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Navigating the Physician Mortgage Loan
Navigating the path to homeownership can be particularly challenging for physicians, who often face a unique set of financial circumstances. With substantial student loan debt, limited savings, and a delayed peak earning potential, traditional mortgage options may seem out of reach.
Enter physician mortgage loans—specialized financing designed specifically for medical professionals. These loans offer tailored solutions that address the common barriers faced by doctors, making it easier for them to achieve their homeownership goals. In this article, we’ll
What Is a Physician Mortgage Loan?
A physician mortgage loan, also known as a ‘doctor loan,’ is a specialized mortgage product designed for a specific group of qualifying medical professionals. These loans are particularly attractive to new doctors who may have substantial student loan debt, limited savings, and an income that is expected to increase significantly over time. As unique portfolio loans, physician mortgage products can vary considerably between lending institutions. However, a common feature is that they typically require little to no down payment and do not require private mortgage insurance (PMI).
Beyond the common features, loan options and qualifying parameters can vary significantly from one institution to another. Therefore, it’s important to start gathering information as early as possible, giving you ample time to evaluate which institution and loan option best meet your needs.
How Do I Know if I Am Eligible for a Physician Mortgage Loan?
Physician loans are typically offered to MDs, DOs, DDSs, DMDs, and ODs, though some institutions expand this list to include DPMs, PAs, CRNAs, NPs, PharmDs, and DVMs. Additionally, most of these loan products are available to residents, fellows, and attending or practicing physicians.
How Do I Know What Physician Mortgage Loan Is Best for Me?
When selecting the optimal physician loan option for your home purchase, consider several important metrics:
- Duration of Stay: Consider how long you expect to live in the home. If you’re in a lengthy residency or fellowship program, or if you plan to move for a new job soon after, a 30-year fixed-rate loan might not be ideal. Instead, evaluate loan options that match your anticipated duration of stay. For example, a 5-year or 7-year ARM (adjustable rate mortgage) could offer a lower interest rate and reduced monthly payments for the initial fixed period, which aligns with your shorter-term stay. This can result in substantial savings if you do not plan to stay in the home for the full term of a traditional mortgage.
- Underwriting Guidelines: Each lender has different underwriting standards and qualifying criteria, so it’s essential to understand these differences. For instance, some lenders may have higher minimum credit score requirements or stricter debt-to-income (DTI) ratio limits. Others might require a larger down payment or have different rules regarding student loan payments and closing costs. Flexibility in these guidelines can impact your ability to qualify for a loan and the terms you receive. For example, some lenders may allow you to include student loan payments at a lower percentage of your income, which could improve your DTI ratio and help you secure a better loan offer.
- Closing Timing: The timing of your home closing relative to your job start date can be crucial, especially if you’re relocating. Some lenders permit closing up to 60-90 days before your job begins, while others offer up to 120 days. If you need to relocate your family before starting your new position, having the ability to close earlier can provide you with more flexibility in finding and moving into a home. This additional time can ease the transition and allow you to settle in before your new job starts.
Given the wide range of options and standards, it’s important to strategically identify which factors are most meaningful to you. Beyond interest rates, consider the overall cost of the loan, the flexibility of terms, and how well the loan aligns with your financial goals and career plans. For example, if you value lower monthly payments over a longer period or need to accommodate significant student loan debt, ensure that the loan program you choose aligns with these priorities.
What Attributes Should I Look for in My Loan Officer?
When interviewing multiple loan officers for your upcoming loan needs, it’s essential to use the right metrics—beyond just the interest rate—to determine the best fit for your situation. Some critical factors to consider include the loan officer’s experience working with physicians, that person’s availability and responsiveness, and the potential for building a long-term relationship.
As in most professions, experience is paramount—it’s something that cannot be taught or simply read in a training manual. Physicians, especially those in training or just stepping into an attending role, often have unique financial situations. This makes it crucial to work with a loan officer who has extensive experience serving physician clients. An experienced loan officer will better understand how to customize a loan solution that aligns with your specific needs, resulting in a much more tailored and meaningful mortgage. There is no one-size-fits-all mortgage. You are unique, and your loan officer should be crafting a mortgage solution that reflects your individuality and financial circumstances.
In my opinion, availability and responsiveness are among the most critical attributes your chosen loan officer should possess. Interestingly, this factor doesn’t directly influence the ‘cost’ of your loan but can significantly impact your experience. As a physician with a demanding schedule, it’s unrealistic to expect that all communication will take place strictly during business hours—this is true for any consumer. Pay close attention to how promptly loan officers respond during your initial interactions, and evaluate how thoroughly they explain loan terms, out-of-pocket costs, and the overall loan process. Your loan officer should be your trusted guide as you navigate through the complexities of the loan process, so setting yourself up for success starts with choosing someone who meets your expectations in this regard.
It’s crucial to build a good rapport with the loan officer you choose, as this likely won’t be the last mortgage or financial need you encounter in your lifetime. Establishing a personal connection with your loan officer fosters a level of trust that is invaluable. Whether you’re considering refinancing your current mortgage or exploring additional loan products for other financial needs, having a trusted advisor you can rely on as a financial resource is immensely beneficial as you progress in your career. A strong, long-standing relationship with a loan officer ensures you receive reliable and sound financial advice tailored to your unique needs.
Additional Things to Consider if You Are a First-Time Home Buyer
Interview multiple lenders and make those conversations about more than just interest rates. This approach will help you gauge their knowledge of physician mortgage loans while allowing you to assess who might be the best fit for you in terms of compatibility. Relying solely on an email blast to inquire about rates could easily lead you to a subpar lender and result in an unfavorable experience.
Don’t be afraid to ask a lot of questions! As a first-time home buyer, it’s natural to feel a bit overwhelmed by the process—it can seem daunting if you’ve never been through it before. That’s why it’s crucial to ask any questions that come to mind and to work with a lender who is willing to take the time to answer them while educating you throughout the home-buying journey. With a trusted guide and the right education, the process will feel far less overwhelming, leading to a smoother and more positive experience from start to finish.
In conclusion, choosing the right lender for a physician mortgage loan is a crucial step in securing your financial future and achieving homeownership. By thoroughly evaluating interest rates, down payment requirements, loan terms, and other key metrics, you can find a lender that offers competitive rates and favorable terms tailored to your unique needs. Consider factors such as customer service, closing costs, and the lender’s experience with physician loans to ensure a smooth and supportive mortgage process. By taking the time to compare options and select the best fit for your financial situation, you can confidently move forward in your home-buying journey and set the stage for a successful and fulfilling homeownership experience.
Mr. Kelley is vice president of mortgage lending and a physician mortgage specialist at Arvest Bank in Overland Park, Kansas.
Navigating the path to homeownership can be particularly challenging for physicians, who often face a unique set of financial circumstances. With substantial student loan debt, limited savings, and a delayed peak earning potential, traditional mortgage options may seem out of reach.
Enter physician mortgage loans—specialized financing designed specifically for medical professionals. These loans offer tailored solutions that address the common barriers faced by doctors, making it easier for them to achieve their homeownership goals. In this article, we’ll
What Is a Physician Mortgage Loan?
A physician mortgage loan, also known as a ‘doctor loan,’ is a specialized mortgage product designed for a specific group of qualifying medical professionals. These loans are particularly attractive to new doctors who may have substantial student loan debt, limited savings, and an income that is expected to increase significantly over time. As unique portfolio loans, physician mortgage products can vary considerably between lending institutions. However, a common feature is that they typically require little to no down payment and do not require private mortgage insurance (PMI).
Beyond the common features, loan options and qualifying parameters can vary significantly from one institution to another. Therefore, it’s important to start gathering information as early as possible, giving you ample time to evaluate which institution and loan option best meet your needs.
How Do I Know if I Am Eligible for a Physician Mortgage Loan?
Physician loans are typically offered to MDs, DOs, DDSs, DMDs, and ODs, though some institutions expand this list to include DPMs, PAs, CRNAs, NPs, PharmDs, and DVMs. Additionally, most of these loan products are available to residents, fellows, and attending or practicing physicians.
How Do I Know What Physician Mortgage Loan Is Best for Me?
When selecting the optimal physician loan option for your home purchase, consider several important metrics:
- Duration of Stay: Consider how long you expect to live in the home. If you’re in a lengthy residency or fellowship program, or if you plan to move for a new job soon after, a 30-year fixed-rate loan might not be ideal. Instead, evaluate loan options that match your anticipated duration of stay. For example, a 5-year or 7-year ARM (adjustable rate mortgage) could offer a lower interest rate and reduced monthly payments for the initial fixed period, which aligns with your shorter-term stay. This can result in substantial savings if you do not plan to stay in the home for the full term of a traditional mortgage.
- Underwriting Guidelines: Each lender has different underwriting standards and qualifying criteria, so it’s essential to understand these differences. For instance, some lenders may have higher minimum credit score requirements or stricter debt-to-income (DTI) ratio limits. Others might require a larger down payment or have different rules regarding student loan payments and closing costs. Flexibility in these guidelines can impact your ability to qualify for a loan and the terms you receive. For example, some lenders may allow you to include student loan payments at a lower percentage of your income, which could improve your DTI ratio and help you secure a better loan offer.
- Closing Timing: The timing of your home closing relative to your job start date can be crucial, especially if you’re relocating. Some lenders permit closing up to 60-90 days before your job begins, while others offer up to 120 days. If you need to relocate your family before starting your new position, having the ability to close earlier can provide you with more flexibility in finding and moving into a home. This additional time can ease the transition and allow you to settle in before your new job starts.
Given the wide range of options and standards, it’s important to strategically identify which factors are most meaningful to you. Beyond interest rates, consider the overall cost of the loan, the flexibility of terms, and how well the loan aligns with your financial goals and career plans. For example, if you value lower monthly payments over a longer period or need to accommodate significant student loan debt, ensure that the loan program you choose aligns with these priorities.
What Attributes Should I Look for in My Loan Officer?
When interviewing multiple loan officers for your upcoming loan needs, it’s essential to use the right metrics—beyond just the interest rate—to determine the best fit for your situation. Some critical factors to consider include the loan officer’s experience working with physicians, that person’s availability and responsiveness, and the potential for building a long-term relationship.
As in most professions, experience is paramount—it’s something that cannot be taught or simply read in a training manual. Physicians, especially those in training or just stepping into an attending role, often have unique financial situations. This makes it crucial to work with a loan officer who has extensive experience serving physician clients. An experienced loan officer will better understand how to customize a loan solution that aligns with your specific needs, resulting in a much more tailored and meaningful mortgage. There is no one-size-fits-all mortgage. You are unique, and your loan officer should be crafting a mortgage solution that reflects your individuality and financial circumstances.
In my opinion, availability and responsiveness are among the most critical attributes your chosen loan officer should possess. Interestingly, this factor doesn’t directly influence the ‘cost’ of your loan but can significantly impact your experience. As a physician with a demanding schedule, it’s unrealistic to expect that all communication will take place strictly during business hours—this is true for any consumer. Pay close attention to how promptly loan officers respond during your initial interactions, and evaluate how thoroughly they explain loan terms, out-of-pocket costs, and the overall loan process. Your loan officer should be your trusted guide as you navigate through the complexities of the loan process, so setting yourself up for success starts with choosing someone who meets your expectations in this regard.
It’s crucial to build a good rapport with the loan officer you choose, as this likely won’t be the last mortgage or financial need you encounter in your lifetime. Establishing a personal connection with your loan officer fosters a level of trust that is invaluable. Whether you’re considering refinancing your current mortgage or exploring additional loan products for other financial needs, having a trusted advisor you can rely on as a financial resource is immensely beneficial as you progress in your career. A strong, long-standing relationship with a loan officer ensures you receive reliable and sound financial advice tailored to your unique needs.
Additional Things to Consider if You Are a First-Time Home Buyer
Interview multiple lenders and make those conversations about more than just interest rates. This approach will help you gauge their knowledge of physician mortgage loans while allowing you to assess who might be the best fit for you in terms of compatibility. Relying solely on an email blast to inquire about rates could easily lead you to a subpar lender and result in an unfavorable experience.
Don’t be afraid to ask a lot of questions! As a first-time home buyer, it’s natural to feel a bit overwhelmed by the process—it can seem daunting if you’ve never been through it before. That’s why it’s crucial to ask any questions that come to mind and to work with a lender who is willing to take the time to answer them while educating you throughout the home-buying journey. With a trusted guide and the right education, the process will feel far less overwhelming, leading to a smoother and more positive experience from start to finish.
In conclusion, choosing the right lender for a physician mortgage loan is a crucial step in securing your financial future and achieving homeownership. By thoroughly evaluating interest rates, down payment requirements, loan terms, and other key metrics, you can find a lender that offers competitive rates and favorable terms tailored to your unique needs. Consider factors such as customer service, closing costs, and the lender’s experience with physician loans to ensure a smooth and supportive mortgage process. By taking the time to compare options and select the best fit for your financial situation, you can confidently move forward in your home-buying journey and set the stage for a successful and fulfilling homeownership experience.
Mr. Kelley is vice president of mortgage lending and a physician mortgage specialist at Arvest Bank in Overland Park, Kansas.
Navigating the path to homeownership can be particularly challenging for physicians, who often face a unique set of financial circumstances. With substantial student loan debt, limited savings, and a delayed peak earning potential, traditional mortgage options may seem out of reach.
Enter physician mortgage loans—specialized financing designed specifically for medical professionals. These loans offer tailored solutions that address the common barriers faced by doctors, making it easier for them to achieve their homeownership goals. In this article, we’ll
What Is a Physician Mortgage Loan?
A physician mortgage loan, also known as a ‘doctor loan,’ is a specialized mortgage product designed for a specific group of qualifying medical professionals. These loans are particularly attractive to new doctors who may have substantial student loan debt, limited savings, and an income that is expected to increase significantly over time. As unique portfolio loans, physician mortgage products can vary considerably between lending institutions. However, a common feature is that they typically require little to no down payment and do not require private mortgage insurance (PMI).
Beyond the common features, loan options and qualifying parameters can vary significantly from one institution to another. Therefore, it’s important to start gathering information as early as possible, giving you ample time to evaluate which institution and loan option best meet your needs.
How Do I Know if I Am Eligible for a Physician Mortgage Loan?
Physician loans are typically offered to MDs, DOs, DDSs, DMDs, and ODs, though some institutions expand this list to include DPMs, PAs, CRNAs, NPs, PharmDs, and DVMs. Additionally, most of these loan products are available to residents, fellows, and attending or practicing physicians.
How Do I Know What Physician Mortgage Loan Is Best for Me?
When selecting the optimal physician loan option for your home purchase, consider several important metrics:
- Duration of Stay: Consider how long you expect to live in the home. If you’re in a lengthy residency or fellowship program, or if you plan to move for a new job soon after, a 30-year fixed-rate loan might not be ideal. Instead, evaluate loan options that match your anticipated duration of stay. For example, a 5-year or 7-year ARM (adjustable rate mortgage) could offer a lower interest rate and reduced monthly payments for the initial fixed period, which aligns with your shorter-term stay. This can result in substantial savings if you do not plan to stay in the home for the full term of a traditional mortgage.
- Underwriting Guidelines: Each lender has different underwriting standards and qualifying criteria, so it’s essential to understand these differences. For instance, some lenders may have higher minimum credit score requirements or stricter debt-to-income (DTI) ratio limits. Others might require a larger down payment or have different rules regarding student loan payments and closing costs. Flexibility in these guidelines can impact your ability to qualify for a loan and the terms you receive. For example, some lenders may allow you to include student loan payments at a lower percentage of your income, which could improve your DTI ratio and help you secure a better loan offer.
- Closing Timing: The timing of your home closing relative to your job start date can be crucial, especially if you’re relocating. Some lenders permit closing up to 60-90 days before your job begins, while others offer up to 120 days. If you need to relocate your family before starting your new position, having the ability to close earlier can provide you with more flexibility in finding and moving into a home. This additional time can ease the transition and allow you to settle in before your new job starts.
Given the wide range of options and standards, it’s important to strategically identify which factors are most meaningful to you. Beyond interest rates, consider the overall cost of the loan, the flexibility of terms, and how well the loan aligns with your financial goals and career plans. For example, if you value lower monthly payments over a longer period or need to accommodate significant student loan debt, ensure that the loan program you choose aligns with these priorities.
What Attributes Should I Look for in My Loan Officer?
When interviewing multiple loan officers for your upcoming loan needs, it’s essential to use the right metrics—beyond just the interest rate—to determine the best fit for your situation. Some critical factors to consider include the loan officer’s experience working with physicians, that person’s availability and responsiveness, and the potential for building a long-term relationship.
As in most professions, experience is paramount—it’s something that cannot be taught or simply read in a training manual. Physicians, especially those in training or just stepping into an attending role, often have unique financial situations. This makes it crucial to work with a loan officer who has extensive experience serving physician clients. An experienced loan officer will better understand how to customize a loan solution that aligns with your specific needs, resulting in a much more tailored and meaningful mortgage. There is no one-size-fits-all mortgage. You are unique, and your loan officer should be crafting a mortgage solution that reflects your individuality and financial circumstances.
In my opinion, availability and responsiveness are among the most critical attributes your chosen loan officer should possess. Interestingly, this factor doesn’t directly influence the ‘cost’ of your loan but can significantly impact your experience. As a physician with a demanding schedule, it’s unrealistic to expect that all communication will take place strictly during business hours—this is true for any consumer. Pay close attention to how promptly loan officers respond during your initial interactions, and evaluate how thoroughly they explain loan terms, out-of-pocket costs, and the overall loan process. Your loan officer should be your trusted guide as you navigate through the complexities of the loan process, so setting yourself up for success starts with choosing someone who meets your expectations in this regard.
It’s crucial to build a good rapport with the loan officer you choose, as this likely won’t be the last mortgage or financial need you encounter in your lifetime. Establishing a personal connection with your loan officer fosters a level of trust that is invaluable. Whether you’re considering refinancing your current mortgage or exploring additional loan products for other financial needs, having a trusted advisor you can rely on as a financial resource is immensely beneficial as you progress in your career. A strong, long-standing relationship with a loan officer ensures you receive reliable and sound financial advice tailored to your unique needs.
Additional Things to Consider if You Are a First-Time Home Buyer
Interview multiple lenders and make those conversations about more than just interest rates. This approach will help you gauge their knowledge of physician mortgage loans while allowing you to assess who might be the best fit for you in terms of compatibility. Relying solely on an email blast to inquire about rates could easily lead you to a subpar lender and result in an unfavorable experience.
Don’t be afraid to ask a lot of questions! As a first-time home buyer, it’s natural to feel a bit overwhelmed by the process—it can seem daunting if you’ve never been through it before. That’s why it’s crucial to ask any questions that come to mind and to work with a lender who is willing to take the time to answer them while educating you throughout the home-buying journey. With a trusted guide and the right education, the process will feel far less overwhelming, leading to a smoother and more positive experience from start to finish.
In conclusion, choosing the right lender for a physician mortgage loan is a crucial step in securing your financial future and achieving homeownership. By thoroughly evaluating interest rates, down payment requirements, loan terms, and other key metrics, you can find a lender that offers competitive rates and favorable terms tailored to your unique needs. Consider factors such as customer service, closing costs, and the lender’s experience with physician loans to ensure a smooth and supportive mortgage process. By taking the time to compare options and select the best fit for your financial situation, you can confidently move forward in your home-buying journey and set the stage for a successful and fulfilling homeownership experience.
Mr. Kelley is vice president of mortgage lending and a physician mortgage specialist at Arvest Bank in Overland Park, Kansas.
Lessons Learned: What Docs Wish Med Students Knew
Despite 4 years of med school and 3-7 years in residency, when you enter the workforce as a doctor, you still have much to learn. There is only so much your professors and attending physicians can pack in. Going forward, you’ll continue to learn on the job and via continuing education.
Some of that lifelong learning will involve soft skills — how to compassionately work with your patients and their families, for instance. Other lessons will get down to the business of medicine — the paperwork, the work/life balance, and the moral dilemmas you never saw coming. And still others will involve learning how to take care of yourself in the middle of seemingly endless hours on the job.
“We all have things we wish we had known upon starting our careers,” said Daniel Opris, MD, a primary care physician at Ohio-based Executive Medical Centers.
We tapped several veteran physicians and an educator to learn what they wish med students knew as they enter the workforce. We’ve compiled them here to give you a head start on the lessons ahead.
You Won’t Know Everything, and That’s Okay
When you go through your medical training, it can feel overwhelming to absorb all the knowledge your professors and attendings impart. The bottom line, said Shoshana Ungerleider, MD, an internal medicine specialist, is that you shouldn’t worry about it.
David Lenihan, PhD, CEO at Ponce Health Sciences University, agrees. “What we’ve lost in recent years, is the ability to apply your skill set and say, ‘let me take a day and get back to you,’” he said. “Doctors love it when you do that because it shows you can pitch in and work as part of a team.”
Medicine is a collaborative field, said Ungerleider, and learning from others, whether peers, nurses, or specialists, is “not a weakness.” She recommends embracing uncertainty and getting comfortable with the unknown.
You’ll Take Your Work Home With You
Doctors enter the field because they care about their patients and want to help. Successful outcomes are never guaranteed, however, no matter how much you try. The result? Some days you’ll bring home those upsetting and haunting cases, said Lenihan.
“We often believe that we should leave our work at the office, but sometimes you need to bring it home and think it through,” he said. “It can’t overwhelm you, but you should digest what happened.”
When you do, said Lenihan, you’ll come out the other end more empathetic and that helps the healthcare system in the long run. “The more you reflect on your day, the better you’ll get at reading the room and treating your patients.”
Drew Remignanti, MD, a retired emergency medicine physician from New Hampshire, agrees, but puts a different spin on bringing work home.
