User login
Cost of Drugs Can Be Breathtaking for COPD Patients
For patients with chronic obstructive pulmonary disease (COPD), the Global Initiative on Obstructive Lung Disease recommends long-term term pharmacologic and nonpharmacologic therapies based on each patient’s symptoms and disease severity.
Yet even the most effective drugs work only when patients take them as directed, and according to the World Health Organization, fewer than half of all patients worldwide are fully compliant with long-term COPD drug regimens.
And as a recent cross-sectional study showed, nearly one in six patients in the United States reported missing a COPD drug dose, lowering the dose, or delaying filling a prescription for financial reasons.
“I care for patients with COPD as their pulmonologist, and this is a very common problem that we see in clinical practice,” said Meredith McCormack, MD, a pulmonary and critical care medicine physician and associate director of the Pulmonary & Critical Care Medicine Division at Johns Hopkins University in Baltimore.
Dr. McCormack, a national spokesperson for The American Lung Association, said that she shows new patients the photos of all available inhalers and asks which ones they have and how they take them.
“I would say that a majority of the time people are taking their medicines slightly differently than prescribed, and often, this is due to cost,” she said.
Serious Consequences
Cost-related medication nonadherence (CRN), as investigators term it, can have major health effects and can be significantly more costly in the long run due to increased hospitalization rates, higher morbidity, and greater risk for COPD-related death associated with suboptimal care.
“For some patients even a month or two of being off medications increases the risk of having exacerbations, having more symptoms, [and] having a decline in their lung function,” said Douglas M. Beach, MD, a pulmonologist at Beth Israel Deaconess Medical Center in Boston.
In the aforementioned cross-sectional study, published in the open access journal BMC Public Health, Xin Wen, MD, from the Jiamusi (China) University School of Public Health, and colleagues looked at data on a representative sample of US adults who participated in the US National Health Interview Survey from 2013 through 2020.
The sample included 15,928 persons aged 18 years or older with a self-reported history of COPD who completed a CRN survey including the following questions:
During the past 12 months, have you
- Skipped medication doses to save money?
- Taken less medicine than prescribed to save money?
- Delayed filling a prescription to save money?
The investigators found that a weighted 18.56% of participants representing 2.39 million persons with COPD answered “yes” to one of the questions.
Translated into representative population numbers, that works out to an estimated 1.61 million persons with COPD missing doses, 1.72 million taking lower doses than those prescribed, and 2.03 million delaying filling prescriptions to save money.
A multivariable logistic regression analysis showed that those who were most likely to be nonadherent for financial reasons were patients younger than 65 years, women, persons with low family income, those who lacked health insurance, and patients with multiple comorbidities, the authors found.
Financial Barriers
One of the biggest barriers to COPD medication adherence is, somewhat paradoxically, insurance status, particularly Medicare, said Corinne Young, MSN, FNP-C, FCCP, from Colorado Springs Pulmonary Consultants.
“What’s so unfair about Medicare is that patients have to buy a drug plan, so they have to already pay for an extra plan to have access to drugs, and the plans vary because there are so many choices,” she said in an interview.
Elderly patients may be confused about the available options and may choose the Medicare Advantage plan with the lowest monthly premiums, which have the highest annual deductibles, usually in the $5000-and-up range, she said.
In addition, the Medicare Part D prescription coverage gap, commonly known as the “donut hole,” requires patients to pay a percentage of drug costs above a certain limit ($5030 in 2024) until a yearly out-of-pocket limit (currently $8000) is reached, after which the plan will again pick up most of the costs.
Although makers of inhalers have voluntarily agreed to limit monthly co-pays to $35 for uninsured patients, Medicare plans require insured patients to shell out considerably more, with 30 days of Trelegy Ellipta (fluticasone furoate, umeclidinium, and vilanterol) setting patients back nearly $350 per month, according to a recent search of costs for a United Healthcare Medicare Advantage plan.
Chasing Lower-Cost Options
“I have a lot of patients who use Canadian pharmacies to try to get around it, and I have a lot of patients who make a trip to Mexico every year and load up. I have patients who don’t take their inhalers as they are supposed to in order to make them last longer, and I have patients who take the inhalers of other family members,” Ms. Young said.
Humayun Anjum, MD, FCCP, from Dallas Pulmonary and Critical Care in Dallas, Texas, said in an interview that when patients claim that a prescribed drug isn’t working as expected for them, financial pressures may be partly to blame.