“We revisit the patient care decisions we made, second-guess ourselves, and worry about our patients’ welfare and outcomes,” he said. “I think it can only lead to better outcomes down the road, however, if you learn from that bad decision, preventing you from committing a similar mistake.”
Burnout Is Real — Make Self-Care a Priority
As a retired physician who spent 40 years practicing medicine, Remignanti experienced the evolution of healthcare as it has become what he calls a “consumer-provider” model. “Productivity didn’t use to be part of the equation, but now it’s the focus,” he said.
The result is burnout, a very real threat to incoming physicians. Remignanti holds that if you are aware of the risk, you can resist it. Part of avoiding burnout is self-care, according to Ungerleider. “The sooner you prioritize your mental, emotional, and physical well-being, the better,” she said. “Balancing work and life may feel impossible at times but taking care of yourself is essential to being a better physician in the long run.”
That means carving out time for exercise, hobbies, and connections outside of the medical field. It also means making sleep and nutrition a priority, even when that feels hard to accomplish. “If you don’t take care of yourself, you can’t take care of others,” added Opris. “It’s so common to lose yourself in your career, but you need to hold onto your physical, emotional, and spiritual self.”
Avoid Relying Too Heavily on Tech
Technology is invading every aspect of our lives — often for the greater good — but in medicine, it’s important to always return to your core knowledge above all else. Case in point, said Opris, the UpToDate app. While it can be a useful tool, it’s important not to become too reliant on it. “UpToDate is expert opinion-based guidance, and it’s a fantastic resource,” he said. “But you need to use your references and knowledge in every case.”
It’s key to remember that every patient is different, and their case may not line up perfectly with the guidance presented in UpToDate or other technology source. Piggybacking on that, Ungerleider added that it’s important to remember medicine is about people, not just conditions.
“It’s easy to focus on mastering the science, but the real art of medicine comes from seeing the whole person in front of you,” she said. “Your patients are more than their diagnoses — they come with complex emotions, life stories, and needs.” Being compassionate, listening carefully, and building trust should match up to your clinical skills.
Partner With Your Patients, Even When It’s Difficult
Perhaps the most difficult lesson of all is remembering that your patients may not always agree with your recommendations and choose to ignore them. After all your years spent learning, there may be times when it feels your education is going to waste.
“Remember that the landscape today is so varied, and that bleeds into medicine,” said Opris. “We go into cases with our own biases, and it’s important to take a step back to reset, every time.”
Opris reminds himself of Sir William Osler’s famous essay, “Aequanimitas,” in which he tells graduating medical students to practice with “coolness and presence of mind under all circumstances.”
Remignanti offers this advice: “Physicians need to be able to partner with their patients and jointly decide which courses of action are most effective,” he said. “Cling to the idea that you are forming a partnership with your patients — what can we together determine is the best course?”
At the same time, the path the patient chooses may not be what’s best for them — potentially even leading to a poor outcome.
“You may not always understand their choices,” said Opris. “But they do have a choice. Think of yourself almost like a consultant.”
A version of this article first appeared on Medscape.com.
Despite 4 years of med school and 3-7 years in residency, when you enter the workforce as a doctor, you still have much to learn. There is only so much your professors and attending physicians can pack in. Going forward, you’ll continue to learn on the job and via continuing education.
Some of that lifelong learning will involve soft skills — how to compassionately work with your patients and their families, for instance. Other lessons will get down to the business of medicine — the paperwork, the work/life balance, and the moral dilemmas you never saw coming. And still others will involve learning how to take care of yourself in the middle of seemingly endless hours on the job.
“We all have things we wish we had known upon starting our careers,” said Daniel Opris, MD, a primary care physician at Ohio-based Executive Medical Centers.
We tapped several veteran physicians and an educator to learn what they wish med students knew as they enter the workforce. We’ve compiled them here to give you a head start on the lessons ahead.
You Won’t Know Everything, and That’s Okay
When you go through your medical training, it can feel overwhelming to absorb all the knowledge your professors and attendings impart. The bottom line, said Shoshana Ungerleider, MD, an internal medicine specialist, is that you shouldn’t worry about it.
David Lenihan, PhD, CEO at Ponce Health Sciences University, agrees. “What we’ve lost in recent years, is the ability to apply your skill set and say, ‘let me take a day and get back to you,’” he said. “Doctors love it when you do that because it shows you can pitch in and work as part of a team.”
Medicine is a collaborative field, said Ungerleider, and learning from others, whether peers, nurses, or specialists, is “not a weakness.” She recommends embracing uncertainty and getting comfortable with the unknown.
You’ll Take Your Work Home With You
Doctors enter the field because they care about their patients and want to help. Successful outcomes are never guaranteed, however, no matter how much you try. The result? Some days you’ll bring home those upsetting and haunting cases, said Lenihan.
“We often believe that we should leave our work at the office, but sometimes you need to bring it home and think it through,” he said. “It can’t overwhelm you, but you should digest what happened.”
When you do, said Lenihan, you’ll come out the other end more empathetic and that helps the healthcare system in the long run. “The more you reflect on your day, the better you’ll get at reading the room and treating your patients.”
Drew Remignanti, MD, a retired emergency medicine physician from New Hampshire, agrees, but puts a different spin on bringing work home.
“We revisit the patient care decisions we made, second-guess ourselves, and worry about our patients’ welfare and outcomes,” he said. “I think it can only lead to better outcomes down the road, however, if you learn from that bad decision, preventing you from committing a similar mistake.”
Burnout Is Real — Make Self-Care a Priority
As a retired physician who spent 40 years practicing medicine, Remignanti experienced the evolution of healthcare as it has become what he calls a “consumer-provider” model. “Productivity didn’t use to be part of the equation, but now it’s the focus,” he said.
The result is burnout, a very real threat to incoming physicians. Remignanti holds that if you are aware of the risk, you can resist it. Part of avoiding burnout is self-care, according to Ungerleider. “The sooner you prioritize your mental, emotional, and physical well-being, the better,” she said. “Balancing work and life may feel impossible at times but taking care of yourself is essential to being a better physician in the long run.”
That means carving out time for exercise, hobbies, and connections outside of the medical field. It also means making sleep and nutrition a priority, even when that feels hard to accomplish. “If you don’t take care of yourself, you can’t take care of others,” added Opris. “It’s so common to lose yourself in your career, but you need to hold onto your physical, emotional, and spiritual self.”
Avoid Relying Too Heavily on Tech
Technology is invading every aspect of our lives — often for the greater good — but in medicine, it’s important to always return to your core knowledge above all else. Case in point, said Opris, the UpToDate app. While it can be a useful tool, it’s important not to become too reliant on it. “UpToDate is expert opinion-based guidance, and it’s a fantastic resource,” he said. “But you need to use your references and knowledge in every case.”
It’s key to remember that every patient is different, and their case may not line up perfectly with the guidance presented in UpToDate or other technology source. Piggybacking on that, Ungerleider added that it’s important to remember medicine is about people, not just conditions.
“It’s easy to focus on mastering the science, but the real art of medicine comes from seeing the whole person in front of you,” she said. “Your patients are more than their diagnoses — they come with complex emotions, life stories, and needs.” Being compassionate, listening carefully, and building trust should match up to your clinical skills.
Partner With Your Patients, Even When It’s Difficult
Perhaps the most difficult lesson of all is remembering that your patients may not always agree with your recommendations and choose to ignore them. After all your years spent learning, there may be times when it feels your education is going to waste.
“Remember that the landscape today is so varied, and that bleeds into medicine,” said Opris. “We go into cases with our own biases, and it’s important to take a step back to reset, every time.”
Opris reminds himself of Sir William Osler’s famous essay, “Aequanimitas,” in which he tells graduating medical students to practice with “coolness and presence of mind under all circumstances.”
Remignanti offers this advice: “Physicians need to be able to partner with their patients and jointly decide which courses of action are most effective,” he said. “Cling to the idea that you are forming a partnership with your patients — what can we together determine is the best course?”
At the same time, the path the patient chooses may not be what’s best for them — potentially even leading to a poor outcome.
“You may not always understand their choices,” said Opris. “But they do have a choice. Think of yourself almost like a consultant.”
A version of this article first appeared on Medscape.com.
Despite 4 years of med school and 3-7 years in residency, when you enter the workforce as a doctor, you still have much to learn. There is only so much your professors and attending physicians can pack in. Going forward, you’ll continue to learn on the job and via continuing education.
Some of that lifelong learning will involve soft skills — how to compassionately work with your patients and their families, for instance. Other lessons will get down to the business of medicine — the paperwork, the work/life balance, and the moral dilemmas you never saw coming. And still others will involve learning how to take care of yourself in the middle of seemingly endless hours on the job.
“We all have things we wish we had known upon starting our careers,” said Daniel Opris, MD, a primary care physician at Ohio-based Executive Medical Centers.
We tapped several veteran physicians and an educator to learn what they wish med students knew as they enter the workforce. We’ve compiled them here to give you a head start on the lessons ahead.
You Won’t Know Everything, and That’s Okay
When you go through your medical training, it can feel overwhelming to absorb all the knowledge your professors and attendings impart. The bottom line, said Shoshana Ungerleider, MD, an internal medicine specialist, is that you shouldn’t worry about it.
David Lenihan, PhD, CEO at Ponce Health Sciences University, agrees. “What we’ve lost in recent years, is the ability to apply your skill set and say, ‘let me take a day and get back to you,’” he said. “Doctors love it when you do that because it shows you can pitch in and work as part of a team.”
Medicine is a collaborative field, said Ungerleider, and learning from others, whether peers, nurses, or specialists, is “not a weakness.” She recommends embracing uncertainty and getting comfortable with the unknown.
You’ll Take Your Work Home With You
Doctors enter the field because they care about their patients and want to help. Successful outcomes are never guaranteed, however, no matter how much you try. The result? Some days you’ll bring home those upsetting and haunting cases, said Lenihan.
“We often believe that we should leave our work at the office, but sometimes you need to bring it home and think it through,” he said. “It can’t overwhelm you, but you should digest what happened.”
When you do, said Lenihan, you’ll come out the other end more empathetic and that helps the healthcare system in the long run. “The more you reflect on your day, the better you’ll get at reading the room and treating your patients.”
Drew Remignanti, MD, a retired emergency medicine physician from New Hampshire, agrees, but puts a different spin on bringing work home.
“We revisit the patient care decisions we made, second-guess ourselves, and worry about our patients’ welfare and outcomes,” he said. “I think it can only lead to better outcomes down the road, however, if you learn from that bad decision, preventing you from committing a similar mistake.”
Burnout Is Real — Make Self-Care a Priority
As a retired physician who spent 40 years practicing medicine, Remignanti experienced the evolution of healthcare as it has become what he calls a “consumer-provider” model. “Productivity didn’t use to be part of the equation, but now it’s the focus,” he said.
The result is burnout, a very real threat to incoming physicians. Remignanti holds that if you are aware of the risk, you can resist it. Part of avoiding burnout is self-care, according to Ungerleider. “The sooner you prioritize your mental, emotional, and physical well-being, the better,” she said. “Balancing work and life may feel impossible at times but taking care of yourself is essential to being a better physician in the long run.”
That means carving out time for exercise, hobbies, and connections outside of the medical field. It also means making sleep and nutrition a priority, even when that feels hard to accomplish. “If you don’t take care of yourself, you can’t take care of others,” added Opris. “It’s so common to lose yourself in your career, but you need to hold onto your physical, emotional, and spiritual self.”
Avoid Relying Too Heavily on Tech
Technology is invading every aspect of our lives — often for the greater good — but in medicine, it’s important to always return to your core knowledge above all else. Case in point, said Opris, the UpToDate app. While it can be a useful tool, it’s important not to become too reliant on it. “UpToDate is expert opinion-based guidance, and it’s a fantastic resource,” he said. “But you need to use your references and knowledge in every case.”
It’s key to remember that every patient is different, and their case may not line up perfectly with the guidance presented in UpToDate or other technology source. Piggybacking on that, Ungerleider added that it’s important to remember medicine is about people, not just conditions.
“It’s easy to focus on mastering the science, but the real art of medicine comes from seeing the whole person in front of you,” she said. “Your patients are more than their diagnoses — they come with complex emotions, life stories, and needs.” Being compassionate, listening carefully, and building trust should match up to your clinical skills.
Partner With Your Patients, Even When It’s Difficult
Perhaps the most difficult lesson of all is remembering that your patients may not always agree with your recommendations and choose to ignore them. After all your years spent learning, there may be times when it feels your education is going to waste.
“Remember that the landscape today is so varied, and that bleeds into medicine,” said Opris. “We go into cases with our own biases, and it’s important to take a step back to reset, every time.”
Opris reminds himself of Sir William Osler’s famous essay, “Aequanimitas,” in which he tells graduating medical students to practice with “coolness and presence of mind under all circumstances.”
Remignanti offers this advice: “Physicians need to be able to partner with their patients and jointly decide which courses of action are most effective,” he said. “Cling to the idea that you are forming a partnership with your patients — what can we together determine is the best course?”
At the same time, the path the patient chooses may not be what’s best for them — potentially even leading to a poor outcome.
“You may not always understand their choices,” said Opris. “But they do have a choice. Think of yourself almost like a consultant.”
A version of this article first appeared on Medscape.com.
How Do Novel CRC Blood Tests Fare Against Established Tests?
TOPLINE:
METHODOLOGY:
- Researchers estimated the clinical and economic impacts of emerging blood- and stool-based CRC screening tests with established alternatives in average-risk adults aged 45 years and older.
- The established screening tools were colonoscopy, a fecal immunochemical test (FIT), and a multitarget stool DNA test (MT-sDNA, Exact Sciences Cologuard).
- The four emerging screening methods were two cf-bDNA tests (Guardant Shield and Freenome); an enhanced, a next-generation multitarget stool test (ngMT-sDNA), and a novel FIT-RNA test (Geneoscopy ColoSense).
TAKEAWAY:
- Assuming 100% participation in all screening steps, colonoscopy and FIT yielded reductions of more than 70% in CRC incidence and 75% in mortality vs no screening.
- The MT-sDNA test reduced CRC incidence by 68% and mortality by 73%, with similar rates for the ngMT-sDNA and FIT-RNA tests vs no screening. The cf-bDNA tests yielded CRC incidence and mortality reductions of only 42% and 56%.
- Colonoscopy and FIT were more effective and less costly than the cf-bDNA and MT-sDNA tests, and the MT-sDNA test was more effective and less costly than the cf-bDNA test.
- Population benefits from blood tests were seen only in those who declined colonoscopy and stool tests. Substituting a blood test for those already using colonoscopy or stool tests led to worse population-level outcomes.
IN PRACTICE:
“First-generation novel cf-bDNA tests have the potential to decrease meaningfully the incidence and mortality of CRC compared with no screening but substantially less profoundly than screening colonoscopy or stool tests. Net population benefit or harm can follow incorporation of first-generation cf-bDNA CRC screening tests into practice, depending on the balance between bringing unscreened persons into screening (addition) vs shifting persons away from the more effective strategies of colonoscopy or stool testing (substitution),” the authors concluded.
SOURCE:
The study, with first author Uri Ladabaum, MD, MS, Stanford University School of Medicine, California, was published online in Annals of Internal Medicine.
LIMITATIONS:
Limitations included test-specific participation patterns being unknown over time.
DISCLOSURES:
Disclosure forms for the authors are available with the article online. Funding was provided by the Gorrindo Family Fund.
A version of this article appeared on Medscape.com.
TOPLINE:
METHODOLOGY:
- Researchers estimated the clinical and economic impacts of emerging blood- and stool-based CRC screening tests with established alternatives in average-risk adults aged 45 years and older.
- The established screening tools were colonoscopy, a fecal immunochemical test (FIT), and a multitarget stool DNA test (MT-sDNA, Exact Sciences Cologuard).
- The four emerging screening methods were two cf-bDNA tests (Guardant Shield and Freenome); an enhanced, a next-generation multitarget stool test (ngMT-sDNA), and a novel FIT-RNA test (Geneoscopy ColoSense).
TAKEAWAY:
- Assuming 100% participation in all screening steps, colonoscopy and FIT yielded reductions of more than 70% in CRC incidence and 75% in mortality vs no screening.
- The MT-sDNA test reduced CRC incidence by 68% and mortality by 73%, with similar rates for the ngMT-sDNA and FIT-RNA tests vs no screening. The cf-bDNA tests yielded CRC incidence and mortality reductions of only 42% and 56%.
- Colonoscopy and FIT were more effective and less costly than the cf-bDNA and MT-sDNA tests, and the MT-sDNA test was more effective and less costly than the cf-bDNA test.
- Population benefits from blood tests were seen only in those who declined colonoscopy and stool tests. Substituting a blood test for those already using colonoscopy or stool tests led to worse population-level outcomes.
IN PRACTICE:
“First-generation novel cf-bDNA tests have the potential to decrease meaningfully the incidence and mortality of CRC compared with no screening but substantially less profoundly than screening colonoscopy or stool tests. Net population benefit or harm can follow incorporation of first-generation cf-bDNA CRC screening tests into practice, depending on the balance between bringing unscreened persons into screening (addition) vs shifting persons away from the more effective strategies of colonoscopy or stool testing (substitution),” the authors concluded.
SOURCE:
The study, with first author Uri Ladabaum, MD, MS, Stanford University School of Medicine, California, was published online in Annals of Internal Medicine.
LIMITATIONS:
Limitations included test-specific participation patterns being unknown over time.
DISCLOSURES:
Disclosure forms for the authors are available with the article online. Funding was provided by the Gorrindo Family Fund.
A version of this article appeared on Medscape.com.
TOPLINE:
METHODOLOGY:
- Researchers estimated the clinical and economic impacts of emerging blood- and stool-based CRC screening tests with established alternatives in average-risk adults aged 45 years and older.
- The established screening tools were colonoscopy, a fecal immunochemical test (FIT), and a multitarget stool DNA test (MT-sDNA, Exact Sciences Cologuard).
- The four emerging screening methods were two cf-bDNA tests (Guardant Shield and Freenome); an enhanced, a next-generation multitarget stool test (ngMT-sDNA), and a novel FIT-RNA test (Geneoscopy ColoSense).
TAKEAWAY:
- Assuming 100% participation in all screening steps, colonoscopy and FIT yielded reductions of more than 70% in CRC incidence and 75% in mortality vs no screening.
- The MT-sDNA test reduced CRC incidence by 68% and mortality by 73%, with similar rates for the ngMT-sDNA and FIT-RNA tests vs no screening. The cf-bDNA tests yielded CRC incidence and mortality reductions of only 42% and 56%.
- Colonoscopy and FIT were more effective and less costly than the cf-bDNA and MT-sDNA tests, and the MT-sDNA test was more effective and less costly than the cf-bDNA test.
- Population benefits from blood tests were seen only in those who declined colonoscopy and stool tests. Substituting a blood test for those already using colonoscopy or stool tests led to worse population-level outcomes.
IN PRACTICE:
“First-generation novel cf-bDNA tests have the potential to decrease meaningfully the incidence and mortality of CRC compared with no screening but substantially less profoundly than screening colonoscopy or stool tests. Net population benefit or harm can follow incorporation of first-generation cf-bDNA CRC screening tests into practice, depending on the balance between bringing unscreened persons into screening (addition) vs shifting persons away from the more effective strategies of colonoscopy or stool testing (substitution),” the authors concluded.
SOURCE:
The study, with first author Uri Ladabaum, MD, MS, Stanford University School of Medicine, California, was published online in Annals of Internal Medicine.
LIMITATIONS:
Limitations included test-specific participation patterns being unknown over time.
DISCLOSURES:
Disclosure forms for the authors are available with the article online. Funding was provided by the Gorrindo Family Fund.
A version of this article appeared on Medscape.com.
Thrombocytosis and Cancer Risk: Management in Primary Care
This transcript has been edited for clarity.
In this podcast, I’m going to talk about unexplained high platelet counts, or thrombocytosis, and the risk for cancer in primary care. Let’s start with a typical case we all might see in primary care.
Louisa is 47 years old and is the chief financial officer for a tech startup company. She presents to us in primary care feeling tired all the time — a very common presentation in primary care — with associated reduced appetite. Past medical history includes irritable bowel syndrome, and she’s an ex-smoker.
Systemic inquiry is unremarkable. Specifically, there is no history of weight loss. Louisa has not been prescribed any medication and uses over-the-counter remedies for her irritable bowel syndrome. Examination is also unremarkable. Blood tests were checked, which were all reassuring, except for a platelet count of 612 × 109 cells/L (usual normal range, about 150-450).
What do we do next? Do we refer for an urgent chest x-ray to exclude lung cancer? Do we check a quantitative immunohistochemical fecal occult blood test (qFIT) to identify any occult bleeding in her stool? Do we refer for a routine upper gastrointestinal endoscopy or pelvic ultrasound scan to exclude any upper gastrointestinal or endometrial malignancy?
Do we simply repeat the bloods? If so, do we repeat them routinely or urgently, and indeed, which ones should we recheck?
Louisa has an unexplained thrombocytosis. How do we manage this in primary care? Thrombocytosis is generally defined as a raised platelet count over 450. Importantly, thrombocytosis is a common incidental finding in around 2% of those over 40 years of age attending primary care. Reassuringly, 80%-90% of thrombocytosis is reactive, secondary to acute blood loss, infection, or inflammation, and the majority of cases resolve within 3 months.
Why the concern with Louisa then? Although most cases are reactive, clinical guidance (for example, NICE suspected cancer guidance in the UK and Scottish suspected cancer guidance in Scotland) reminds us that unexplained thrombocytosis is a risk marker for some solid-tumor malignancies.
Previous studies have demonstrated that unexplained thrombocytosis is associated with a 1-year cancer incidence of 11.6% in males and 6.2% in females, well exceeding the standard 3% threshold warranting investigation for underlying malignancy. However, thrombocytosis should not be used as a stand-alone diagnostic or screening test for cancer, or indeed to rule out cancer.
Instead, unexplained thrombocytosis should prompt us to think cancer. The Scottish suspected cancer referral guidelines include thrombocytosis in the investigation criteria for what they call the LEGO-C cancers — L for lung, E for endometrial, G for gastric, O for oesophageal, and C for colorectal, which is a useful reminder for us all.
What further history, examination, and investigations might we consider in primary care if we identify an unexplained high platelet count? As always, we should use our clinical judgment and trust our clinical acumen.
We should consider all the possible underlying causes, including infection, inflammation, and blood loss, including menstrual blood loss in women; myeloproliferative disorders such as polycythemia rubra vera, chronic myeloid leukemia, and essential thrombocythemia; and, of course, underlying malignancy. If a likely underlying reversible cause is present (for example, a recent lower respiratory tract infection), simply repeating the full blood count in 4-6 weeks is quite appropriate to see if the thrombocytosis has resolved.
Remember, 80%-90% of cases are reactive thrombocytosis, and most cases resolve within 3 months. If thrombocytosis is unexplained or not resolving, consider checking ferritin levels to exclude iron deficiency. Consider checking C-reactive protein (CRP) levels to exclude any inflammation, and also consider checking a blood film to exclude any hematologic disorders, in addition, of course, to more detailed history-taking and examination to elicit any red flags.
We can also consider a JAK2 gene mutation test, if it is available to you locally, or a hematology referral if we suspect a myeloproliferative disorder. JAK2 is a genetic mutation that may be present in people with essential thrombocythemia and can indicate a diagnosis of polycythemia rubra vera.
Subsequent to this, and again using our clinical judgment, we then need to exclude the LEGO-C cancers. Consider urgent chest x-ray to exclude lung cancer or pelvic ultrasound in women to exclude endometrial cancer. Also, we should consider an upper gastrointestinal endoscopy, particularly in those individuals who have associated upper gastrointestinal symptoms and/or weight loss.
Finally, consider a qFIT to identify any occult bleeding in the stool, again if it’s available to you, or certainly if not, urgent lower gastrointestinal investigations to exclude colorectal cancer.
Alongside these possible investigations, as always, we should safety-net appropriately within agreed timeframes and check for resolution of the thrombocytosis according to the condition being suspected. Remember, most cases resolve within 3 months.
Returning to Louisa, what did I do? After seeing a platelet count of 600, I subsequently telephoned her and reexplored her history, which yielded nil else of note. Specifically, there was no history of unexplained weight loss, no history of upper or lower gastrointestinal symptoms, and certainly nothing significantly different from her usual irritable bowel syndrome symptoms. There were also no respiratory or genitourinary symptoms of note.
I did arrange for Louisa to undergo a chest x-ray over the next few days, though, as she was an ex-smoker. This was subsequently reported as normal. I appreciate chest x-rays have poor sensitivity for detecting lung cancer, as highlighted in a number of recent papers, but it was mutually agreed with Louisa that we would simply repeat her blood test in around 6 weeks. As well as repeating the full blood count, I arranged to check her ferritin, CRP, and a blood film, and then I was planning to reassess her clinically in person.
These bloods and my subsequent clinical review were reassuring. In fact, her platelet count had normalized after that 6 weeks had elapsed. Her thrombocytosis had resolved.
I didn’t arrange any further follow-up for her, but I did give her the usual safety netting advice to re-present to me or one of my colleagues if she does develop any worrying symptoms or signs.
I appreciate these scenarios are not always this straightforward, but I wanted to outline what investigations and referrals we may need to consider in primary care if we encounter an unexplained high platelet count.
There are a couple of quality-improvement activities for us all to consider in primary care. Consider as a team how we would respond to an incidental finding of thrombocytosis on a full blood count. Also consider what are our safety-netting options for those found to have raised platelet counts but no other symptoms or risk factors for underlying malignancy.
Finally, I’ve produced a Medscape UK primary care hack or clinical aide-memoire on managing unexplained thrombocytosis and associated cancer risk in primary care for all healthcare professionals working in primary care. This can be found online. I hope you find this resource helpful.
Dr. Kevin Fernando, General practitioner partner with specialist interests in cardiovascular, renal, and metabolic medicine, North Berwick Group Practice in Scotland, has disclosed relevant financial relationships with Amarin, Amgen, AstraZeneca, Bayer, Boehringer Ingelheim, Dexcom, Lilly, Menarini, Novartis, Novo Nordisk, Roche Diagnostics, Embecta, Roche Diabetes Care, Sanofi Menarini, and Daiichi Sankyo.
A version of this article first appeared on Medscape.com.
This transcript has been edited for clarity.
In this podcast, I’m going to talk about unexplained high platelet counts, or thrombocytosis, and the risk for cancer in primary care. Let’s start with a typical case we all might see in primary care.
Louisa is 47 years old and is the chief financial officer for a tech startup company. She presents to us in primary care feeling tired all the time — a very common presentation in primary care — with associated reduced appetite. Past medical history includes irritable bowel syndrome, and she’s an ex-smoker.
Systemic inquiry is unremarkable. Specifically, there is no history of weight loss. Louisa has not been prescribed any medication and uses over-the-counter remedies for her irritable bowel syndrome. Examination is also unremarkable. Blood tests were checked, which were all reassuring, except for a platelet count of 612 × 109 cells/L (usual normal range, about 150-450).
What do we do next? Do we refer for an urgent chest x-ray to exclude lung cancer? Do we check a quantitative immunohistochemical fecal occult blood test (qFIT) to identify any occult bleeding in her stool? Do we refer for a routine upper gastrointestinal endoscopy or pelvic ultrasound scan to exclude any upper gastrointestinal or endometrial malignancy?
Do we simply repeat the bloods? If so, do we repeat them routinely or urgently, and indeed, which ones should we recheck?
Louisa has an unexplained thrombocytosis. How do we manage this in primary care? Thrombocytosis is generally defined as a raised platelet count over 450. Importantly, thrombocytosis is a common incidental finding in around 2% of those over 40 years of age attending primary care. Reassuringly, 80%-90% of thrombocytosis is reactive, secondary to acute blood loss, infection, or inflammation, and the majority of cases resolve within 3 months.
Why the concern with Louisa then? Although most cases are reactive, clinical guidance (for example, NICE suspected cancer guidance in the UK and Scottish suspected cancer guidance in Scotland) reminds us that unexplained thrombocytosis is a risk marker for some solid-tumor malignancies.
Previous studies have demonstrated that unexplained thrombocytosis is associated with a 1-year cancer incidence of 11.6% in males and 6.2% in females, well exceeding the standard 3% threshold warranting investigation for underlying malignancy. However, thrombocytosis should not be used as a stand-alone diagnostic or screening test for cancer, or indeed to rule out cancer.
Instead, unexplained thrombocytosis should prompt us to think cancer. The Scottish suspected cancer referral guidelines include thrombocytosis in the investigation criteria for what they call the LEGO-C cancers — L for lung, E for endometrial, G for gastric, O for oesophageal, and C for colorectal, which is a useful reminder for us all.
What further history, examination, and investigations might we consider in primary care if we identify an unexplained high platelet count? As always, we should use our clinical judgment and trust our clinical acumen.
We should consider all the possible underlying causes, including infection, inflammation, and blood loss, including menstrual blood loss in women; myeloproliferative disorders such as polycythemia rubra vera, chronic myeloid leukemia, and essential thrombocythemia; and, of course, underlying malignancy. If a likely underlying reversible cause is present (for example, a recent lower respiratory tract infection), simply repeating the full blood count in 4-6 weeks is quite appropriate to see if the thrombocytosis has resolved.
Remember, 80%-90% of cases are reactive thrombocytosis, and most cases resolve within 3 months. If thrombocytosis is unexplained or not resolving, consider checking ferritin levels to exclude iron deficiency. Consider checking C-reactive protein (CRP) levels to exclude any inflammation, and also consider checking a blood film to exclude any hematologic disorders, in addition, of course, to more detailed history-taking and examination to elicit any red flags.
We can also consider a JAK2 gene mutation test, if it is available to you locally, or a hematology referral if we suspect a myeloproliferative disorder. JAK2 is a genetic mutation that may be present in people with essential thrombocythemia and can indicate a diagnosis of polycythemia rubra vera.
Subsequent to this, and again using our clinical judgment, we then need to exclude the LEGO-C cancers. Consider urgent chest x-ray to exclude lung cancer or pelvic ultrasound in women to exclude endometrial cancer. Also, we should consider an upper gastrointestinal endoscopy, particularly in those individuals who have associated upper gastrointestinal symptoms and/or weight loss.
Finally, consider a qFIT to identify any occult bleeding in the stool, again if it’s available to you, or certainly if not, urgent lower gastrointestinal investigations to exclude colorectal cancer.
Alongside these possible investigations, as always, we should safety-net appropriately within agreed timeframes and check for resolution of the thrombocytosis according to the condition being suspected. Remember, most cases resolve within 3 months.
Returning to Louisa, what did I do? After seeing a platelet count of 600, I subsequently telephoned her and reexplored her history, which yielded nil else of note. Specifically, there was no history of unexplained weight loss, no history of upper or lower gastrointestinal symptoms, and certainly nothing significantly different from her usual irritable bowel syndrome symptoms. There were also no respiratory or genitourinary symptoms of note.
I did arrange for Louisa to undergo a chest x-ray over the next few days, though, as she was an ex-smoker. This was subsequently reported as normal. I appreciate chest x-rays have poor sensitivity for detecting lung cancer, as highlighted in a number of recent papers, but it was mutually agreed with Louisa that we would simply repeat her blood test in around 6 weeks. As well as repeating the full blood count, I arranged to check her ferritin, CRP, and a blood film, and then I was planning to reassess her clinically in person.
These bloods and my subsequent clinical review were reassuring. In fact, her platelet count had normalized after that 6 weeks had elapsed. Her thrombocytosis had resolved.
I didn’t arrange any further follow-up for her, but I did give her the usual safety netting advice to re-present to me or one of my colleagues if she does develop any worrying symptoms or signs.
I appreciate these scenarios are not always this straightforward, but I wanted to outline what investigations and referrals we may need to consider in primary care if we encounter an unexplained high platelet count.
There are a couple of quality-improvement activities for us all to consider in primary care. Consider as a team how we would respond to an incidental finding of thrombocytosis on a full blood count. Also consider what are our safety-netting options for those found to have raised platelet counts but no other symptoms or risk factors for underlying malignancy.
Finally, I’ve produced a Medscape UK primary care hack or clinical aide-memoire on managing unexplained thrombocytosis and associated cancer risk in primary care for all healthcare professionals working in primary care. This can be found online. I hope you find this resource helpful.
Dr. Kevin Fernando, General practitioner partner with specialist interests in cardiovascular, renal, and metabolic medicine, North Berwick Group Practice in Scotland, has disclosed relevant financial relationships with Amarin, Amgen, AstraZeneca, Bayer, Boehringer Ingelheim, Dexcom, Lilly, Menarini, Novartis, Novo Nordisk, Roche Diagnostics, Embecta, Roche Diabetes Care, Sanofi Menarini, and Daiichi Sankyo.
A version of this article first appeared on Medscape.com.
This transcript has been edited for clarity.
In this podcast, I’m going to talk about unexplained high platelet counts, or thrombocytosis, and the risk for cancer in primary care. Let’s start with a typical case we all might see in primary care.
Louisa is 47 years old and is the chief financial officer for a tech startup company. She presents to us in primary care feeling tired all the time — a very common presentation in primary care — with associated reduced appetite. Past medical history includes irritable bowel syndrome, and she’s an ex-smoker.
Systemic inquiry is unremarkable. Specifically, there is no history of weight loss. Louisa has not been prescribed any medication and uses over-the-counter remedies for her irritable bowel syndrome. Examination is also unremarkable. Blood tests were checked, which were all reassuring, except for a platelet count of 612 × 109 cells/L (usual normal range, about 150-450).
What do we do next? Do we refer for an urgent chest x-ray to exclude lung cancer? Do we check a quantitative immunohistochemical fecal occult blood test (qFIT) to identify any occult bleeding in her stool? Do we refer for a routine upper gastrointestinal endoscopy or pelvic ultrasound scan to exclude any upper gastrointestinal or endometrial malignancy?
Do we simply repeat the bloods? If so, do we repeat them routinely or urgently, and indeed, which ones should we recheck?
Louisa has an unexplained thrombocytosis. How do we manage this in primary care? Thrombocytosis is generally defined as a raised platelet count over 450. Importantly, thrombocytosis is a common incidental finding in around 2% of those over 40 years of age attending primary care. Reassuringly, 80%-90% of thrombocytosis is reactive, secondary to acute blood loss, infection, or inflammation, and the majority of cases resolve within 3 months.
Why the concern with Louisa then? Although most cases are reactive, clinical guidance (for example, NICE suspected cancer guidance in the UK and Scottish suspected cancer guidance in Scotland) reminds us that unexplained thrombocytosis is a risk marker for some solid-tumor malignancies.
Previous studies have demonstrated that unexplained thrombocytosis is associated with a 1-year cancer incidence of 11.6% in males and 6.2% in females, well exceeding the standard 3% threshold warranting investigation for underlying malignancy. However, thrombocytosis should not be used as a stand-alone diagnostic or screening test for cancer, or indeed to rule out cancer.
Instead, unexplained thrombocytosis should prompt us to think cancer. The Scottish suspected cancer referral guidelines include thrombocytosis in the investigation criteria for what they call the LEGO-C cancers — L for lung, E for endometrial, G for gastric, O for oesophageal, and C for colorectal, which is a useful reminder for us all.
What further history, examination, and investigations might we consider in primary care if we identify an unexplained high platelet count? As always, we should use our clinical judgment and trust our clinical acumen.
We should consider all the possible underlying causes, including infection, inflammation, and blood loss, including menstrual blood loss in women; myeloproliferative disorders such as polycythemia rubra vera, chronic myeloid leukemia, and essential thrombocythemia; and, of course, underlying malignancy. If a likely underlying reversible cause is present (for example, a recent lower respiratory tract infection), simply repeating the full blood count in 4-6 weeks is quite appropriate to see if the thrombocytosis has resolved.
Remember, 80%-90% of cases are reactive thrombocytosis, and most cases resolve within 3 months. If thrombocytosis is unexplained or not resolving, consider checking ferritin levels to exclude iron deficiency. Consider checking C-reactive protein (CRP) levels to exclude any inflammation, and also consider checking a blood film to exclude any hematologic disorders, in addition, of course, to more detailed history-taking and examination to elicit any red flags.
We can also consider a JAK2 gene mutation test, if it is available to you locally, or a hematology referral if we suspect a myeloproliferative disorder. JAK2 is a genetic mutation that may be present in people with essential thrombocythemia and can indicate a diagnosis of polycythemia rubra vera.
Subsequent to this, and again using our clinical judgment, we then need to exclude the LEGO-C cancers. Consider urgent chest x-ray to exclude lung cancer or pelvic ultrasound in women to exclude endometrial cancer. Also, we should consider an upper gastrointestinal endoscopy, particularly in those individuals who have associated upper gastrointestinal symptoms and/or weight loss.
Finally, consider a qFIT to identify any occult bleeding in the stool, again if it’s available to you, or certainly if not, urgent lower gastrointestinal investigations to exclude colorectal cancer.
Alongside these possible investigations, as always, we should safety-net appropriately within agreed timeframes and check for resolution of the thrombocytosis according to the condition being suspected. Remember, most cases resolve within 3 months.
Returning to Louisa, what did I do? After seeing a platelet count of 600, I subsequently telephoned her and reexplored her history, which yielded nil else of note. Specifically, there was no history of unexplained weight loss, no history of upper or lower gastrointestinal symptoms, and certainly nothing significantly different from her usual irritable bowel syndrome symptoms. There were also no respiratory or genitourinary symptoms of note.
I did arrange for Louisa to undergo a chest x-ray over the next few days, though, as she was an ex-smoker. This was subsequently reported as normal. I appreciate chest x-rays have poor sensitivity for detecting lung cancer, as highlighted in a number of recent papers, but it was mutually agreed with Louisa that we would simply repeat her blood test in around 6 weeks. As well as repeating the full blood count, I arranged to check her ferritin, CRP, and a blood film, and then I was planning to reassess her clinically in person.
These bloods and my subsequent clinical review were reassuring. In fact, her platelet count had normalized after that 6 weeks had elapsed. Her thrombocytosis had resolved.
I didn’t arrange any further follow-up for her, but I did give her the usual safety netting advice to re-present to me or one of my colleagues if she does develop any worrying symptoms or signs.
I appreciate these scenarios are not always this straightforward, but I wanted to outline what investigations and referrals we may need to consider in primary care if we encounter an unexplained high platelet count.
There are a couple of quality-improvement activities for us all to consider in primary care. Consider as a team how we would respond to an incidental finding of thrombocytosis on a full blood count. Also consider what are our safety-netting options for those found to have raised platelet counts but no other symptoms or risk factors for underlying malignancy.
Finally, I’ve produced a Medscape UK primary care hack or clinical aide-memoire on managing unexplained thrombocytosis and associated cancer risk in primary care for all healthcare professionals working in primary care. This can be found online. I hope you find this resource helpful.
Dr. Kevin Fernando, General practitioner partner with specialist interests in cardiovascular, renal, and metabolic medicine, North Berwick Group Practice in Scotland, has disclosed relevant financial relationships with Amarin, Amgen, AstraZeneca, Bayer, Boehringer Ingelheim, Dexcom, Lilly, Menarini, Novartis, Novo Nordisk, Roche Diagnostics, Embecta, Roche Diabetes Care, Sanofi Menarini, and Daiichi Sankyo.
A version of this article first appeared on Medscape.com.
Abuse of the Safety-Net 340B Drug Pricing Program: Why Should Physicians Care?
The 340B Drug Pricing Program began as a noble endeavor, a lifeline designed to help safety-net providers deliver affordable care to America’s most vulnerable populations. However, over the years, this well-intentioned program has strayed from its original purpose, becoming a lucrative space where profits often outweigh patients. Loopholes, lax oversight, and unchecked expansion have allowed some powerful players, such as certain disproportionate share hospitals and their “child sites” as well as for-profit pharmacies, to exploit the system. What was once a program to uplift underserved communities now risks becoming a case study in how good intentions can go astray without accountability.
What exactly is this “340B program” that has captured headlines and the interest of legislatures around the country? What ensures that pharmaceutical manufacturers continue to participate in this program? How lucrative is it? How have underserved populations benefited and how is that measured?
The 340B Drug Pricing Program was established in 1992 under the Public Health Service Act. Its primary goal is to enable covered entities (such as hospitals and clinics serving low-income and uninsured patients) to purchase outpatient drugs from pharmaceutical manufacturers at significantly reduced prices in order to support their care of the low-income and underserved populations. Drug makers are required to participate in this program as a condition of their participation in Medicaid and Medicare Part B and offer these steep discounts to covered entities if they want their medications to be available to 38% of patients nationwide.
The hospitals that make up 78% of the program’s spending are known as disproportionate share hospitals (DSHs). These hospitals must be nonprofit and have at least an 11.75% “disproportionate” share of low-income Medicare or Medicaid inpatients. The other types of non-hospital entities qualifying for 340B pricing are known as initial “federal grantees.” Some examples include federally qualified health centers (FQHC), Ryan White HIV/AIDS program grantees, and other types of specialized clinics, such as hemophilia treatment centers. It needs to be noted up front that it is not these initial non-hospital federal grantees that need more oversight or reform, since according to the Health Resources and Services Administration (HRSA) 2023 report they make up only 22% of all program spending. It is the large, predominantly DSH health systems that are profiting immensely through exponential growth of their clinics and contract pharmacies. However, these health systems have not been able to show exactly who are their eligible patients and how they have been benefiting them.
When the 340B program was established to offer financial relief to hospitals and clinics taking care of the uninsured, it allowed them to save 20%-50% on drug purchases, which could be reinvested in patient care services. It was hoped that savings from the program could be used to provide free or low-cost medications, free vaccines, and other essential health services, essentially allowing safety-net providers to serve their communities despite financial constraints. The initial grantees are fulfilling that mission, but there are concerns regarding DSHs. (See the Coalition of State Rheumatology Organization’s 340B explanatory statement and policy position for more.)
Why Should Independent Practice Physicians Care About This?
Independent doctors should care about the lack of oversight in the 340B program because it affects healthcare costs, patient assistance, market competition, and access to affordable care for underserved and uninsured patients.
It also plays a strong hand in the healthcare consolidation that continues to threaten private physician practices. These acquisitions threaten the viability of independent practices in a variety of specialties across the United States, including rheumatology. HRSA allows 340B-covered entities to register their off-campus outpatient facilities, or child sites, under their 340B designation. Covered entities can acquire drugs at the 340B price, while imposing markups on the reimbursement they submit to private insurance. The additional revenue these covered entities can pocket provides them with a cash flow advantage that physician practices and outpatient clinics will never be able to actualize. This uneven playing field may make rheumatology practices more susceptible to hospital acquisitions. In fact, between 2016 and 2022, large 340B hospitals were responsible for approximately 80% of hospital acquisitions.
Perhaps the most important reason that we should all be concerned about the trajectory of this well-meaning program is that we have seen patients with hospital debt being sued by DSHs who receive 340B discounts so that they can take care of the low-income patients they are suing. We have seen Medicaid patients be turned away from a DSH clinic after being discharged from that hospital, because the hospital had reached its disproportionate share (11.75%) of inpatient Medicare and Medicaid patients. While not illegal, that type of behavior by covered entities is WRONG! Oversight and reform are needed if the 340B program is going to live up to its purpose and not be just another well-intentioned program not fulfilling its mission.