“When you investigate a little bit more, that’s where things become a bit more clear, and the patient may say ‘yeah, I stopped using this inhaler because it was costing me 200 bucks a month and I’m already on other medications,’ ” he said.
He noted that, when possible, he will steer patients toward discount prescription services such as GoodRx, which offers discounts at local pharmacies, or Mark Cuban Cost Plus Drugs, an online pharmacy that offers generic versions of Advair Diskus (fluticasone propionate/salmeterol) at a 100-50 mcg dose for $94.70, a savings of $307.30 over retail pharmacies, according to the company’s website.
Dr. Beach noted that Beth Israel Deaconess has a pharmacist embedded in the pulmonary clinic who can help eligible patients get financial assistance to pay for their medications.
“The influencing factors of CRN are multifaceted and necessitating more rigorous research. Health policy interventions focusing on reducing drug costs, delaying disease progression, preventing exacerbations, and reducing the risk of comorbidities may improve the economic burden of COPD and its outcomes,” Dr. Wen and colleagues wrote.
The study by Dr. Wen and colleagues was funded by grants from Chinese national and academic sources. Dr. McCormack has served as a consultant to Aridis, Boehringer Ingelheim, GlaxoSmithKline, MCG Diagnostics, ndd Medical Technologies, and UpToDate. Ms. Young, Dr. Anjum, and Dr. Beach reported no conflicts of interest.
A version of this article first appeared on Medscape.com.
For patients with chronic obstructive pulmonary disease (COPD), the Global Initiative on Obstructive Lung Disease recommends long-term term pharmacologic and nonpharmacologic therapies based on each patient’s symptoms and disease severity.
Yet even the most effective drugs work only when patients take them as directed, and according to the World Health Organization, fewer than half of all patients worldwide are fully compliant with long-term COPD drug regimens.
And as a recent cross-sectional study showed, nearly one in six patients in the United States reported missing a COPD drug dose, lowering the dose, or delaying filling a prescription for financial reasons.
“I care for patients with COPD as their pulmonologist, and this is a very common problem that we see in clinical practice,” said Meredith McCormack, MD, a pulmonary and critical care medicine physician and associate director of the Pulmonary & Critical Care Medicine Division at Johns Hopkins University in Baltimore.
Dr. McCormack, a national spokesperson for The American Lung Association, said that she shows new patients the photos of all available inhalers and asks which ones they have and how they take them.
“I would say that a majority of the time people are taking their medicines slightly differently than prescribed, and often, this is due to cost,” she said.
Serious Consequences
Cost-related medication nonadherence (CRN), as investigators term it, can have major health effects and can be significantly more costly in the long run due to increased hospitalization rates, higher morbidity, and greater risk for COPD-related death associated with suboptimal care.
“For some patients even a month or two of being off medications increases the risk of having exacerbations, having more symptoms, [and] having a decline in their lung function,” said Douglas M. Beach, MD, a pulmonologist at Beth Israel Deaconess Medical Center in Boston.
In the aforementioned cross-sectional study, published in the open access journal BMC Public Health, Xin Wen, MD, from the Jiamusi (China) University School of Public Health, and colleagues looked at data on a representative sample of US adults who participated in the US National Health Interview Survey from 2013 through 2020.
The sample included 15,928 persons aged 18 years or older with a self-reported history of COPD who completed a CRN survey including the following questions:
During the past 12 months, have you
- Skipped medication doses to save money?
- Taken less medicine than prescribed to save money?
- Delayed filling a prescription to save money?
The investigators found that a weighted 18.56% of participants representing 2.39 million persons with COPD answered “yes” to one of the questions.
Translated into representative population numbers, that works out to an estimated 1.61 million persons with COPD missing doses, 1.72 million taking lower doses than those prescribed, and 2.03 million delaying filling prescriptions to save money.
A multivariable logistic regression analysis showed that those who were most likely to be nonadherent for financial reasons were patients younger than 65 years, women, persons with low family income, those who lacked health insurance, and patients with multiple comorbidities, the authors found.
Financial Barriers
One of the biggest barriers to COPD medication adherence is, somewhat paradoxically, insurance status, particularly Medicare, said Corinne Young, MSN, FNP-C, FCCP, from Colorado Springs Pulmonary Consultants.
“What’s so unfair about Medicare is that patients have to buy a drug plan, so they have to already pay for an extra plan to have access to drugs, and the plans vary because there are so many choices,” she said in an interview.