Areas of Concern
There has been controversy regarding the limited oversight of the 340B program by HRSA, leading to abuse of the program. There are deep concerns regarding a lack of transparency in how savings from the program are being used, and there are concerns about the challenges associated with accurate tracking and reporting of 340B discounts, possibly leading to the duplication of discounts for both Medicaid and 340B. For example, a “duplicate discount” occurs if a manufacturer sells medications to a DSH at the 340B price and later pays a Medicaid rebate on the same drug. The extent of duplicate discounts in the 340B program is unknown. However, an audit of 1,536 cases conducted by HRSA between 2012 and 2019 found 429 instances of noncompliance related to duplicate discounts, which is nearly 30% of cases.
DSHs and their contracted pharmacies have been accused of exploiting the program by increasing the number of contract pharmacies and expanding the number of offsite outpatient clinics to maximize profits. As of mid-2024, the number of 340B contract pharmacies, counted by Drug Channels Institute (DCI), numbered 32,883 unique locations. According to DCI, the top five pharmacies in the program happen also to be among the top pharmacy revenue generators and are “for-profit.” They are CVS, Walgreens, Walmart, Express Scripts, and Optum RX. Additionally, a study in JAMA Health Forum showed that, from 2011 to 2019, contract pharmacies in areas with the lowest income decreased by 5.6% while those in the most affluent neighborhoods grew by 5%.
There also has been tremendous growth in the number of covered entities in the 340B program, which grew from just over 8,100 in 2000 to 50,000 in 2020. Before 2004, DSHs made up less than 10% of these entities, but by 2020, they accounted for over 60%. Another study shows that DSHs are expanding their offsite outpatient clinics (“child clinics”) into the affluent neighborhoods serving commercially insured patients who are not low income, to capture the high commercial reimbursements for medications they acquired at steeply discounted prices. This clearly is diverting care away from the intended beneficiaries of the 340B program.
Furthermore, DSHs have been acquiring specialty practices that prescribe some of the most expensive drugs, in order to take advantage of commercial reimbursement for medications that were acquired at the 340B discount price. Independent oncology practices have complained specifically about this happening in their area, where in some cases the DSHs have “stolen” their patients to profit off of the 340B pricing margins. This has the unintended consequence of increasing government spending, according to a study in the New England Journal of Medicine that showed price markups at 340B eligible hospitals were 6.59 times as high as those in independent physician practices after accounting for drug, patient, and geographic factors.
Legal Challenges and Legislation
On May 21, 2024, the US Court of Appeals for the DC Circuit issued a unanimous decision in favor of drug manufacturers, finding that certain manufacturer restrictions on the use of contract pharmacies under the 340B drug pricing program are permissible. The court’s decision follows a lower court (3rd Circuit) ruling which concluded that the 340B statute does not require manufacturers to deliver 340B drugs to an “unlimited number of contract pharmacies.” We’re still awaiting a decision from the 7th Circuit Court on a similar issue. If the 7th Circuit agrees with the government, creating a split decision, there is an increase in the likelihood that the Supreme Court would take up the case.
Johnson & Johnson has also sued the federal government for blocking their proposed use of a rebate model for DSHs that purchase through 340B two of its medications, Stelara and Xarelto, whose maximum fair price was negotiated through the Inflation Reduction Act’s Medicare Drug Price Negotiation Program. J&J states this would ensure that the claims are actually acquired and dispensed by a covered 340B entity, as well as ensuring there are no duplicate discounts as statutorily required by the IRA. When initially proposed, HRSA threatened to remove J&J’s access to Medicare and Medicaid if it pursued this change. J&J’s suit challenges that decision.
However, seven states (Arkansas, Kansas, Louisiana, Minnesota, Missouri, Mississippi, and West Virginia) have been active on this issue, passing laws to prevent manufacturers from limiting contract pharmacies’ ability to acquire 340B-discounted drugs. The model legislation also bans restrictions on the “number, location, ownership, or type of 340B contract pharmacy.”
It should also be noted that there are states that are looking for ways to encourage certain independent private practice specialties (such as gastroenterology and rheumatology) to see Medicaid patients, as well as increase testing for sexually transmitted diseases, by offering the possibility of obtaining 340B pricing in their clinics.
Shifting our focus to Congress, six bipartisan Senators, known as the Group of 6, are working to modernize the 340B program, which hasn’t been updated since the original law in 1992. In 2024, legislation was introduced (see here and here) to reform a number of the features of the 340B drug discount program, including transparency, contract pharmacy requirements, and federal agency oversight.
Who’s Guarding the Hen House?
The Government Accountability Office and the Office of Inspector General over the last 5-10 years have asked HRSA to better define an “eligible” patient, to have more specifics concerning hospital eligibility criteria, and to have better oversight of the program to avoid duplicate discounts. HRSA has said that it doesn’t have the ability or the funding to achieve some of these goals. Consequently, little has been done on any of these fronts, creating frustration among pharmaceutical manufacturers and those calling for more oversight of the program to ensure that eligible patients are receiving the benefit of 340B pricing. Again, these frustrations are not pointed at the initial federally qualified centers or “grantees.”
HRSA now audits 200 covered entities a year, which is less than 2% of entities participating in the 340B program. HRSA expects the 340B entities themselves to have an oversight committee in place to ensure compliance with program requirements.
So essentially, the fox is guarding the hen house?
Dr. Feldman is a rheumatologist in private practice with The Rheumatology Group in New Orleans. She is the CSRO’s vice president of advocacy and government affairs and its immediate past president, as well as past chair of the Alliance for Safe Biologic Medicines and a past member of the American College of Rheumatology insurance subcommittee. You can reach her at rhnews@mdedge.com.
The 340B Drug Pricing Program began as a noble endeavor, a lifeline designed to help safety-net providers deliver affordable care to America’s most vulnerable populations. However, over the years, this well-intentioned program has strayed from its original purpose, becoming a lucrative space where profits often outweigh patients. Loopholes, lax oversight, and unchecked expansion have allowed some powerful players, such as certain disproportionate share hospitals and their “child sites” as well as for-profit pharmacies, to exploit the system. What was once a program to uplift underserved communities now risks becoming a case study in how good intentions can go astray without accountability.
What exactly is this “340B program” that has captured headlines and the interest of legislatures around the country? What ensures that pharmaceutical manufacturers continue to participate in this program? How lucrative is it? How have underserved populations benefited and how is that measured?
The 340B Drug Pricing Program was established in 1992 under the Public Health Service Act. Its primary goal is to enable covered entities (such as hospitals and clinics serving low-income and uninsured patients) to purchase outpatient drugs from pharmaceutical manufacturers at significantly reduced prices in order to support their care of the low-income and underserved populations. Drug makers are required to participate in this program as a condition of their participation in Medicaid and Medicare Part B and offer these steep discounts to covered entities if they want their medications to be available to 38% of patients nationwide.
The hospitals that make up 78% of the program’s spending are known as disproportionate share hospitals (DSHs). These hospitals must be nonprofit and have at least an 11.75% “disproportionate” share of low-income Medicare or Medicaid inpatients. The other types of non-hospital entities qualifying for 340B pricing are known as initial “federal grantees.” Some examples include federally qualified health centers (FQHC), Ryan White HIV/AIDS program grantees, and other types of specialized clinics, such as hemophilia treatment centers. It needs to be noted up front that it is not these initial non-hospital federal grantees that need more oversight or reform, since according to the Health Resources and Services Administration (HRSA) 2023 report they make up only 22% of all program spending. It is the large, predominantly DSH health systems that are profiting immensely through exponential growth of their clinics and contract pharmacies. However, these health systems have not been able to show exactly who are their eligible patients and how they have been benefiting them.
When the 340B program was established to offer financial relief to hospitals and clinics taking care of the uninsured, it allowed them to save 20%-50% on drug purchases, which could be reinvested in patient care services. It was hoped that savings from the program could be used to provide free or low-cost medications, free vaccines, and other essential health services, essentially allowing safety-net providers to serve their communities despite financial constraints. The initial grantees are fulfilling that mission, but there are concerns regarding DSHs. (See the Coalition of State Rheumatology Organization’s 340B explanatory statement and policy position for more.)
Why Should Independent Practice Physicians Care About This?
Independent doctors should care about the lack of oversight in the 340B program because it affects healthcare costs, patient assistance, market competition, and access to affordable care for underserved and uninsured patients.
It also plays a strong hand in the healthcare consolidation that continues to threaten private physician practices. These acquisitions threaten the viability of independent practices in a variety of specialties across the United States, including rheumatology. HRSA allows 340B-covered entities to register their off-campus outpatient facilities, or child sites, under their 340B designation. Covered entities can acquire drugs at the 340B price, while imposing markups on the reimbursement they submit to private insurance. The additional revenue these covered entities can pocket provides them with a cash flow advantage that physician practices and outpatient clinics will never be able to actualize. This uneven playing field may make rheumatology practices more susceptible to hospital acquisitions. In fact, between 2016 and 2022, large 340B hospitals were responsible for approximately 80% of hospital acquisitions.
Perhaps the most important reason that we should all be concerned about the trajectory of this well-meaning program is that we have seen patients with hospital debt being sued by DSHs who receive 340B discounts so that they can take care of the low-income patients they are suing. We have seen Medicaid patients be turned away from a DSH clinic after being discharged from that hospital, because the hospital had reached its disproportionate share (11.75%) of inpatient Medicare and Medicaid patients. While not illegal, that type of behavior by covered entities is WRONG! Oversight and reform are needed if the 340B program is going to live up to its purpose and not be just another well-intentioned program not fulfilling its mission.
Areas of Concern
There has been controversy regarding the limited oversight of the 340B program by HRSA, leading to abuse of the program. There are deep concerns regarding a lack of transparency in how savings from the program are being used, and there are concerns about the challenges associated with accurate tracking and reporting of 340B discounts, possibly leading to the duplication of discounts for both Medicaid and 340B. For example, a “duplicate discount” occurs if a manufacturer sells medications to a DSH at the 340B price and later pays a Medicaid rebate on the same drug. The extent of duplicate discounts in the 340B program is unknown. However, an audit of 1,536 cases conducted by HRSA between 2012 and 2019 found 429 instances of noncompliance related to duplicate discounts, which is nearly 30% of cases.
DSHs and their contracted pharmacies have been accused of exploiting the program by increasing the number of contract pharmacies and expanding the number of offsite outpatient clinics to maximize profits. As of mid-2024, the number of 340B contract pharmacies, counted by Drug Channels Institute (DCI), numbered 32,883 unique locations. According to DCI, the top five pharmacies in the program happen also to be among the top pharmacy revenue generators and are “for-profit.” They are CVS, Walgreens, Walmart, Express Scripts, and Optum RX. Additionally, a study in JAMA Health Forum showed that, from 2011 to 2019, contract pharmacies in areas with the lowest income decreased by 5.6% while those in the most affluent neighborhoods grew by 5%.
There also has been tremendous growth in the number of covered entities in the 340B program, which grew from just over 8,100 in 2000 to 50,000 in 2020. Before 2004, DSHs made up less than 10% of these entities, but by 2020, they accounted for over 60%. Another study shows that DSHs are expanding their offsite outpatient clinics (“child clinics”) into the affluent neighborhoods serving commercially insured patients who are not low income, to capture the high commercial reimbursements for medications they acquired at steeply discounted prices. This clearly is diverting care away from the intended beneficiaries of the 340B program.
Furthermore, DSHs have been acquiring specialty practices that prescribe some of the most expensive drugs, in order to take advantage of commercial reimbursement for medications that were acquired at the 340B discount price. Independent oncology practices have complained specifically about this happening in their area, where in some cases the DSHs have “stolen” their patients to profit off of the 340B pricing margins. This has the unintended consequence of increasing government spending, according to a study in the New England Journal of Medicine that showed price markups at 340B eligible hospitals were 6.59 times as high as those in independent physician practices after accounting for drug, patient, and geographic factors.
Legal Challenges and Legislation
On May 21, 2024, the US Court of Appeals for the DC Circuit issued a unanimous decision in favor of drug manufacturers, finding that certain manufacturer restrictions on the use of contract pharmacies under the 340B drug pricing program are permissible. The court’s decision follows a lower court (3rd Circuit) ruling which concluded that the 340B statute does not require manufacturers to deliver 340B drugs to an “unlimited number of contract pharmacies.” We’re still awaiting a decision from the 7th Circuit Court on a similar issue. If the 7th Circuit agrees with the government, creating a split decision, there is an increase in the likelihood that the Supreme Court would take up the case.
Johnson & Johnson has also sued the federal government for blocking their proposed use of a rebate model for DSHs that purchase through 340B two of its medications, Stelara and Xarelto, whose maximum fair price was negotiated through the Inflation Reduction Act’s Medicare Drug Price Negotiation Program. J&J states this would ensure that the claims are actually acquired and dispensed by a covered 340B entity, as well as ensuring there are no duplicate discounts as statutorily required by the IRA. When initially proposed, HRSA threatened to remove J&J’s access to Medicare and Medicaid if it pursued this change. J&J’s suit challenges that decision.
However, seven states (Arkansas, Kansas, Louisiana, Minnesota, Missouri, Mississippi, and West Virginia) have been active on this issue, passing laws to prevent manufacturers from limiting contract pharmacies’ ability to acquire 340B-discounted drugs. The model legislation also bans restrictions on the “number, location, ownership, or type of 340B contract pharmacy.”
It should also be noted that there are states that are looking for ways to encourage certain independent private practice specialties (such as gastroenterology and rheumatology) to see Medicaid patients, as well as increase testing for sexually transmitted diseases, by offering the possibility of obtaining 340B pricing in their clinics.
Shifting our focus to Congress, six bipartisan Senators, known as the Group of 6, are working to modernize the 340B program, which hasn’t been updated since the original law in 1992. In 2024, legislation was introduced (see here and here) to reform a number of the features of the 340B drug discount program, including transparency, contract pharmacy requirements, and federal agency oversight.
Who’s Guarding the Hen House?
The Government Accountability Office and the Office of Inspector General over the last 5-10 years have asked HRSA to better define an “eligible” patient, to have more specifics concerning hospital eligibility criteria, and to have better oversight of the program to avoid duplicate discounts. HRSA has said that it doesn’t have the ability or the funding to achieve some of these goals. Consequently, little has been done on any of these fronts, creating frustration among pharmaceutical manufacturers and those calling for more oversight of the program to ensure that eligible patients are receiving the benefit of 340B pricing. Again, these frustrations are not pointed at the initial federally qualified centers or “grantees.”
HRSA now audits 200 covered entities a year, which is less than 2% of entities participating in the 340B program. HRSA expects the 340B entities themselves to have an oversight committee in place to ensure compliance with program requirements.
So essentially, the fox is guarding the hen house?
Dr. Feldman is a rheumatologist in private practice with The Rheumatology Group in New Orleans. She is the CSRO’s vice president of advocacy and government affairs and its immediate past president, as well as past chair of the Alliance for Safe Biologic Medicines and a past member of the American College of Rheumatology insurance subcommittee. You can reach her at rhnews@mdedge.com.
The 340B Drug Pricing Program began as a noble endeavor, a lifeline designed to help safety-net providers deliver affordable care to America’s most vulnerable populations. However, over the years, this well-intentioned program has strayed from its original purpose, becoming a lucrative space where profits often outweigh patients. Loopholes, lax oversight, and unchecked expansion have allowed some powerful players, such as certain disproportionate share hospitals and their “child sites” as well as for-profit pharmacies, to exploit the system. What was once a program to uplift underserved communities now risks becoming a case study in how good intentions can go astray without accountability.
What exactly is this “340B program” that has captured headlines and the interest of legislatures around the country? What ensures that pharmaceutical manufacturers continue to participate in this program? How lucrative is it? How have underserved populations benefited and how is that measured?
The 340B Drug Pricing Program was established in 1992 under the Public Health Service Act. Its primary goal is to enable covered entities (such as hospitals and clinics serving low-income and uninsured patients) to purchase outpatient drugs from pharmaceutical manufacturers at significantly reduced prices in order to support their care of the low-income and underserved populations. Drug makers are required to participate in this program as a condition of their participation in Medicaid and Medicare Part B and offer these steep discounts to covered entities if they want their medications to be available to 38% of patients nationwide.
The hospitals that make up 78% of the program’s spending are known as disproportionate share hospitals (DSHs). These hospitals must be nonprofit and have at least an 11.75% “disproportionate” share of low-income Medicare or Medicaid inpatients. The other types of non-hospital entities qualifying for 340B pricing are known as initial “federal grantees.” Some examples include federally qualified health centers (FQHC), Ryan White HIV/AIDS program grantees, and other types of specialized clinics, such as hemophilia treatment centers. It needs to be noted up front that it is not these initial non-hospital federal grantees that need more oversight or reform, since according to the Health Resources and Services Administration (HRSA) 2023 report they make up only 22% of all program spending. It is the large, predominantly DSH health systems that are profiting immensely through exponential growth of their clinics and contract pharmacies. However, these health systems have not been able to show exactly who are their eligible patients and how they have been benefiting them.
When the 340B program was established to offer financial relief to hospitals and clinics taking care of the uninsured, it allowed them to save 20%-50% on drug purchases, which could be reinvested in patient care services. It was hoped that savings from the program could be used to provide free or low-cost medications, free vaccines, and other essential health services, essentially allowing safety-net providers to serve their communities despite financial constraints. The initial grantees are fulfilling that mission, but there are concerns regarding DSHs. (See the Coalition of State Rheumatology Organization’s 340B explanatory statement and policy position for more.)
Why Should Independent Practice Physicians Care About This?
Independent doctors should care about the lack of oversight in the 340B program because it affects healthcare costs, patient assistance, market competition, and access to affordable care for underserved and uninsured patients.
It also plays a strong hand in the healthcare consolidation that continues to threaten private physician practices. These acquisitions threaten the viability of independent practices in a variety of specialties across the United States, including rheumatology. HRSA allows 340B-covered entities to register their off-campus outpatient facilities, or child sites, under their 340B designation. Covered entities can acquire drugs at the 340B price, while imposing markups on the reimbursement they submit to private insurance. The additional revenue these covered entities can pocket provides them with a cash flow advantage that physician practices and outpatient clinics will never be able to actualize. This uneven playing field may make rheumatology practices more susceptible to hospital acquisitions. In fact, between 2016 and 2022, large 340B hospitals were responsible for approximately 80% of hospital acquisitions.
Perhaps the most important reason that we should all be concerned about the trajectory of this well-meaning program is that we have seen patients with hospital debt being sued by DSHs who receive 340B discounts so that they can take care of the low-income patients they are suing. We have seen Medicaid patients be turned away from a DSH clinic after being discharged from that hospital, because the hospital had reached its disproportionate share (11.75%) of inpatient Medicare and Medicaid patients. While not illegal, that type of behavior by covered entities is WRONG! Oversight and reform are needed if the 340B program is going to live up to its purpose and not be just another well-intentioned program not fulfilling its mission.
Areas of Concern
There has been controversy regarding the limited oversight of the 340B program by HRSA, leading to abuse of the program. There are deep concerns regarding a lack of transparency in how savings from the program are being used, and there are concerns about the challenges associated with accurate tracking and reporting of 340B discounts, possibly leading to the duplication of discounts for both Medicaid and 340B. For example, a “duplicate discount” occurs if a manufacturer sells medications to a DSH at the 340B price and later pays a Medicaid rebate on the same drug. The extent of duplicate discounts in the 340B program is unknown. However, an audit of 1,536 cases conducted by HRSA between 2012 and 2019 found 429 instances of noncompliance related to duplicate discounts, which is nearly 30% of cases.
DSHs and their contracted pharmacies have been accused of exploiting the program by increasing the number of contract pharmacies and expanding the number of offsite outpatient clinics to maximize profits. As of mid-2024, the number of 340B contract pharmacies, counted by Drug Channels Institute (DCI), numbered 32,883 unique locations. According to DCI, the top five pharmacies in the program happen also to be among the top pharmacy revenue generators and are “for-profit.” They are CVS, Walgreens, Walmart, Express Scripts, and Optum RX. Additionally, a study in JAMA Health Forum showed that, from 2011 to 2019, contract pharmacies in areas with the lowest income decreased by 5.6% while those in the most affluent neighborhoods grew by 5%.
There also has been tremendous growth in the number of covered entities in the 340B program, which grew from just over 8,100 in 2000 to 50,000 in 2020. Before 2004, DSHs made up less than 10% of these entities, but by 2020, they accounted for over 60%. Another study shows that DSHs are expanding their offsite outpatient clinics (“child clinics”) into the affluent neighborhoods serving commercially insured patients who are not low income, to capture the high commercial reimbursements for medications they acquired at steeply discounted prices. This clearly is diverting care away from the intended beneficiaries of the 340B program.
Furthermore, DSHs have been acquiring specialty practices that prescribe some of the most expensive drugs, in order to take advantage of commercial reimbursement for medications that were acquired at the 340B discount price. Independent oncology practices have complained specifically about this happening in their area, where in some cases the DSHs have “stolen” their patients to profit off of the 340B pricing margins. This has the unintended consequence of increasing government spending, according to a study in the New England Journal of Medicine that showed price markups at 340B eligible hospitals were 6.59 times as high as those in independent physician practices after accounting for drug, patient, and geographic factors.
Legal Challenges and Legislation
On May 21, 2024, the US Court of Appeals for the DC Circuit issued a unanimous decision in favor of drug manufacturers, finding that certain manufacturer restrictions on the use of contract pharmacies under the 340B drug pricing program are permissible. The court’s decision follows a lower court (3rd Circuit) ruling which concluded that the 340B statute does not require manufacturers to deliver 340B drugs to an “unlimited number of contract pharmacies.” We’re still awaiting a decision from the 7th Circuit Court on a similar issue. If the 7th Circuit agrees with the government, creating a split decision, there is an increase in the likelihood that the Supreme Court would take up the case.
Johnson & Johnson has also sued the federal government for blocking their proposed use of a rebate model for DSHs that purchase through 340B two of its medications, Stelara and Xarelto, whose maximum fair price was negotiated through the Inflation Reduction Act’s Medicare Drug Price Negotiation Program. J&J states this would ensure that the claims are actually acquired and dispensed by a covered 340B entity, as well as ensuring there are no duplicate discounts as statutorily required by the IRA. When initially proposed, HRSA threatened to remove J&J’s access to Medicare and Medicaid if it pursued this change. J&J’s suit challenges that decision.
However, seven states (Arkansas, Kansas, Louisiana, Minnesota, Missouri, Mississippi, and West Virginia) have been active on this issue, passing laws to prevent manufacturers from limiting contract pharmacies’ ability to acquire 340B-discounted drugs. The model legislation also bans restrictions on the “number, location, ownership, or type of 340B contract pharmacy.”
It should also be noted that there are states that are looking for ways to encourage certain independent private practice specialties (such as gastroenterology and rheumatology) to see Medicaid patients, as well as increase testing for sexually transmitted diseases, by offering the possibility of obtaining 340B pricing in their clinics.
Shifting our focus to Congress, six bipartisan Senators, known as the Group of 6, are working to modernize the 340B program, which hasn’t been updated since the original law in 1992. In 2024, legislation was introduced (see here and here) to reform a number of the features of the 340B drug discount program, including transparency, contract pharmacy requirements, and federal agency oversight.
Who’s Guarding the Hen House?
The Government Accountability Office and the Office of Inspector General over the last 5-10 years have asked HRSA to better define an “eligible” patient, to have more specifics concerning hospital eligibility criteria, and to have better oversight of the program to avoid duplicate discounts. HRSA has said that it doesn’t have the ability or the funding to achieve some of these goals. Consequently, little has been done on any of these fronts, creating frustration among pharmaceutical manufacturers and those calling for more oversight of the program to ensure that eligible patients are receiving the benefit of 340B pricing. Again, these frustrations are not pointed at the initial federally qualified centers or “grantees.”
HRSA now audits 200 covered entities a year, which is less than 2% of entities participating in the 340B program. HRSA expects the 340B entities themselves to have an oversight committee in place to ensure compliance with program requirements.
So essentially, the fox is guarding the hen house?
Dr. Feldman is a rheumatologist in private practice with The Rheumatology Group in New Orleans. She is the CSRO’s vice president of advocacy and government affairs and its immediate past president, as well as past chair of the Alliance for Safe Biologic Medicines and a past member of the American College of Rheumatology insurance subcommittee. You can reach her at rhnews@mdedge.com.
Retire? Not Me! A Physician’s Journey of Reinvention
I’ve tried to retire from medicine. Really. Proofs of my sincerity include a true retirement from performing procedures and the closing of two office practices. I even attended the wonderful retirement party my daughters threw for me.
I had great plans for my newfound leisure time. I purchased about a thousand colored pencils to map my family ancestry. I wore out many magic erasers in my cleaning efforts. I cajoled my husband, Tony, to help me build not one, but three, gardens in our yard. Upon realizing I had no more weeds or closets to conquer, I began a Dante-like descent into a dark abyss. I felt my sadness was justified. After all, I had immensely enjoyed my early medical life.
From Private Practice to Being Employed
I had a joint cardiology practice with the great Jim Whiteside, MD, in South Central Kentucky for 24 years. Our schedule was always bursting at the seams in the heart of tobacco country. We opened the first cath lab in our hospital, inspired the purchase of a new nuclear scanner, and expanded the stress echo lab. After a 6-year odyssey, we successfully championed primary PCI without surgery on site (along with Ephraim McDowell Regional Medical Center in Danville, Kentucky). As our services expanded, we remodeled to accommodate three cardiologists and two nurse practitioners. Simultaneously, we lobbied our city council and mayor to pass smoke-free legislation, a lightning rod topic in a culture still loyal to a burning weed whose worth had paled in comparison to the cost of its carnage. We were “running wide open” and believed that we were doing important work.
But then our forward-thinking, appreciative CEO and friend died suddenly, and the open communication and innovation seemingly vanished. Those events inspired my first “retirement.” After this, I became employed for the first time and was blessed once again with a wonderful partner and colleagues. But despite those blessings, the global practice of medicine had begun to change. Physicians were now seen by some as widgets; their worth measured in productivity. A few years in, I needed part-time work to care for my aging parents. My employer needed more, thus inspiring my second “retirement”.
My Second ‘Retirement’
My parents died within 4 months of each other in 2020. Suddenly, I was untethered from both my professional persona and role as caregiver. It was then that my sadness accelerated toward what seemed like the second circle of Hell, with many more to come.
To many, my sadness made no sense. Our accountant reassured us that we no longer “needed” to work, and I was (and still am) happily married to my high school sweetheart. Our beautiful daughters were healthy and thriving. Although I mouthed appreciation for my blessings in prayer, I could not prevent myself from sinking further.
My always supportive husband was worried. Tony had skipped happily into his retirement from teaching. He had hoped I would do that same. “You cannot sit on that couch and mope for the rest of your life,” he said, exasperated.
I thought about doing just that, until one day I answered a phone call to hear, “Doctor, have you ever been to Montana?” Before I could cut her off, the woman charged into the description of a job opening for a locums cardiologist. I immediately sat up. “No office work?” I questioned.
“No, this is strictly hospital call, rounds, and reading studies.” I didn’t know such jobs existed.
“What is the salary, and what do you cover?” I asked trying to conceal the fact that Tony would have gladly paid her to get me off the couch.
Finding What Suits Me
If I’m honest, since my training days, hospital work is all I have ever wanted. I’ve always felt trapped by the imaginary timer that is part of every office visit. I found running a code less challenging than having to stand and end an office visit that might leave a patient wanting more.
On hospital days, there are no scheduled time slots. I can triage patients according to their needs. My deadlines are self-imposed: To have a morning coffee with Tony. To deliver the best care possible. To educate as much as time will allow. To beat the midnight clock, after which billing is a little more difficult.
I will soon begin my seventh year as an inpatient, acute-care cardiologist. Although I was flattered to be considered for full-time work, I couldn’t do that to Tony (who declined to move from Kentucky). We struck a deal that we’d travel to the same facility, where I work seven to nine jobs a year.
Tony golfs while I work and he jokes that he is a “real go-getter,” explaining that “I take her to work in the morning and then at night, I go get her!”
For those considering this line of work, it’s not for the faint of heart. My workday can stretch to over 16 hours. But I work in the best of hospital settings. On morning rounds, we present every single patient on the service. Our ER is staffed 100% of the time with at least four board-certified emergency medicine trained physicians. Everyone I work with shares a patient-first philosophy.
Because of this, I have quite easily ascended from Dante’s inferno. I am happy again in my professional life.
I know I’ll eventually have to retire for real, and I hope it will be at a time of my choosing and not enforced by the failings of modern medicine. I believe that these past few years will help ease that transition. And when that time comes, I’ll able to look back and know that I was blessed with a long and mostly satisfying career.
Until then, my magic erasers, colored pencils and gardening will have to wait.
Dr. Walton-Shirley is a clinical cardiologist from Nashville, Tennessee. She reported no relevant conflicts of interest.
A version of this article first appeared on Medscape.com.
I’ve tried to retire from medicine. Really. Proofs of my sincerity include a true retirement from performing procedures and the closing of two office practices. I even attended the wonderful retirement party my daughters threw for me.
I had great plans for my newfound leisure time. I purchased about a thousand colored pencils to map my family ancestry. I wore out many magic erasers in my cleaning efforts. I cajoled my husband, Tony, to help me build not one, but three, gardens in our yard. Upon realizing I had no more weeds or closets to conquer, I began a Dante-like descent into a dark abyss. I felt my sadness was justified. After all, I had immensely enjoyed my early medical life.
From Private Practice to Being Employed
I had a joint cardiology practice with the great Jim Whiteside, MD, in South Central Kentucky for 24 years. Our schedule was always bursting at the seams in the heart of tobacco country. We opened the first cath lab in our hospital, inspired the purchase of a new nuclear scanner, and expanded the stress echo lab. After a 6-year odyssey, we successfully championed primary PCI without surgery on site (along with Ephraim McDowell Regional Medical Center in Danville, Kentucky). As our services expanded, we remodeled to accommodate three cardiologists and two nurse practitioners. Simultaneously, we lobbied our city council and mayor to pass smoke-free legislation, a lightning rod topic in a culture still loyal to a burning weed whose worth had paled in comparison to the cost of its carnage. We were “running wide open” and believed that we were doing important work.
But then our forward-thinking, appreciative CEO and friend died suddenly, and the open communication and innovation seemingly vanished. Those events inspired my first “retirement.” After this, I became employed for the first time and was blessed once again with a wonderful partner and colleagues. But despite those blessings, the global practice of medicine had begun to change. Physicians were now seen by some as widgets; their worth measured in productivity. A few years in, I needed part-time work to care for my aging parents. My employer needed more, thus inspiring my second “retirement”.
My Second ‘Retirement’
My parents died within 4 months of each other in 2020. Suddenly, I was untethered from both my professional persona and role as caregiver. It was then that my sadness accelerated toward what seemed like the second circle of Hell, with many more to come.
To many, my sadness made no sense. Our accountant reassured us that we no longer “needed” to work, and I was (and still am) happily married to my high school sweetheart. Our beautiful daughters were healthy and thriving. Although I mouthed appreciation for my blessings in prayer, I could not prevent myself from sinking further.
My always supportive husband was worried. Tony had skipped happily into his retirement from teaching. He had hoped I would do that same. “You cannot sit on that couch and mope for the rest of your life,” he said, exasperated.
I thought about doing just that, until one day I answered a phone call to hear, “Doctor, have you ever been to Montana?” Before I could cut her off, the woman charged into the description of a job opening for a locums cardiologist. I immediately sat up. “No office work?” I questioned.
“No, this is strictly hospital call, rounds, and reading studies.” I didn’t know such jobs existed.
“What is the salary, and what do you cover?” I asked trying to conceal the fact that Tony would have gladly paid her to get me off the couch.
Finding What Suits Me
If I’m honest, since my training days, hospital work is all I have ever wanted. I’ve always felt trapped by the imaginary timer that is part of every office visit. I found running a code less challenging than having to stand and end an office visit that might leave a patient wanting more.
On hospital days, there are no scheduled time slots. I can triage patients according to their needs. My deadlines are self-imposed: To have a morning coffee with Tony. To deliver the best care possible. To educate as much as time will allow. To beat the midnight clock, after which billing is a little more difficult.
I will soon begin my seventh year as an inpatient, acute-care cardiologist. Although I was flattered to be considered for full-time work, I couldn’t do that to Tony (who declined to move from Kentucky). We struck a deal that we’d travel to the same facility, where I work seven to nine jobs a year.
Tony golfs while I work and he jokes that he is a “real go-getter,” explaining that “I take her to work in the morning and then at night, I go get her!”
For those considering this line of work, it’s not for the faint of heart. My workday can stretch to over 16 hours. But I work in the best of hospital settings. On morning rounds, we present every single patient on the service. Our ER is staffed 100% of the time with at least four board-certified emergency medicine trained physicians. Everyone I work with shares a patient-first philosophy.
Because of this, I have quite easily ascended from Dante’s inferno. I am happy again in my professional life.
I know I’ll eventually have to retire for real, and I hope it will be at a time of my choosing and not enforced by the failings of modern medicine. I believe that these past few years will help ease that transition. And when that time comes, I’ll able to look back and know that I was blessed with a long and mostly satisfying career.
Until then, my magic erasers, colored pencils and gardening will have to wait.
Dr. Walton-Shirley is a clinical cardiologist from Nashville, Tennessee. She reported no relevant conflicts of interest.
A version of this article first appeared on Medscape.com.
I’ve tried to retire from medicine. Really. Proofs of my sincerity include a true retirement from performing procedures and the closing of two office practices. I even attended the wonderful retirement party my daughters threw for me.
I had great plans for my newfound leisure time. I purchased about a thousand colored pencils to map my family ancestry. I wore out many magic erasers in my cleaning efforts. I cajoled my husband, Tony, to help me build not one, but three, gardens in our yard. Upon realizing I had no more weeds or closets to conquer, I began a Dante-like descent into a dark abyss. I felt my sadness was justified. After all, I had immensely enjoyed my early medical life.
From Private Practice to Being Employed
I had a joint cardiology practice with the great Jim Whiteside, MD, in South Central Kentucky for 24 years. Our schedule was always bursting at the seams in the heart of tobacco country. We opened the first cath lab in our hospital, inspired the purchase of a new nuclear scanner, and expanded the stress echo lab. After a 6-year odyssey, we successfully championed primary PCI without surgery on site (along with Ephraim McDowell Regional Medical Center in Danville, Kentucky). As our services expanded, we remodeled to accommodate three cardiologists and two nurse practitioners. Simultaneously, we lobbied our city council and mayor to pass smoke-free legislation, a lightning rod topic in a culture still loyal to a burning weed whose worth had paled in comparison to the cost of its carnage. We were “running wide open” and believed that we were doing important work.
But then our forward-thinking, appreciative CEO and friend died suddenly, and the open communication and innovation seemingly vanished. Those events inspired my first “retirement.” After this, I became employed for the first time and was blessed once again with a wonderful partner and colleagues. But despite those blessings, the global practice of medicine had begun to change. Physicians were now seen by some as widgets; their worth measured in productivity. A few years in, I needed part-time work to care for my aging parents. My employer needed more, thus inspiring my second “retirement”.
My Second ‘Retirement’
My parents died within 4 months of each other in 2020. Suddenly, I was untethered from both my professional persona and role as caregiver. It was then that my sadness accelerated toward what seemed like the second circle of Hell, with many more to come.
To many, my sadness made no sense. Our accountant reassured us that we no longer “needed” to work, and I was (and still am) happily married to my high school sweetheart. Our beautiful daughters were healthy and thriving. Although I mouthed appreciation for my blessings in prayer, I could not prevent myself from sinking further.
My always supportive husband was worried. Tony had skipped happily into his retirement from teaching. He had hoped I would do that same. “You cannot sit on that couch and mope for the rest of your life,” he said, exasperated.
I thought about doing just that, until one day I answered a phone call to hear, “Doctor, have you ever been to Montana?” Before I could cut her off, the woman charged into the description of a job opening for a locums cardiologist. I immediately sat up. “No office work?” I questioned.
“No, this is strictly hospital call, rounds, and reading studies.” I didn’t know such jobs existed.
“What is the salary, and what do you cover?” I asked trying to conceal the fact that Tony would have gladly paid her to get me off the couch.
Finding What Suits Me
If I’m honest, since my training days, hospital work is all I have ever wanted. I’ve always felt trapped by the imaginary timer that is part of every office visit. I found running a code less challenging than having to stand and end an office visit that might leave a patient wanting more.
On hospital days, there are no scheduled time slots. I can triage patients according to their needs. My deadlines are self-imposed: To have a morning coffee with Tony. To deliver the best care possible. To educate as much as time will allow. To beat the midnight clock, after which billing is a little more difficult.
I will soon begin my seventh year as an inpatient, acute-care cardiologist. Although I was flattered to be considered for full-time work, I couldn’t do that to Tony (who declined to move from Kentucky). We struck a deal that we’d travel to the same facility, where I work seven to nine jobs a year.
Tony golfs while I work and he jokes that he is a “real go-getter,” explaining that “I take her to work in the morning and then at night, I go get her!”
For those considering this line of work, it’s not for the faint of heart. My workday can stretch to over 16 hours. But I work in the best of hospital settings. On morning rounds, we present every single patient on the service. Our ER is staffed 100% of the time with at least four board-certified emergency medicine trained physicians. Everyone I work with shares a patient-first philosophy.
Because of this, I have quite easily ascended from Dante’s inferno. I am happy again in my professional life.
I know I’ll eventually have to retire for real, and I hope it will be at a time of my choosing and not enforced by the failings of modern medicine. I believe that these past few years will help ease that transition. And when that time comes, I’ll able to look back and know that I was blessed with a long and mostly satisfying career.
Until then, my magic erasers, colored pencils and gardening will have to wait.
Dr. Walton-Shirley is a clinical cardiologist from Nashville, Tennessee. She reported no relevant conflicts of interest.
A version of this article first appeared on Medscape.com.
Transitioning from Employment in Academia to Private Practice
After more than 10 years of serving in a large academic medical center in Chicago, Illinois, that was part of a national health care system, the decision to transition into private practice wasn’t one I made lightly.
Having built a rewarding career and spent over a quarter of my life in an academic medical center and a national health system, the move to starting an independent practice from scratch was both exciting and daunting. The notion of leaving behind the structure, resources, and safety of the large health system was unsettling. However, as the landscape of health care continues to evolve, with worsening large structural problems within the U.S. health care system, I realized that starting an independent gastroenterology practice — focused on trying to fix some of these large-scale problems from the start — would not only align with my professional goals but also provide the personal satisfaction I had failed to find.
As I reflect on my journey, there are a few key lessons I learned from making this leap — lessons that helped me transition from a highly structured employed physician environment to leading a thriving independent practice focused on redesigning gastroenterology care from scratch.
Lesson 1: Autonomy Opens the Door to Innovation
One of the primary reasons I left the employed physician setting was to gain greater control over my clinical practice and decision-making processes.
In a national health care system, the goal of standardization often dictates not only clinical care, but many “back end” aspects of the entire health care experience. We often see the things that are more visible, such as what supplies/equipment you use, how your patient appointments are scheduled, how many support staff members are assigned to help your practice, what electronic health record system you use, and how shared resources (like GI lab block time or anesthesia teams) are allocated.
However, this also impacts things we don’t usually see, such as what fees are billed for care you are providing (like facility fees), communication systems that your patients need to navigate for help, human resource systems you use, and retirement/health benefits you and your other team members receive.
Standardization has two adverse consequences: 1) it does not allow for personalization and as a result, 2) it suppresses innovation. Standard protocols can streamline processes, but they sometimes fail to account for the nuanced differences between patients, such as genetic factors, unique medical histories, or responses/failures to prior treatments. This rigidity can stifle innovation, as physicians are often bound by guidelines that may not reflect the latest advancements or allow for creative, individualized approaches to care. In the long term, an overemphasis on standardization risks turning health care into a one-size-fits-all model, undermining the potential for breakthroughs.
The transition was challenging at first, as we needed to engage our entire new practice with a different mindset now that many of us had autonomy for the first time. Instead of everyone just practicing health care the way they had done before, we took a page from Elon Musk and challenged every member of the team to ask three questions about everything they do on a daily basis:
- Is what I am doing helping a patient get healthy? (Question every requirement)
- If not, do I still need to do this? (Delete any part of the process you can)
- If so, how can I make this easier, faster, or automated? (Simplify and optimize, accelerate cycle time, and automate)
The freedom to innovate is a hallmark of independent practice. Embracing innovation in every aspect of the practice has been the most critical lesson of this journey.
Lesson 2: Financial Stewardship is Critical for Sustainability
Running an independent practice is not just about medicine — it’s also about managing a business.
This was a stark shift from the large academic health systems, where financial decisions were handled by the “administration.” In my new role as a business owner, understanding the financial aspects of health care was crucial for success. The cost of what patients pay for health care in the United States (either directly in deductibles and coinsurance or indirectly through insurance premiums) is unsustainably high. However, inflation continues to cause substantial increases in almost all the costs of delivering care: medical supplies, salaries, benefits, IT costs, etc. It was critical to develop a financial plan that accounted for these two macro-economic trends, and ideally helped solve for both. In our case, delivering high quality care with a lower cost to patients and payers.
We started by reevaluating our relationship with payers. Whereas being part of a large academic health system, we are often taught to look at payers as the adversary; as an independent practice looking to redesign the health care experience, it was critical for us to look to the payers as a partner in this journey. Understanding payer expectations and structuring contracts that aligned with shared goals of reducing total health care costs for patients was one of the foundations of our financial plan.
Offering office-based endoscopy was one innovation we implemented to significantly impact both patient affordability and practice revenue. By performing procedures like colonoscopies and upper endoscopies in an office setting rather than a hospital or ambulatory surgery center, we eliminated facility fees, which are often a significant part of the total cost of care. This directly lowers out-of-pocket expenses for patients and reduces the overall financial burden on insurance companies. At the same time, it allows the practice to capture more of the revenue from these procedures, without the overhead costs associated with larger facilities. This model creates a win-win situation: patients save money while receiving the same quality of care, and the practice experiences an increase in profitability and autonomy in managing its services.
Lesson 3: Collaborative Care and Multidisciplinary Teams Can Exist Anywhere
One aspect I deeply valued in academia was the collaborative environment — having specialists across disciplines work together on challenging cases. In private practice, I was concerned that I would lose this collegial atmosphere. However, I quickly learned that building a robust network of multidisciplinary collaborators was achievable in independent practice, just like it was in a large health system.
In our practice, we established close relationships with primary care physicians, surgeons, advanced practice providers, dietitians, behavioral health specialists, and others. These partnerships were not just referral networks but integrated care teams where communication and shared decision-making were prioritized. By fostering collaboration, we could offer patients comprehensive care that addressed their physical, psychological, and nutritional needs.
For example, managing patients with chronic conditions like inflammatory bowel disease, cirrhosis, or obesity requires more than just prescribing medications. It involves regular monitoring, dietary adjustments, psychological support, and in some cases, surgical intervention. In an academic setting, coordinating this level of care can be cumbersome due to institutional barriers and siloed departments. In our practice, some of these relationships are achieved through partnerships with other like-minded practices. In other situations, team members of other disciplines are employed directly by our practice. Being in an independent practice allowed us the flexibility to prioritize working with the right team members first, and then structuring the relationship model second.