Elderly patients may be confused about the available options and may choose the Medicare Advantage plan with the lowest monthly premiums, which have the highest annual deductibles, usually in the $5000-and-up range, she said.
In addition, the Medicare Part D prescription coverage gap, commonly known as the “donut hole,” requires patients to pay a percentage of drug costs above a certain limit ($5030 in 2024) until a yearly out-of-pocket limit (currently $8000) is reached, after which the plan will again pick up most of the costs.
Although makers of inhalers have voluntarily agreed to limit monthly co-pays to $35 for uninsured patients, Medicare plans require insured patients to shell out considerably more, with 30 days of Trelegy Ellipta (fluticasone furoate, umeclidinium, and vilanterol) setting patients back nearly $350 per month, according to a recent search of costs for a United Healthcare Medicare Advantage plan.
Chasing Lower-Cost Options
“I have a lot of patients who use Canadian pharmacies to try to get around it, and I have a lot of patients who make a trip to Mexico every year and load up. I have patients who don’t take their inhalers as they are supposed to in order to make them last longer, and I have patients who take the inhalers of other family members,” Ms. Young said.
Humayun Anjum, MD, FCCP, from Dallas Pulmonary and Critical Care in Dallas, Texas, said in an interview that when patients claim that a prescribed drug isn’t working as expected for them, financial pressures may be partly to blame.
“When you investigate a little bit more, that’s where things become a bit more clear, and the patient may say ‘yeah, I stopped using this inhaler because it was costing me 200 bucks a month and I’m already on other medications,’ ” he said.
He noted that, when possible, he will steer patients toward discount prescription services such as GoodRx, which offers discounts at local pharmacies, or Mark Cuban Cost Plus Drugs, an online pharmacy that offers generic versions of Advair Diskus (fluticasone propionate/salmeterol) at a 100-50 mcg dose for $94.70, a savings of $307.30 over retail pharmacies, according to the company’s website.
Dr. Beach noted that Beth Israel Deaconess has a pharmacist embedded in the pulmonary clinic who can help eligible patients get financial assistance to pay for their medications.
“The influencing factors of CRN are multifaceted and necessitating more rigorous research. Health policy interventions focusing on reducing drug costs, delaying disease progression, preventing exacerbations, and reducing the risk of comorbidities may improve the economic burden of COPD and its outcomes,” Dr. Wen and colleagues wrote.
The study by Dr. Wen and colleagues was funded by grants from Chinese national and academic sources. Dr. McCormack has served as a consultant to Aridis, Boehringer Ingelheim, GlaxoSmithKline, MCG Diagnostics, ndd Medical Technologies, and UpToDate. Ms. Young, Dr. Anjum, and Dr. Beach reported no conflicts of interest.
A version of this article first appeared on Medscape.com.
For patients with chronic obstructive pulmonary disease (COPD), the Global Initiative on Obstructive Lung Disease recommends long-term term pharmacologic and nonpharmacologic therapies based on each patient’s symptoms and disease severity.
Yet even the most effective drugs work only when patients take them as directed, and according to the World Health Organization, fewer than half of all patients worldwide are fully compliant with long-term COPD drug regimens.
And as a recent cross-sectional study showed, nearly one in six patients in the United States reported missing a COPD drug dose, lowering the dose, or delaying filling a prescription for financial reasons.
“I care for patients with COPD as their pulmonologist, and this is a very common problem that we see in clinical practice,” said Meredith McCormack, MD, a pulmonary and critical care medicine physician and associate director of the Pulmonary & Critical Care Medicine Division at Johns Hopkins University in Baltimore.
Dr. McCormack, a national spokesperson for The American Lung Association, said that she shows new patients the photos of all available inhalers and asks which ones they have and how they take them.
“I would say that a majority of the time people are taking their medicines slightly differently than prescribed, and often, this is due to cost,” she said.
Serious Consequences
Cost-related medication nonadherence (CRN), as investigators term it, can have major health effects and can be significantly more costly in the long run due to increased hospitalization rates, higher morbidity, and greater risk for COPD-related death associated with suboptimal care.
“For some patients even a month or two of being off medications increases the risk of having exacerbations, having more symptoms, [and] having a decline in their lung function,” said Douglas M. Beach, MD, a pulmonologist at Beth Israel Deaconess Medical Center in Boston.