Lesson 4: Technology Is a Vital Tool in Redesigning Health Care
When I worked in a large academic health system, technology was often seen as an administrative burden rather than a clinical asset. Electronic health records (EHR) and a lot of the other IT systems that health care workers and patients interacted with on a regular basis were viewed as a barrier to care or a cause of time burdens instead of as tools to make health care easier. As we built our new practice from scratch, it was critical that we had an IT infrastructure that aligned with our core goals: simplify and automate the health care experience for everyone.
For our practice, we didn’t try to re-invent the wheel. Instead we copied from other industries who had already figured out a great solution for a problem we had. We wanted our patients to have a great customer service experience when interacting with our practice for scheduling, questions, refills, etc. So we implemented a unified communication system that some Fortune 100 companies, with perennial high scores for customer service, used. We wanted a great human resource system that would streamline the administrative time it would take to handle all HR needs for our practice. So we implemented an HR information system that had the best ratings for automation and integration with other business systems. At every point in the process, we reminded ourselves to focus on simplification and automation for every user of the system.
Conclusion: A Rewarding Transition
The lessons I’ve learned along the way — embracing autonomy, understanding financial stewardship, fostering collaboration, and leveraging technology — have helped me work toward a better total health care experience for the community.
This journey has also been deeply fulfilling on a personal level. It has allowed me to build stronger relationships with my patients, focus on long-term health outcomes, and create a practice where innovation and quality truly matter. While the challenges of running a private practice are real, the rewards — both for me and my patients — are immeasurable. If I had to do it all over again, I wouldn’t hesitate for a moment. If anything, I should have done it earlier.
Dr. Gupta is Managing Partner at Midwest Digestive Health & Nutrition, in Des Plaines, Illinois. He has reported no conflicts of interest in relation to this article.
After more than 10 years of serving in a large academic medical center in Chicago, Illinois, that was part of a national health care system, the decision to transition into private practice wasn’t one I made lightly.
Having built a rewarding career and spent over a quarter of my life in an academic medical center and a national health system, the move to starting an independent practice from scratch was both exciting and daunting. The notion of leaving behind the structure, resources, and safety of the large health system was unsettling. However, as the landscape of health care continues to evolve, with worsening large structural problems within the U.S. health care system, I realized that starting an independent gastroenterology practice — focused on trying to fix some of these large-scale problems from the start — would not only align with my professional goals but also provide the personal satisfaction I had failed to find.
As I reflect on my journey, there are a few key lessons I learned from making this leap — lessons that helped me transition from a highly structured employed physician environment to leading a thriving independent practice focused on redesigning gastroenterology care from scratch.
Lesson 1: Autonomy Opens the Door to Innovation
One of the primary reasons I left the employed physician setting was to gain greater control over my clinical practice and decision-making processes.
In a national health care system, the goal of standardization often dictates not only clinical care, but many “back end” aspects of the entire health care experience. We often see the things that are more visible, such as what supplies/equipment you use, how your patient appointments are scheduled, how many support staff members are assigned to help your practice, what electronic health record system you use, and how shared resources (like GI lab block time or anesthesia teams) are allocated.
However, this also impacts things we don’t usually see, such as what fees are billed for care you are providing (like facility fees), communication systems that your patients need to navigate for help, human resource systems you use, and retirement/health benefits you and your other team members receive.
Standardization has two adverse consequences: 1) it does not allow for personalization and as a result, 2) it suppresses innovation. Standard protocols can streamline processes, but they sometimes fail to account for the nuanced differences between patients, such as genetic factors, unique medical histories, or responses/failures to prior treatments. This rigidity can stifle innovation, as physicians are often bound by guidelines that may not reflect the latest advancements or allow for creative, individualized approaches to care. In the long term, an overemphasis on standardization risks turning health care into a one-size-fits-all model, undermining the potential for breakthroughs.
The transition was challenging at first, as we needed to engage our entire new practice with a different mindset now that many of us had autonomy for the first time. Instead of everyone just practicing health care the way they had done before, we took a page from Elon Musk and challenged every member of the team to ask three questions about everything they do on a daily basis:
- Is what I am doing helping a patient get healthy? (Question every requirement)
- If not, do I still need to do this? (Delete any part of the process you can)
- If so, how can I make this easier, faster, or automated? (Simplify and optimize, accelerate cycle time, and automate)
The freedom to innovate is a hallmark of independent practice. Embracing innovation in every aspect of the practice has been the most critical lesson of this journey.
Lesson 2: Financial Stewardship is Critical for Sustainability
Running an independent practice is not just about medicine — it’s also about managing a business.
This was a stark shift from the large academic health systems, where financial decisions were handled by the “administration.” In my new role as a business owner, understanding the financial aspects of health care was crucial for success. The cost of what patients pay for health care in the United States (either directly in deductibles and coinsurance or indirectly through insurance premiums) is unsustainably high. However, inflation continues to cause substantial increases in almost all the costs of delivering care: medical supplies, salaries, benefits, IT costs, etc. It was critical to develop a financial plan that accounted for these two macro-economic trends, and ideally helped solve for both. In our case, delivering high quality care with a lower cost to patients and payers.
We started by reevaluating our relationship with payers. Whereas being part of a large academic health system, we are often taught to look at payers as the adversary; as an independent practice looking to redesign the health care experience, it was critical for us to look to the payers as a partner in this journey. Understanding payer expectations and structuring contracts that aligned with shared goals of reducing total health care costs for patients was one of the foundations of our financial plan.
Offering office-based endoscopy was one innovation we implemented to significantly impact both patient affordability and practice revenue. By performing procedures like colonoscopies and upper endoscopies in an office setting rather than a hospital or ambulatory surgery center, we eliminated facility fees, which are often a significant part of the total cost of care. This directly lowers out-of-pocket expenses for patients and reduces the overall financial burden on insurance companies. At the same time, it allows the practice to capture more of the revenue from these procedures, without the overhead costs associated with larger facilities. This model creates a win-win situation: patients save money while receiving the same quality of care, and the practice experiences an increase in profitability and autonomy in managing its services.
Lesson 3: Collaborative Care and Multidisciplinary Teams Can Exist Anywhere
One aspect I deeply valued in academia was the collaborative environment — having specialists across disciplines work together on challenging cases. In private practice, I was concerned that I would lose this collegial atmosphere. However, I quickly learned that building a robust network of multidisciplinary collaborators was achievable in independent practice, just like it was in a large health system.
In our practice, we established close relationships with primary care physicians, surgeons, advanced practice providers, dietitians, behavioral health specialists, and others. These partnerships were not just referral networks but integrated care teams where communication and shared decision-making were prioritized. By fostering collaboration, we could offer patients comprehensive care that addressed their physical, psychological, and nutritional needs.
For example, managing patients with chronic conditions like inflammatory bowel disease, cirrhosis, or obesity requires more than just prescribing medications. It involves regular monitoring, dietary adjustments, psychological support, and in some cases, surgical intervention. In an academic setting, coordinating this level of care can be cumbersome due to institutional barriers and siloed departments. In our practice, some of these relationships are achieved through partnerships with other like-minded practices. In other situations, team members of other disciplines are employed directly by our practice. Being in an independent practice allowed us the flexibility to prioritize working with the right team members first, and then structuring the relationship model second.
Lesson 4: Technology Is a Vital Tool in Redesigning Health Care
When I worked in a large academic health system, technology was often seen as an administrative burden rather than a clinical asset. Electronic health records (EHR) and a lot of the other IT systems that health care workers and patients interacted with on a regular basis were viewed as a barrier to care or a cause of time burdens instead of as tools to make health care easier. As we built our new practice from scratch, it was critical that we had an IT infrastructure that aligned with our core goals: simplify and automate the health care experience for everyone.
For our practice, we didn’t try to re-invent the wheel. Instead we copied from other industries who had already figured out a great solution for a problem we had. We wanted our patients to have a great customer service experience when interacting with our practice for scheduling, questions, refills, etc. So we implemented a unified communication system that some Fortune 100 companies, with perennial high scores for customer service, used. We wanted a great human resource system that would streamline the administrative time it would take to handle all HR needs for our practice. So we implemented an HR information system that had the best ratings for automation and integration with other business systems. At every point in the process, we reminded ourselves to focus on simplification and automation for every user of the system.
Conclusion: A Rewarding Transition
The lessons I’ve learned along the way — embracing autonomy, understanding financial stewardship, fostering collaboration, and leveraging technology — have helped me work toward a better total health care experience for the community.
This journey has also been deeply fulfilling on a personal level. It has allowed me to build stronger relationships with my patients, focus on long-term health outcomes, and create a practice where innovation and quality truly matter. While the challenges of running a private practice are real, the rewards — both for me and my patients — are immeasurable. If I had to do it all over again, I wouldn’t hesitate for a moment. If anything, I should have done it earlier.
Dr. Gupta is Managing Partner at Midwest Digestive Health & Nutrition, in Des Plaines, Illinois. He has reported no conflicts of interest in relation to this article.
After more than 10 years of serving in a large academic medical center in Chicago, Illinois, that was part of a national health care system, the decision to transition into private practice wasn’t one I made lightly.
Having built a rewarding career and spent over a quarter of my life in an academic medical center and a national health system, the move to starting an independent practice from scratch was both exciting and daunting. The notion of leaving behind the structure, resources, and safety of the large health system was unsettling. However, as the landscape of health care continues to evolve, with worsening large structural problems within the U.S. health care system, I realized that starting an independent gastroenterology practice — focused on trying to fix some of these large-scale problems from the start — would not only align with my professional goals but also provide the personal satisfaction I had failed to find.
As I reflect on my journey, there are a few key lessons I learned from making this leap — lessons that helped me transition from a highly structured employed physician environment to leading a thriving independent practice focused on redesigning gastroenterology care from scratch.
Lesson 1: Autonomy Opens the Door to Innovation
One of the primary reasons I left the employed physician setting was to gain greater control over my clinical practice and decision-making processes.
In a national health care system, the goal of standardization often dictates not only clinical care, but many “back end” aspects of the entire health care experience. We often see the things that are more visible, such as what supplies/equipment you use, how your patient appointments are scheduled, how many support staff members are assigned to help your practice, what electronic health record system you use, and how shared resources (like GI lab block time or anesthesia teams) are allocated.
However, this also impacts things we don’t usually see, such as what fees are billed for care you are providing (like facility fees), communication systems that your patients need to navigate for help, human resource systems you use, and retirement/health benefits you and your other team members receive.
Standardization has two adverse consequences: 1) it does not allow for personalization and as a result, 2) it suppresses innovation. Standard protocols can streamline processes, but they sometimes fail to account for the nuanced differences between patients, such as genetic factors, unique medical histories, or responses/failures to prior treatments. This rigidity can stifle innovation, as physicians are often bound by guidelines that may not reflect the latest advancements or allow for creative, individualized approaches to care. In the long term, an overemphasis on standardization risks turning health care into a one-size-fits-all model, undermining the potential for breakthroughs.
The transition was challenging at first, as we needed to engage our entire new practice with a different mindset now that many of us had autonomy for the first time. Instead of everyone just practicing health care the way they had done before, we took a page from Elon Musk and challenged every member of the team to ask three questions about everything they do on a daily basis:
- Is what I am doing helping a patient get healthy? (Question every requirement)
- If not, do I still need to do this? (Delete any part of the process you can)
- If so, how can I make this easier, faster, or automated? (Simplify and optimize, accelerate cycle time, and automate)
The freedom to innovate is a hallmark of independent practice. Embracing innovation in every aspect of the practice has been the most critical lesson of this journey.
Lesson 2: Financial Stewardship is Critical for Sustainability
Running an independent practice is not just about medicine — it’s also about managing a business.
This was a stark shift from the large academic health systems, where financial decisions were handled by the “administration.” In my new role as a business owner, understanding the financial aspects of health care was crucial for success. The cost of what patients pay for health care in the United States (either directly in deductibles and coinsurance or indirectly through insurance premiums) is unsustainably high. However, inflation continues to cause substantial increases in almost all the costs of delivering care: medical supplies, salaries, benefits, IT costs, etc. It was critical to develop a financial plan that accounted for these two macro-economic trends, and ideally helped solve for both. In our case, delivering high quality care with a lower cost to patients and payers.
We started by reevaluating our relationship with payers. Whereas being part of a large academic health system, we are often taught to look at payers as the adversary; as an independent practice looking to redesign the health care experience, it was critical for us to look to the payers as a partner in this journey. Understanding payer expectations and structuring contracts that aligned with shared goals of reducing total health care costs for patients was one of the foundations of our financial plan.
Offering office-based endoscopy was one innovation we implemented to significantly impact both patient affordability and practice revenue. By performing procedures like colonoscopies and upper endoscopies in an office setting rather than a hospital or ambulatory surgery center, we eliminated facility fees, which are often a significant part of the total cost of care. This directly lowers out-of-pocket expenses for patients and reduces the overall financial burden on insurance companies. At the same time, it allows the practice to capture more of the revenue from these procedures, without the overhead costs associated with larger facilities. This model creates a win-win situation: patients save money while receiving the same quality of care, and the practice experiences an increase in profitability and autonomy in managing its services.
Lesson 3: Collaborative Care and Multidisciplinary Teams Can Exist Anywhere
One aspect I deeply valued in academia was the collaborative environment — having specialists across disciplines work together on challenging cases. In private practice, I was concerned that I would lose this collegial atmosphere. However, I quickly learned that building a robust network of multidisciplinary collaborators was achievable in independent practice, just like it was in a large health system.
In our practice, we established close relationships with primary care physicians, surgeons, advanced practice providers, dietitians, behavioral health specialists, and others. These partnerships were not just referral networks but integrated care teams where communication and shared decision-making were prioritized. By fostering collaboration, we could offer patients comprehensive care that addressed their physical, psychological, and nutritional needs.
For example, managing patients with chronic conditions like inflammatory bowel disease, cirrhosis, or obesity requires more than just prescribing medications. It involves regular monitoring, dietary adjustments, psychological support, and in some cases, surgical intervention. In an academic setting, coordinating this level of care can be cumbersome due to institutional barriers and siloed departments. In our practice, some of these relationships are achieved through partnerships with other like-minded practices. In other situations, team members of other disciplines are employed directly by our practice. Being in an independent practice allowed us the flexibility to prioritize working with the right team members first, and then structuring the relationship model second.
Lesson 4: Technology Is a Vital Tool in Redesigning Health Care
When I worked in a large academic health system, technology was often seen as an administrative burden rather than a clinical asset. Electronic health records (EHR) and a lot of the other IT systems that health care workers and patients interacted with on a regular basis were viewed as a barrier to care or a cause of time burdens instead of as tools to make health care easier. As we built our new practice from scratch, it was critical that we had an IT infrastructure that aligned with our core goals: simplify and automate the health care experience for everyone.
For our practice, we didn’t try to re-invent the wheel. Instead we copied from other industries who had already figured out a great solution for a problem we had. We wanted our patients to have a great customer service experience when interacting with our practice for scheduling, questions, refills, etc. So we implemented a unified communication system that some Fortune 100 companies, with perennial high scores for customer service, used. We wanted a great human resource system that would streamline the administrative time it would take to handle all HR needs for our practice. So we implemented an HR information system that had the best ratings for automation and integration with other business systems. At every point in the process, we reminded ourselves to focus on simplification and automation for every user of the system.
Conclusion: A Rewarding Transition
The lessons I’ve learned along the way — embracing autonomy, understanding financial stewardship, fostering collaboration, and leveraging technology — have helped me work toward a better total health care experience for the community.
This journey has also been deeply fulfilling on a personal level. It has allowed me to build stronger relationships with my patients, focus on long-term health outcomes, and create a practice where innovation and quality truly matter. While the challenges of running a private practice are real, the rewards — both for me and my patients — are immeasurable. If I had to do it all over again, I wouldn’t hesitate for a moment. If anything, I should have done it earlier.
Dr. Gupta is Managing Partner at Midwest Digestive Health & Nutrition, in Des Plaines, Illinois. He has reported no conflicts of interest in relation to this article.
Building an AI Army of Digital Twins to Fight Cancer
A patient has cancer. It’s decision time.
Clinician and patient alike face, really, the ultimate challenge when making those decisions. They have to consider the patient’s individual circumstances, available treatment options, potential side effects, relevant clinical data such as the patient’s genetic profile and cancer specifics, and more.
“That’s a lot of information to hold,” said Uzma Asghar, PhD, MRCP, a British consultant medical oncologist at The Royal Marsden Hospital and a chief scientific officer at Concr LTD.
What if there were a way to test — quickly and accurately — all the potential paths forward?
That’s the goal of digital twins.
“What the [digital twin] model can do for the clinician is to hold all that information and process it really quickly, within a couple of minutes,” Asghar noted.
A digital twin is more than just a computer model or simulation because it copies a real-world person and relies on real-world data. Some digital twin programs also integrate new information as it becomes available. This technology holds promise for personalized medicine, drug discovery, developing screening strategies, and better understanding diseases.
How to Deliver a Twin
To create a digital twin, experts develop a computer model with data to hone its expertise in an area of medicine, such as cancer types and treatments. Then “you train the model on information it’s seen, and then introduce a patient and patient’s information,” said Asghar.
Asghar is currently working with colleagues to develop digital twins that could eventually help solve the aforementioned cancer scenario — a doctor and patient decide the best course of cancer treatment. But their applications are manifold, particularly in clinical research.
Digital twins often include a machine learning component, which would fall under the umbrella term of AI, said Asghar, but it’s not like ChatGPT or other generative AI modules many people are now familiar with.
“The difference here is the model is not there to replace the clinician or to replace clinical trials,” Asghar noted. Instead, digital twins help make decisions faster in a way that can be more affordable.
Digital Twins to Predict Cancer Outcomes
Asghar is currently involved in UK clinical trials enrolling patients with cancer to test the accuracy of digital twin programs.
At this point, these studies do not yet use digital twins to guide the course of treatment, which is something they hope to do eventually. For now, they are still at the validation phase — the digital twin program makes predictions about the treatments and then the researchers later evaluate how accurate the predictions turned out to be based on real information from the enrolled patients.
Their current model gives predictions for RECIST (response evaluation criteria in solid tumor), treatment response, and survival. In addition to collecting data from ongoing clinical trials, they’ve used retrospective data, such as from the Cancer Tumor Atlas, to test the model.
“We’ve clinically validated it now in over 9000 patients,” said Asghar, who noted that they are constantly testing it on new patients. Their data include 30 chemotherapies and 23 cancer types, but they are focusing on four: Triple-negative breast cancer, cancer of unknown primary, pancreatic cancer, and colorectal cancer.
“The reason for choosing those four cancer types is that they are aggressive, their response to chemotherapy isn’t as great, and the outcome for those patient populations, there’s significant room for improvement,” Asghar explained.
Currently, Asghar said, the model is around 80%-90% correct in predicting what the actual clinical outcomes turn out to be.
The final stage of their work, before it becomes widely available to clinicians, will be to integrate it into a clinical trial in which some clinicians use the model to make decisions about treatment vs some who don’t use the model. By studying patient outcomes in both groups, they will be able to determine the value of the digital twin program they created.
What Else Can a Twin Do? A Lot
While a model that helps clinicians make decisions about cancer treatments may be among the first digital twin programs that become widely available, there are many other kinds of digital twins in the works.
For example, a digital twin could be used as a benchmark for a patient to determine how their cancer might have progressed without treatment. Say a patient’s tumor grew during treatment, it might seem like the treatment failed, but a digital twin might show that if left untreated, the tumor would have grown five times as fast, said Paul Macklin, PhD, professor in the Department of Intelligent Systems Engineering at Indiana University Bloomington.
Alternatively, if the virtual patient’s tumor is around the same size as the real patient’s tumor, “that means that treatment has lost its efficacy. It’s time to do something new,” said Macklin. And a digital twin could help with not only choosing a therapy but also choosing a dosing schedule, he noted.
The models can also be updated as new treatments come out, which could help clinicians virtually explore how they might affect a patient before having that patient switch treatments.
Digital twins could also assist in decision-making based on a patient’s priorities and real-life circumstances. “Maybe your priority is not necessarily to shrink this [tumor] at all costs ... maybe your priority is some mix of that and also quality of life,” Macklin said, referring to potential side effects. Or if someone lives 3 hours from the nearest cancer center, a digital twin could help determine whether less frequent treatments could still be effective.
And while much of the activity around digital twins in biomedical research has been focused on cancer, Asghar said the technology has the potential to be applied to other diseases as well. A digital twin for cardiovascular disease could help doctors choose the best treatment. It could also integrate new information from a smartwatch or glucose monitor to make better predictions and help doctors adjust the treatment plan.
Faster, More Effective Research With Twins
Because digital twin programs can quickly analyze large datasets, they can also make real-world studies more effective and efficient.
Though digital twins would not fully replace real clinical trials, they could help run through preliminary scenarios before starting a full clinical trial, which would “save everybody some money, time and pain and risk,” said Macklin.
It’s also possible to use digital twins to design better screening strategies for early cancer detection and monitoring, said Ioannis Zervantonakis, PhD, a bioengineering professor at the University of Pittsburgh.
Zervantonakis is tapping digital twin technology for research that homes in on understanding tumors. In this case, the digital twin is a virtual representation of a real tumor, complete with its complex network of cells and the surrounding tissue.
Zervantonakis’ lab is using the technology to study cell-cell interactions in the tumor microenvironment, with a focus on human epidermal growth factor receptor 2–targeted therapy resistance in breast cancer. The digital twin they developed will simulate tumor growth, predict drug response, analyze cellular interactions, and optimize treatment strategies.
The Long Push Forward
One big hurdle to making digital twins more widely available is that regulation for the technology is still in progress.
“We’re developing the technology, and what’s also happening is the regulatory framework is being developed in parallel. So we’re almost developing things blindly on the basis that we think this is what the regulators would want,” explained Asghar.
“It’s really important that these technologies are regulated properly, just like drugs, and that’s what we’re pushing and advocating for,” said Asghar, noting that people need to know that like drugs, a digital twin has strengths and limitations.
And while a digital twin can be a cost-saving approach in the long run, it does require funding to get a program built, and finding funds can be difficult because not everyone knows about the technology. More funding means more trials.
With more data, Asghar is hopeful that within a few years, a digital twin model could be available for clinicians to use to help inform treatment decisions. This could lead to more effective treatments and, ultimately, better patient outcomes.
A version of this article appeared on Medscape.com.
A patient has cancer. It’s decision time.
Clinician and patient alike face, really, the ultimate challenge when making those decisions. They have to consider the patient’s individual circumstances, available treatment options, potential side effects, relevant clinical data such as the patient’s genetic profile and cancer specifics, and more.
“That’s a lot of information to hold,” said Uzma Asghar, PhD, MRCP, a British consultant medical oncologist at The Royal Marsden Hospital and a chief scientific officer at Concr LTD.
What if there were a way to test — quickly and accurately — all the potential paths forward?
That’s the goal of digital twins.
“What the [digital twin] model can do for the clinician is to hold all that information and process it really quickly, within a couple of minutes,” Asghar noted.
A digital twin is more than just a computer model or simulation because it copies a real-world person and relies on real-world data. Some digital twin programs also integrate new information as it becomes available. This technology holds promise for personalized medicine, drug discovery, developing screening strategies, and better understanding diseases.
How to Deliver a Twin
To create a digital twin, experts develop a computer model with data to hone its expertise in an area of medicine, such as cancer types and treatments. Then “you train the model on information it’s seen, and then introduce a patient and patient’s information,” said Asghar.
Asghar is currently working with colleagues to develop digital twins that could eventually help solve the aforementioned cancer scenario — a doctor and patient decide the best course of cancer treatment. But their applications are manifold, particularly in clinical research.
Digital twins often include a machine learning component, which would fall under the umbrella term of AI, said Asghar, but it’s not like ChatGPT or other generative AI modules many people are now familiar with.
“The difference here is the model is not there to replace the clinician or to replace clinical trials,” Asghar noted. Instead, digital twins help make decisions faster in a way that can be more affordable.
Digital Twins to Predict Cancer Outcomes
Asghar is currently involved in UK clinical trials enrolling patients with cancer to test the accuracy of digital twin programs.
At this point, these studies do not yet use digital twins to guide the course of treatment, which is something they hope to do eventually. For now, they are still at the validation phase — the digital twin program makes predictions about the treatments and then the researchers later evaluate how accurate the predictions turned out to be based on real information from the enrolled patients.
Their current model gives predictions for RECIST (response evaluation criteria in solid tumor), treatment response, and survival. In addition to collecting data from ongoing clinical trials, they’ve used retrospective data, such as from the Cancer Tumor Atlas, to test the model.
“We’ve clinically validated it now in over 9000 patients,” said Asghar, who noted that they are constantly testing it on new patients. Their data include 30 chemotherapies and 23 cancer types, but they are focusing on four: Triple-negative breast cancer, cancer of unknown primary, pancreatic cancer, and colorectal cancer.
“The reason for choosing those four cancer types is that they are aggressive, their response to chemotherapy isn’t as great, and the outcome for those patient populations, there’s significant room for improvement,” Asghar explained.
Currently, Asghar said, the model is around 80%-90% correct in predicting what the actual clinical outcomes turn out to be.
The final stage of their work, before it becomes widely available to clinicians, will be to integrate it into a clinical trial in which some clinicians use the model to make decisions about treatment vs some who don’t use the model. By studying patient outcomes in both groups, they will be able to determine the value of the digital twin program they created.
What Else Can a Twin Do? A Lot
While a model that helps clinicians make decisions about cancer treatments may be among the first digital twin programs that become widely available, there are many other kinds of digital twins in the works.
For example, a digital twin could be used as a benchmark for a patient to determine how their cancer might have progressed without treatment. Say a patient’s tumor grew during treatment, it might seem like the treatment failed, but a digital twin might show that if left untreated, the tumor would have grown five times as fast, said Paul Macklin, PhD, professor in the Department of Intelligent Systems Engineering at Indiana University Bloomington.
Alternatively, if the virtual patient’s tumor is around the same size as the real patient’s tumor, “that means that treatment has lost its efficacy. It’s time to do something new,” said Macklin. And a digital twin could help with not only choosing a therapy but also choosing a dosing schedule, he noted.
The models can also be updated as new treatments come out, which could help clinicians virtually explore how they might affect a patient before having that patient switch treatments.
Digital twins could also assist in decision-making based on a patient’s priorities and real-life circumstances. “Maybe your priority is not necessarily to shrink this [tumor] at all costs ... maybe your priority is some mix of that and also quality of life,” Macklin said, referring to potential side effects. Or if someone lives 3 hours from the nearest cancer center, a digital twin could help determine whether less frequent treatments could still be effective.
And while much of the activity around digital twins in biomedical research has been focused on cancer, Asghar said the technology has the potential to be applied to other diseases as well. A digital twin for cardiovascular disease could help doctors choose the best treatment. It could also integrate new information from a smartwatch or glucose monitor to make better predictions and help doctors adjust the treatment plan.
Faster, More Effective Research With Twins
Because digital twin programs can quickly analyze large datasets, they can also make real-world studies more effective and efficient.
Though digital twins would not fully replace real clinical trials, they could help run through preliminary scenarios before starting a full clinical trial, which would “save everybody some money, time and pain and risk,” said Macklin.
It’s also possible to use digital twins to design better screening strategies for early cancer detection and monitoring, said Ioannis Zervantonakis, PhD, a bioengineering professor at the University of Pittsburgh.
Zervantonakis is tapping digital twin technology for research that homes in on understanding tumors. In this case, the digital twin is a virtual representation of a real tumor, complete with its complex network of cells and the surrounding tissue.
Zervantonakis’ lab is using the technology to study cell-cell interactions in the tumor microenvironment, with a focus on human epidermal growth factor receptor 2–targeted therapy resistance in breast cancer. The digital twin they developed will simulate tumor growth, predict drug response, analyze cellular interactions, and optimize treatment strategies.
The Long Push Forward
One big hurdle to making digital twins more widely available is that regulation for the technology is still in progress.
“We’re developing the technology, and what’s also happening is the regulatory framework is being developed in parallel. So we’re almost developing things blindly on the basis that we think this is what the regulators would want,” explained Asghar.
“It’s really important that these technologies are regulated properly, just like drugs, and that’s what we’re pushing and advocating for,” said Asghar, noting that people need to know that like drugs, a digital twin has strengths and limitations.
And while a digital twin can be a cost-saving approach in the long run, it does require funding to get a program built, and finding funds can be difficult because not everyone knows about the technology. More funding means more trials.
With more data, Asghar is hopeful that within a few years, a digital twin model could be available for clinicians to use to help inform treatment decisions. This could lead to more effective treatments and, ultimately, better patient outcomes.
A version of this article appeared on Medscape.com.
A patient has cancer. It’s decision time.
Clinician and patient alike face, really, the ultimate challenge when making those decisions. They have to consider the patient’s individual circumstances, available treatment options, potential side effects, relevant clinical data such as the patient’s genetic profile and cancer specifics, and more.
“That’s a lot of information to hold,” said Uzma Asghar, PhD, MRCP, a British consultant medical oncologist at The Royal Marsden Hospital and a chief scientific officer at Concr LTD.
What if there were a way to test — quickly and accurately — all the potential paths forward?
That’s the goal of digital twins.
“What the [digital twin] model can do for the clinician is to hold all that information and process it really quickly, within a couple of minutes,” Asghar noted.
A digital twin is more than just a computer model or simulation because it copies a real-world person and relies on real-world data. Some digital twin programs also integrate new information as it becomes available. This technology holds promise for personalized medicine, drug discovery, developing screening strategies, and better understanding diseases.
How to Deliver a Twin
To create a digital twin, experts develop a computer model with data to hone its expertise in an area of medicine, such as cancer types and treatments. Then “you train the model on information it’s seen, and then introduce a patient and patient’s information,” said Asghar.
Asghar is currently working with colleagues to develop digital twins that could eventually help solve the aforementioned cancer scenario — a doctor and patient decide the best course of cancer treatment. But their applications are manifold, particularly in clinical research.
Digital twins often include a machine learning component, which would fall under the umbrella term of AI, said Asghar, but it’s not like ChatGPT or other generative AI modules many people are now familiar with.
“The difference here is the model is not there to replace the clinician or to replace clinical trials,” Asghar noted. Instead, digital twins help make decisions faster in a way that can be more affordable.
Digital Twins to Predict Cancer Outcomes
Asghar is currently involved in UK clinical trials enrolling patients with cancer to test the accuracy of digital twin programs.
At this point, these studies do not yet use digital twins to guide the course of treatment, which is something they hope to do eventually. For now, they are still at the validation phase — the digital twin program makes predictions about the treatments and then the researchers later evaluate how accurate the predictions turned out to be based on real information from the enrolled patients.
Their current model gives predictions for RECIST (response evaluation criteria in solid tumor), treatment response, and survival. In addition to collecting data from ongoing clinical trials, they’ve used retrospective data, such as from the Cancer Tumor Atlas, to test the model.
“We’ve clinically validated it now in over 9000 patients,” said Asghar, who noted that they are constantly testing it on new patients. Their data include 30 chemotherapies and 23 cancer types, but they are focusing on four: Triple-negative breast cancer, cancer of unknown primary, pancreatic cancer, and colorectal cancer.
“The reason for choosing those four cancer types is that they are aggressive, their response to chemotherapy isn’t as great, and the outcome for those patient populations, there’s significant room for improvement,” Asghar explained.
Currently, Asghar said, the model is around 80%-90% correct in predicting what the actual clinical outcomes turn out to be.
The final stage of their work, before it becomes widely available to clinicians, will be to integrate it into a clinical trial in which some clinicians use the model to make decisions about treatment vs some who don’t use the model. By studying patient outcomes in both groups, they will be able to determine the value of the digital twin program they created.
What Else Can a Twin Do? A Lot
While a model that helps clinicians make decisions about cancer treatments may be among the first digital twin programs that become widely available, there are many other kinds of digital twins in the works.
For example, a digital twin could be used as a benchmark for a patient to determine how their cancer might have progressed without treatment. Say a patient’s tumor grew during treatment, it might seem like the treatment failed, but a digital twin might show that if left untreated, the tumor would have grown five times as fast, said Paul Macklin, PhD, professor in the Department of Intelligent Systems Engineering at Indiana University Bloomington.
Alternatively, if the virtual patient’s tumor is around the same size as the real patient’s tumor, “that means that treatment has lost its efficacy. It’s time to do something new,” said Macklin. And a digital twin could help with not only choosing a therapy but also choosing a dosing schedule, he noted.
The models can also be updated as new treatments come out, which could help clinicians virtually explore how they might affect a patient before having that patient switch treatments.
Digital twins could also assist in decision-making based on a patient’s priorities and real-life circumstances. “Maybe your priority is not necessarily to shrink this [tumor] at all costs ... maybe your priority is some mix of that and also quality of life,” Macklin said, referring to potential side effects. Or if someone lives 3 hours from the nearest cancer center, a digital twin could help determine whether less frequent treatments could still be effective.
And while much of the activity around digital twins in biomedical research has been focused on cancer, Asghar said the technology has the potential to be applied to other diseases as well. A digital twin for cardiovascular disease could help doctors choose the best treatment. It could also integrate new information from a smartwatch or glucose monitor to make better predictions and help doctors adjust the treatment plan.
Faster, More Effective Research With Twins
Because digital twin programs can quickly analyze large datasets, they can also make real-world studies more effective and efficient.
Though digital twins would not fully replace real clinical trials, they could help run through preliminary scenarios before starting a full clinical trial, which would “save everybody some money, time and pain and risk,” said Macklin.
It’s also possible to use digital twins to design better screening strategies for early cancer detection and monitoring, said Ioannis Zervantonakis, PhD, a bioengineering professor at the University of Pittsburgh.
Zervantonakis is tapping digital twin technology for research that homes in on understanding tumors. In this case, the digital twin is a virtual representation of a real tumor, complete with its complex network of cells and the surrounding tissue.
Zervantonakis’ lab is using the technology to study cell-cell interactions in the tumor microenvironment, with a focus on human epidermal growth factor receptor 2–targeted therapy resistance in breast cancer. The digital twin they developed will simulate tumor growth, predict drug response, analyze cellular interactions, and optimize treatment strategies.
The Long Push Forward
One big hurdle to making digital twins more widely available is that regulation for the technology is still in progress.
“We’re developing the technology, and what’s also happening is the regulatory framework is being developed in parallel. So we’re almost developing things blindly on the basis that we think this is what the regulators would want,” explained Asghar.
“It’s really important that these technologies are regulated properly, just like drugs, and that’s what we’re pushing and advocating for,” said Asghar, noting that people need to know that like drugs, a digital twin has strengths and limitations.
And while a digital twin can be a cost-saving approach in the long run, it does require funding to get a program built, and finding funds can be difficult because not everyone knows about the technology. More funding means more trials.
With more data, Asghar is hopeful that within a few years, a digital twin model could be available for clinicians to use to help inform treatment decisions. This could lead to more effective treatments and, ultimately, better patient outcomes.
A version of this article appeared on Medscape.com.
Digital Danger: How Cyberattacks Put Patients at Risk
On September 27, 2024, UMC Health System in Lubbock, Texas, experienced an IT outage because of a cybersecurity incident that temporarily diverted patients to other healthcare facilities. So far, in 2024, there have been 386 cyberattacks on healthcare organizations. These high-impact ransomware attacks disrupt and delay patient care.
In recent years, many healthcare systems, including Scripps Health, Universal Health Services, Vastaamo, Sky Lakes, and the University of Vermont, have paid millions — even tens of millions — to recover data after a cyberattack or data breach. When healthcare systems come under cyber fire, the impact extends far past disrupting workflows and compromising data, patient safety can be also be compromised, vital information may be lost, and imaging and lab results can go missing or be held for ransom, making physicians’ job difficult or impossible.
In fact, cyberattacks on hospitals are far more common than you may realize. A new report issued by Ponemon and Proofpoint found that 92% of healthcare organizations have experienced a cyberattack in the past 12 months. Even more sobering is that about half of the organizations affected suffered disruptions in patient care.
Healthcare Systems = ‘Soft Targets’
Healthcare systems are a “soft target” for hackers for several reasons, pointed out Matthew Radolec, vice president, incident response and cloud operations at Varonis, a data security company. “One, they’re usually an amalgamation of many healthcare systems that are interconnected,” said Radolec. “A lot of hospitals are connected to other hospitals or connected to educational institutions, which means their computer vulnerabilities are shared ... and if they have an issue, it could very easily spread to your network.”
Another factor is the cost of securing data. “[With hospitals], they’ll say that a dollar spent on security is a dollar not spent on patient care,” said Radolec. “So the idea of investing in security is really tough from a budget standpoint…they’re choosing between a new MRI machine or better antivirus, backups, or data security.”
Because of the wealth of private data and healthcare information they maintain, hospitals are considered “high impact” for cybercriminals. Attackers know that if they get a foothold in a hospital, it’s more likely to pay — and pay quickly, Radolec told this news organization. Hospitals are also likely to have cyber insurance to help cover the cost of having their data stolen, encrypted, and ransomed.
The 2024 Microsoft Digital Defense Report also found that the bad actors are more sophisticated and better resourced and can challenge even the best cybersecurity. Improved defenses may not be good enough, and the sheer volume of attacks must be met with effective deterrence and government solutions that impose consequences for cybercriminals.
Vulnerable Users
Whether through a phishing email or text, password attack, or web attack, “the moment a ‘threat actor’ gets into your institution and gets credentials ... that’s the Nirvana state of a threat actor,” warned Ryan Witt, chair of the healthcare customer advisory board and vice president of Industry Solutions at Proofpoint, a cybersecurity platform. “They have those credentials and will go into deep reconnaissance mode. It often takes healthcare up to 6 months to even ascertain whether somebody’s actually in the network.” During that time, the hacker is learning how the institution works, what job functions matter, and how best to plan their attack.
“Attackers are getting in because they’re buying databases of usernames and passwords. And they’re trying them by the millions,” added Radolec. “For a sophisticated actor, all it takes is time and motivation. They have the skills. It’s just a matter of how persistent they want to be.”
Certain hospital staff are also more likely to be targeted by cyberhackers than others. “About 10% of a healthcare organization’s user base is much more vulnerable for all sorts of reasons — how they work, the value of their job title and job function, and therefore their access to systems,” said Witt.
High-profile staff are more likely to be targeted than those in lower-level positions; the so-called “CEO attack” is typical. However, staff in other hospital departments are also subject to cybercriminals, including hospice departments/hospice organizations and research arms of hospitals.
The Impact of Cyberattacks on Patients
Physicians and healthcare execs may have considered cybersecurity more of a compliance issue than a true threat to patients in the past. But this attitude is rapidly changing. “We are starting to see a very clear connection between a cyber event and how it can impact patient care and patient safety,” said Witt.
According to the Proofpoint report, cyber breaches can severely affect patient care. In 2024:
- 56% of respondents saw a delay in patient tests/procedures
- 53% experienced increased patient complications from medical procedures
- 52% noted a longer patient length of stay
- 44% saw an increase in patient transfers to other facilities
- 28% had an increase in mortality rate
What Hospitals and Physicians Can Do
Fortunately, hospitals can take measures to better protect their data and their patients. One strategy is segmenting networks to reduce the amount of data or systems one person or system can access. Educating staff about the dangers of phishing and spoofing emails also help protect organizations from ransomware attacks. Having staff avoid reusing passwords and updating logins and passwords frequently helps.
Most hospitals also need more robust security controls. Physicians and healthcare facilities must also embrace the cybersecurity controls found in other industries, said Witt. “Multifactor authentication is one of those things that can cause us frustration,” he said. “The controls can seem onerous, but they’re really valuable overall…and should become standard practice.”
Doctors can also prepare for a ransomware attack and protect patients by practicing some “old-school” medicine, like using paper systems and maintaining good patient notes — often, those notes are synced locally as well as offsite, so you’d be able to access them even during a data breach. “It’s smart to write prescriptions on pads sometimes,” said Radolec. “Don’t forget how to do those things because that will make you more resilient in the event of a ransomware attack.”
A Continuing Threat
Cyberattacks will continue. “When you look at the high likelihood [of success] and the soft target, you end up with ... a perfect storm,” said Radolec. “Hospitals have a lot of vulnerabilities. They have to keep operations going just to receive income, but also to deliver care to people.”
That means that the burden is on healthcare organizations — including physicians, nurses, staff, and C-level execs — to help keep the “security” in cybersecurity. “We are all part of the cybersecurity defense,” said Witt. Helping to maintain that defense has become a critical aspect of caring for patients.
A version of this article first appeared on Medscape.com.
On September 27, 2024, UMC Health System in Lubbock, Texas, experienced an IT outage because of a cybersecurity incident that temporarily diverted patients to other healthcare facilities. So far, in 2024, there have been 386 cyberattacks on healthcare organizations. These high-impact ransomware attacks disrupt and delay patient care.
In recent years, many healthcare systems, including Scripps Health, Universal Health Services, Vastaamo, Sky Lakes, and the University of Vermont, have paid millions — even tens of millions — to recover data after a cyberattack or data breach. When healthcare systems come under cyber fire, the impact extends far past disrupting workflows and compromising data, patient safety can be also be compromised, vital information may be lost, and imaging and lab results can go missing or be held for ransom, making physicians’ job difficult or impossible.
In fact, cyberattacks on hospitals are far more common than you may realize. A new report issued by Ponemon and Proofpoint found that 92% of healthcare organizations have experienced a cyberattack in the past 12 months. Even more sobering is that about half of the organizations affected suffered disruptions in patient care.
Healthcare Systems = ‘Soft Targets’
Healthcare systems are a “soft target” for hackers for several reasons, pointed out Matthew Radolec, vice president, incident response and cloud operations at Varonis, a data security company. “One, they’re usually an amalgamation of many healthcare systems that are interconnected,” said Radolec. “A lot of hospitals are connected to other hospitals or connected to educational institutions, which means their computer vulnerabilities are shared ... and if they have an issue, it could very easily spread to your network.”
Another factor is the cost of securing data. “[With hospitals], they’ll say that a dollar spent on security is a dollar not spent on patient care,” said Radolec. “So the idea of investing in security is really tough from a budget standpoint…they’re choosing between a new MRI machine or better antivirus, backups, or data security.”
Because of the wealth of private data and healthcare information they maintain, hospitals are considered “high impact” for cybercriminals. Attackers know that if they get a foothold in a hospital, it’s more likely to pay — and pay quickly, Radolec told this news organization. Hospitals are also likely to have cyber insurance to help cover the cost of having their data stolen, encrypted, and ransomed.
The 2024 Microsoft Digital Defense Report also found that the bad actors are more sophisticated and better resourced and can challenge even the best cybersecurity. Improved defenses may not be good enough, and the sheer volume of attacks must be met with effective deterrence and government solutions that impose consequences for cybercriminals.
Vulnerable Users
Whether through a phishing email or text, password attack, or web attack, “the moment a ‘threat actor’ gets into your institution and gets credentials ... that’s the Nirvana state of a threat actor,” warned Ryan Witt, chair of the healthcare customer advisory board and vice president of Industry Solutions at Proofpoint, a cybersecurity platform. “They have those credentials and will go into deep reconnaissance mode. It often takes healthcare up to 6 months to even ascertain whether somebody’s actually in the network.” During that time, the hacker is learning how the institution works, what job functions matter, and how best to plan their attack.
“Attackers are getting in because they’re buying databases of usernames and passwords. And they’re trying them by the millions,” added Radolec. “For a sophisticated actor, all it takes is time and motivation. They have the skills. It’s just a matter of how persistent they want to be.”
Certain hospital staff are also more likely to be targeted by cyberhackers than others. “About 10% of a healthcare organization’s user base is much more vulnerable for all sorts of reasons — how they work, the value of their job title and job function, and therefore their access to systems,” said Witt.
High-profile staff are more likely to be targeted than those in lower-level positions; the so-called “CEO attack” is typical. However, staff in other hospital departments are also subject to cybercriminals, including hospice departments/hospice organizations and research arms of hospitals.
The Impact of Cyberattacks on Patients
Physicians and healthcare execs may have considered cybersecurity more of a compliance issue than a true threat to patients in the past. But this attitude is rapidly changing. “We are starting to see a very clear connection between a cyber event and how it can impact patient care and patient safety,” said Witt.
According to the Proofpoint report, cyber breaches can severely affect patient care. In 2024:
- 56% of respondents saw a delay in patient tests/procedures
- 53% experienced increased patient complications from medical procedures
- 52% noted a longer patient length of stay
- 44% saw an increase in patient transfers to other facilities
- 28% had an increase in mortality rate
What Hospitals and Physicians Can Do
Fortunately, hospitals can take measures to better protect their data and their patients. One strategy is segmenting networks to reduce the amount of data or systems one person or system can access. Educating staff about the dangers of phishing and spoofing emails also help protect organizations from ransomware attacks. Having staff avoid reusing passwords and updating logins and passwords frequently helps.
Most hospitals also need more robust security controls. Physicians and healthcare facilities must also embrace the cybersecurity controls found in other industries, said Witt. “Multifactor authentication is one of those things that can cause us frustration,” he said. “The controls can seem onerous, but they’re really valuable overall…and should become standard practice.”
Doctors can also prepare for a ransomware attack and protect patients by practicing some “old-school” medicine, like using paper systems and maintaining good patient notes — often, those notes are synced locally as well as offsite, so you’d be able to access them even during a data breach. “It’s smart to write prescriptions on pads sometimes,” said Radolec. “Don’t forget how to do those things because that will make you more resilient in the event of a ransomware attack.”
A Continuing Threat
Cyberattacks will continue. “When you look at the high likelihood [of success] and the soft target, you end up with ... a perfect storm,” said Radolec. “Hospitals have a lot of vulnerabilities. They have to keep operations going just to receive income, but also to deliver care to people.”
That means that the burden is on healthcare organizations — including physicians, nurses, staff, and C-level execs — to help keep the “security” in cybersecurity. “We are all part of the cybersecurity defense,” said Witt. Helping to maintain that defense has become a critical aspect of caring for patients.
A version of this article first appeared on Medscape.com.
On September 27, 2024, UMC Health System in Lubbock, Texas, experienced an IT outage because of a cybersecurity incident that temporarily diverted patients to other healthcare facilities. So far, in 2024, there have been 386 cyberattacks on healthcare organizations. These high-impact ransomware attacks disrupt and delay patient care.
In recent years, many healthcare systems, including Scripps Health, Universal Health Services, Vastaamo, Sky Lakes, and the University of Vermont, have paid millions — even tens of millions — to recover data after a cyberattack or data breach. When healthcare systems come under cyber fire, the impact extends far past disrupting workflows and compromising data, patient safety can be also be compromised, vital information may be lost, and imaging and lab results can go missing or be held for ransom, making physicians’ job difficult or impossible.
In fact, cyberattacks on hospitals are far more common than you may realize. A new report issued by Ponemon and Proofpoint found that 92% of healthcare organizations have experienced a cyberattack in the past 12 months. Even more sobering is that about half of the organizations affected suffered disruptions in patient care.
Healthcare Systems = ‘Soft Targets’
Healthcare systems are a “soft target” for hackers for several reasons, pointed out Matthew Radolec, vice president, incident response and cloud operations at Varonis, a data security company. “One, they’re usually an amalgamation of many healthcare systems that are interconnected,” said Radolec. “A lot of hospitals are connected to other hospitals or connected to educational institutions, which means their computer vulnerabilities are shared ... and if they have an issue, it could very easily spread to your network.”
Another factor is the cost of securing data. “[With hospitals], they’ll say that a dollar spent on security is a dollar not spent on patient care,” said Radolec. “So the idea of investing in security is really tough from a budget standpoint…they’re choosing between a new MRI machine or better antivirus, backups, or data security.”
Because of the wealth of private data and healthcare information they maintain, hospitals are considered “high impact” for cybercriminals. Attackers know that if they get a foothold in a hospital, it’s more likely to pay — and pay quickly, Radolec told this news organization. Hospitals are also likely to have cyber insurance to help cover the cost of having their data stolen, encrypted, and ransomed.
The 2024 Microsoft Digital Defense Report also found that the bad actors are more sophisticated and better resourced and can challenge even the best cybersecurity. Improved defenses may not be good enough, and the sheer volume of attacks must be met with effective deterrence and government solutions that impose consequences for cybercriminals.
Vulnerable Users
Whether through a phishing email or text, password attack, or web attack, “the moment a ‘threat actor’ gets into your institution and gets credentials ... that’s the Nirvana state of a threat actor,” warned Ryan Witt, chair of the healthcare customer advisory board and vice president of Industry Solutions at Proofpoint, a cybersecurity platform. “They have those credentials and will go into deep reconnaissance mode. It often takes healthcare up to 6 months to even ascertain whether somebody’s actually in the network.” During that time, the hacker is learning how the institution works, what job functions matter, and how best to plan their attack.
“Attackers are getting in because they’re buying databases of usernames and passwords. And they’re trying them by the millions,” added Radolec. “For a sophisticated actor, all it takes is time and motivation. They have the skills. It’s just a matter of how persistent they want to be.”
Certain hospital staff are also more likely to be targeted by cyberhackers than others. “About 10% of a healthcare organization’s user base is much more vulnerable for all sorts of reasons — how they work, the value of their job title and job function, and therefore their access to systems,” said Witt.
High-profile staff are more likely to be targeted than those in lower-level positions; the so-called “CEO attack” is typical. However, staff in other hospital departments are also subject to cybercriminals, including hospice departments/hospice organizations and research arms of hospitals.
The Impact of Cyberattacks on Patients
Physicians and healthcare execs may have considered cybersecurity more of a compliance issue than a true threat to patients in the past. But this attitude is rapidly changing. “We are starting to see a very clear connection between a cyber event and how it can impact patient care and patient safety,” said Witt.
According to the Proofpoint report, cyber breaches can severely affect patient care. In 2024:
- 56% of respondents saw a delay in patient tests/procedures
- 53% experienced increased patient complications from medical procedures
- 52% noted a longer patient length of stay
- 44% saw an increase in patient transfers to other facilities
- 28% had an increase in mortality rate
What Hospitals and Physicians Can Do
Fortunately, hospitals can take measures to better protect their data and their patients. One strategy is segmenting networks to reduce the amount of data or systems one person or system can access. Educating staff about the dangers of phishing and spoofing emails also help protect organizations from ransomware attacks. Having staff avoid reusing passwords and updating logins and passwords frequently helps.
Most hospitals also need more robust security controls. Physicians and healthcare facilities must also embrace the cybersecurity controls found in other industries, said Witt. “Multifactor authentication is one of those things that can cause us frustration,” he said. “The controls can seem onerous, but they’re really valuable overall…and should become standard practice.”
Doctors can also prepare for a ransomware attack and protect patients by practicing some “old-school” medicine, like using paper systems and maintaining good patient notes — often, those notes are synced locally as well as offsite, so you’d be able to access them even during a data breach. “It’s smart to write prescriptions on pads sometimes,” said Radolec. “Don’t forget how to do those things because that will make you more resilient in the event of a ransomware attack.”
A Continuing Threat
Cyberattacks will continue. “When you look at the high likelihood [of success] and the soft target, you end up with ... a perfect storm,” said Radolec. “Hospitals have a lot of vulnerabilities. They have to keep operations going just to receive income, but also to deliver care to people.”
That means that the burden is on healthcare organizations — including physicians, nurses, staff, and C-level execs — to help keep the “security” in cybersecurity. “We are all part of the cybersecurity defense,” said Witt. Helping to maintain that defense has become a critical aspect of caring for patients.
A version of this article first appeared on Medscape.com.
When Your Malpractice Insurer Investigates You: What to Know
When psychiatrist Paul Sartain, MD (not his real name), received a letter from his state’s medical board, he was concerned. A patient’s family complained that he made sexual advances to a young woman he treated for psychotic depression.
“There was absolutely no evidence, and the claims were vague,” he said. “I think the family was angry at me and with the system — the woman had not gotten better.” Sartain reviewed his medical records and then called his malpractice insurer.
The insurer asked about his involvement with the patient’s case, if there was anything credible to the patient’s complaint, and if he had thorough documentation. Then, the carrier offered Sartain his choice of several attorneys who could represent him. The medical board ultimately closed the case with no findings against him, and the patient’s family never sued him.
“If I’m wrongly accused, I’m defended (by the carrier). If I had stolen money or had a sexual relationship with the patient, then you’re acting outside the bounds of what is protected (by the carrier),” he said.
How Medical Board and Malpractice Insurer Investigations Differ
Medical board complaints differ from malpractice claims, in which patients seek damages. The investigation process also varies.
When a patient reports a doctor to a state medical board, they may also sue the doctor for monetary damages in civil court. The medical board responds to patient complaints made directly to them, but it also may also initiate its own investigations. Those can be prompted by a malpractice claim resolution, with a court verdict against the doctor, or a settlement recorded in the National Practitioner Data Bank.
Malpractice insurers may offer limited legal representation for medical board investigations, requiring the doctor to report the medical board issue to them before the doctor takes any action. Often, they will cover up to $50,000 in defense costs but not cover any subsequent medical board fines or required classes or medical board fees.
When a doctor contacts the carrier about a medical board investigation, the carrier may ask for the medical board document and the medical records, said Alex Keoskey, a partner in Frier Levitt’s life sciences group.
The carrier may want to ask about the patient, staff members involved, the doctor’s background, if there have been previous medical board investigations or lawsuits against this doctor, and the doctor’s opinion of the allegations. The doctor should be transparent with the carrier, Keoskey said.
Some carriers conduct more in-depth investigations, examining record-keeping, prescription practices, patient consent processes, and continuing medical education status. That’s because the medical board may inquire about these as well should its own investigation expand.
Not all carriers explore cases like these, even if reimbursing for defense costs, said Karen Frisella, director of professional liability claims at BETA Healthcare Group in California. In her experience, a licensing investigation usually follows a claim resolution that was already worked up by the carrier. If a complaint was made directly to the licensing board without an accompanying liability claim, the carrier’s ability to initiate an investigation on the incident depends on the policy terms or coverage available.
“Typically, a professional liability policy requires that the insured report a claim to trigger coverage. The carrier can’t unilaterally decide to open a claim,” she said. A licensing board investigation is not a claim by definition and therefore does not provide a mechanism for the carrier to open a liability claim file, she added.
If the medical board ultimately restricts the doctor’s license or puts the doctor on probation, that becomes public, and the underwriting department may then look into it.
Malpractice insurers routinely monitor licensing board discipline notices. A reprimand or restrictions on a doctor’s license could trigger a review of the physician’s future insurability and lead to higher premiums or even nonrenewal, Frisella said.
If a carrier investigates a reported claim and determines there are issues with the care rendered, whether there is an accompanying medical board action, that also can affect underwriting decisions, Frisella said.
Who Is Your Attorney Really Working for?
The doctor should understand whose interests the attorney represents. In a medical board claim, the attorney — even if defense is paid by the carrier — represents the doctor.
Frisella said her organization provides pass-through coverage, meaning it reimburses the doctor for medical board defense costs. “Because the carrier isn’t directing the medical board defense, it is not generally privy to the work product.”
If a patient files a malpractice claim, however, the attorney ultimately represents the insurance company.
“The panel counsel who works for the insurer does not work for the doctor, and that’s always important to remember,” Keoskey said. While the attorney will do their best to aggressively defend the doctor, “he’s going to protect the insurer’s interest before the doctor’s.”
Physicians who find any conflict of interest with their insurer should seek counsel.
Such conflicts could include:
- Disagreements over the case’s ultimate worth. For example, a physician might want a case to settle for less than their carrier is willing to pay.
- The legal judgment may exceed the carrier’s policy limits, or there are punitive damages or allegations of criminal acts that the insurer does not cover.
In these cases, the insurance company should recommend the doctor get personal counsel. They will send a reservation of rights letter saying they will defend the doctor for now, but if the facts show the doctor committed some type of misconduct, they may decline coverage, said Keoskey. Some states, including California, require that the carrier pay for this independent counsel.
Unless there is a conflict of interest, though, having a personal attorney just makes the situation more complicated, said Frisella.
A version of this article first appeared on Medscape.com.
When psychiatrist Paul Sartain, MD (not his real name), received a letter from his state’s medical board, he was concerned. A patient’s family complained that he made sexual advances to a young woman he treated for psychotic depression.
“There was absolutely no evidence, and the claims were vague,” he said. “I think the family was angry at me and with the system — the woman had not gotten better.” Sartain reviewed his medical records and then called his malpractice insurer.
The insurer asked about his involvement with the patient’s case, if there was anything credible to the patient’s complaint, and if he had thorough documentation. Then, the carrier offered Sartain his choice of several attorneys who could represent him. The medical board ultimately closed the case with no findings against him, and the patient’s family never sued him.
“If I’m wrongly accused, I’m defended (by the carrier). If I had stolen money or had a sexual relationship with the patient, then you’re acting outside the bounds of what is protected (by the carrier),” he said.
How Medical Board and Malpractice Insurer Investigations Differ
Medical board complaints differ from malpractice claims, in which patients seek damages. The investigation process also varies.
When a patient reports a doctor to a state medical board, they may also sue the doctor for monetary damages in civil court. The medical board responds to patient complaints made directly to them, but it also may also initiate its own investigations. Those can be prompted by a malpractice claim resolution, with a court verdict against the doctor, or a settlement recorded in the National Practitioner Data Bank.
Malpractice insurers may offer limited legal representation for medical board investigations, requiring the doctor to report the medical board issue to them before the doctor takes any action. Often, they will cover up to $50,000 in defense costs but not cover any subsequent medical board fines or required classes or medical board fees.
When a doctor contacts the carrier about a medical board investigation, the carrier may ask for the medical board document and the medical records, said Alex Keoskey, a partner in Frier Levitt’s life sciences group.
The carrier may want to ask about the patient, staff members involved, the doctor’s background, if there have been previous medical board investigations or lawsuits against this doctor, and the doctor’s opinion of the allegations. The doctor should be transparent with the carrier, Keoskey said.
Some carriers conduct more in-depth investigations, examining record-keeping, prescription practices, patient consent processes, and continuing medical education status. That’s because the medical board may inquire about these as well should its own investigation expand.
Not all carriers explore cases like these, even if reimbursing for defense costs, said Karen Frisella, director of professional liability claims at BETA Healthcare Group in California. In her experience, a licensing investigation usually follows a claim resolution that was already worked up by the carrier. If a complaint was made directly to the licensing board without an accompanying liability claim, the carrier’s ability to initiate an investigation on the incident depends on the policy terms or coverage available.
“Typically, a professional liability policy requires that the insured report a claim to trigger coverage. The carrier can’t unilaterally decide to open a claim,” she said. A licensing board investigation is not a claim by definition and therefore does not provide a mechanism for the carrier to open a liability claim file, she added.
If the medical board ultimately restricts the doctor’s license or puts the doctor on probation, that becomes public, and the underwriting department may then look into it.
Malpractice insurers routinely monitor licensing board discipline notices. A reprimand or restrictions on a doctor’s license could trigger a review of the physician’s future insurability and lead to higher premiums or even nonrenewal, Frisella said.
If a carrier investigates a reported claim and determines there are issues with the care rendered, whether there is an accompanying medical board action, that also can affect underwriting decisions, Frisella said.
Who Is Your Attorney Really Working for?
The doctor should understand whose interests the attorney represents. In a medical board claim, the attorney — even if defense is paid by the carrier — represents the doctor.
Frisella said her organization provides pass-through coverage, meaning it reimburses the doctor for medical board defense costs. “Because the carrier isn’t directing the medical board defense, it is not generally privy to the work product.”
If a patient files a malpractice claim, however, the attorney ultimately represents the insurance company.
“The panel counsel who works for the insurer does not work for the doctor, and that’s always important to remember,” Keoskey said. While the attorney will do their best to aggressively defend the doctor, “he’s going to protect the insurer’s interest before the doctor’s.”
Physicians who find any conflict of interest with their insurer should seek counsel.
Such conflicts could include:
- Disagreements over the case’s ultimate worth. For example, a physician might want a case to settle for less than their carrier is willing to pay.
- The legal judgment may exceed the carrier’s policy limits, or there are punitive damages or allegations of criminal acts that the insurer does not cover.
In these cases, the insurance company should recommend the doctor get personal counsel. They will send a reservation of rights letter saying they will defend the doctor for now, but if the facts show the doctor committed some type of misconduct, they may decline coverage, said Keoskey. Some states, including California, require that the carrier pay for this independent counsel.
Unless there is a conflict of interest, though, having a personal attorney just makes the situation more complicated, said Frisella.
A version of this article first appeared on Medscape.com.
When psychiatrist Paul Sartain, MD (not his real name), received a letter from his state’s medical board, he was concerned. A patient’s family complained that he made sexual advances to a young woman he treated for psychotic depression.
“There was absolutely no evidence, and the claims were vague,” he said. “I think the family was angry at me and with the system — the woman had not gotten better.” Sartain reviewed his medical records and then called his malpractice insurer.
The insurer asked about his involvement with the patient’s case, if there was anything credible to the patient’s complaint, and if he had thorough documentation. Then, the carrier offered Sartain his choice of several attorneys who could represent him. The medical board ultimately closed the case with no findings against him, and the patient’s family never sued him.
“If I’m wrongly accused, I’m defended (by the carrier). If I had stolen money or had a sexual relationship with the patient, then you’re acting outside the bounds of what is protected (by the carrier),” he said.
How Medical Board and Malpractice Insurer Investigations Differ
Medical board complaints differ from malpractice claims, in which patients seek damages. The investigation process also varies.
When a patient reports a doctor to a state medical board, they may also sue the doctor for monetary damages in civil court. The medical board responds to patient complaints made directly to them, but it also may also initiate its own investigations. Those can be prompted by a malpractice claim resolution, with a court verdict against the doctor, or a settlement recorded in the National Practitioner Data Bank.
Malpractice insurers may offer limited legal representation for medical board investigations, requiring the doctor to report the medical board issue to them before the doctor takes any action. Often, they will cover up to $50,000 in defense costs but not cover any subsequent medical board fines or required classes or medical board fees.
When a doctor contacts the carrier about a medical board investigation, the carrier may ask for the medical board document and the medical records, said Alex Keoskey, a partner in Frier Levitt’s life sciences group.
The carrier may want to ask about the patient, staff members involved, the doctor’s background, if there have been previous medical board investigations or lawsuits against this doctor, and the doctor’s opinion of the allegations. The doctor should be transparent with the carrier, Keoskey said.
Some carriers conduct more in-depth investigations, examining record-keeping, prescription practices, patient consent processes, and continuing medical education status. That’s because the medical board may inquire about these as well should its own investigation expand.
Not all carriers explore cases like these, even if reimbursing for defense costs, said Karen Frisella, director of professional liability claims at BETA Healthcare Group in California. In her experience, a licensing investigation usually follows a claim resolution that was already worked up by the carrier. If a complaint was made directly to the licensing board without an accompanying liability claim, the carrier’s ability to initiate an investigation on the incident depends on the policy terms or coverage available.
“Typically, a professional liability policy requires that the insured report a claim to trigger coverage. The carrier can’t unilaterally decide to open a claim,” she said. A licensing board investigation is not a claim by definition and therefore does not provide a mechanism for the carrier to open a liability claim file, she added.
If the medical board ultimately restricts the doctor’s license or puts the doctor on probation, that becomes public, and the underwriting department may then look into it.
Malpractice insurers routinely monitor licensing board discipline notices. A reprimand or restrictions on a doctor’s license could trigger a review of the physician’s future insurability and lead to higher premiums or even nonrenewal, Frisella said.
If a carrier investigates a reported claim and determines there are issues with the care rendered, whether there is an accompanying medical board action, that also can affect underwriting decisions, Frisella said.
Who Is Your Attorney Really Working for?
The doctor should understand whose interests the attorney represents. In a medical board claim, the attorney — even if defense is paid by the carrier — represents the doctor.
Frisella said her organization provides pass-through coverage, meaning it reimburses the doctor for medical board defense costs. “Because the carrier isn’t directing the medical board defense, it is not generally privy to the work product.”
If a patient files a malpractice claim, however, the attorney ultimately represents the insurance company.
“The panel counsel who works for the insurer does not work for the doctor, and that’s always important to remember,” Keoskey said. While the attorney will do their best to aggressively defend the doctor, “he’s going to protect the insurer’s interest before the doctor’s.”
Physicians who find any conflict of interest with their insurer should seek counsel.
Such conflicts could include:
- Disagreements over the case’s ultimate worth. For example, a physician might want a case to settle for less than their carrier is willing to pay.
- The legal judgment may exceed the carrier’s policy limits, or there are punitive damages or allegations of criminal acts that the insurer does not cover.
In these cases, the insurance company should recommend the doctor get personal counsel. They will send a reservation of rights letter saying they will defend the doctor for now, but if the facts show the doctor committed some type of misconduct, they may decline coverage, said Keoskey. Some states, including California, require that the carrier pay for this independent counsel.
Unless there is a conflict of interest, though, having a personal attorney just makes the situation more complicated, said Frisella.
A version of this article first appeared on Medscape.com.