In the aforementioned cross-sectional study, published in the open access journal BMC Public Health, Xin Wen, MD, from the Jiamusi (China) University School of Public Health, and colleagues looked at data on a representative sample of US adults who participated in the US National Health Interview Survey from 2013 through 2020.
The sample included 15,928 persons aged 18 years or older with a self-reported history of COPD who completed a CRN survey including the following questions:
During the past 12 months, have you
- Skipped medication doses to save money?
- Taken less medicine than prescribed to save money?
- Delayed filling a prescription to save money?
The investigators found that a weighted 18.56% of participants representing 2.39 million persons with COPD answered “yes” to one of the questions.
Translated into representative population numbers, that works out to an estimated 1.61 million persons with COPD missing doses, 1.72 million taking lower doses than those prescribed, and 2.03 million delaying filling prescriptions to save money.
A multivariable logistic regression analysis showed that those who were most likely to be nonadherent for financial reasons were patients younger than 65 years, women, persons with low family income, those who lacked health insurance, and patients with multiple comorbidities, the authors found.
Financial Barriers
One of the biggest barriers to COPD medication adherence is, somewhat paradoxically, insurance status, particularly Medicare, said Corinne Young, MSN, FNP-C, FCCP, from Colorado Springs Pulmonary Consultants.
“What’s so unfair about Medicare is that patients have to buy a drug plan, so they have to already pay for an extra plan to have access to drugs, and the plans vary because there are so many choices,” she said in an interview.
Elderly patients may be confused about the available options and may choose the Medicare Advantage plan with the lowest monthly premiums, which have the highest annual deductibles, usually in the $5000-and-up range, she said.
In addition, the Medicare Part D prescription coverage gap, commonly known as the “donut hole,” requires patients to pay a percentage of drug costs above a certain limit ($5030 in 2024) until a yearly out-of-pocket limit (currently $8000) is reached, after which the plan will again pick up most of the costs.
Although makers of inhalers have voluntarily agreed to limit monthly co-pays to $35 for uninsured patients, Medicare plans require insured patients to shell out considerably more, with 30 days of Trelegy Ellipta (fluticasone furoate, umeclidinium, and vilanterol) setting patients back nearly $350 per month, according to a recent search of costs for a United Healthcare Medicare Advantage plan.
Chasing Lower-Cost Options
“I have a lot of patients who use Canadian pharmacies to try to get around it, and I have a lot of patients who make a trip to Mexico every year and load up. I have patients who don’t take their inhalers as they are supposed to in order to make them last longer, and I have patients who take the inhalers of other family members,” Ms. Young said.
Humayun Anjum, MD, FCCP, from Dallas Pulmonary and Critical Care in Dallas, Texas, said in an interview that when patients claim that a prescribed drug isn’t working as expected for them, financial pressures may be partly to blame.
“When you investigate a little bit more, that’s where things become a bit more clear, and the patient may say ‘yeah, I stopped using this inhaler because it was costing me 200 bucks a month and I’m already on other medications,’ ” he said.
He noted that, when possible, he will steer patients toward discount prescription services such as GoodRx, which offers discounts at local pharmacies, or Mark Cuban Cost Plus Drugs, an online pharmacy that offers generic versions of Advair Diskus (fluticasone propionate/salmeterol) at a 100-50 mcg dose for $94.70, a savings of $307.30 over retail pharmacies, according to the company’s website.
Dr. Beach noted that Beth Israel Deaconess has a pharmacist embedded in the pulmonary clinic who can help eligible patients get financial assistance to pay for their medications.
“The influencing factors of CRN are multifaceted and necessitating more rigorous research. Health policy interventions focusing on reducing drug costs, delaying disease progression, preventing exacerbations, and reducing the risk of comorbidities may improve the economic burden of COPD and its outcomes,” Dr. Wen and colleagues wrote.
The study by Dr. Wen and colleagues was funded by grants from Chinese national and academic sources. Dr. McCormack has served as a consultant to Aridis, Boehringer Ingelheim, GlaxoSmithKline, MCG Diagnostics, ndd Medical Technologies, and UpToDate. Ms. Young, Dr. Anjum, and Dr. Beach reported no conflicts of interest.
A version of this article first appeared on Medscape.com.
Catch-and-Treat Strategy Identifies Undiagnosed Asthma and COPD
SAN DIEGO — You can’t treat patients if you can’t find them. But as investigators in a randomized controlled trial showed, a case-finding method based on spirometry results can identify individuals in the community with undiagnosed chronic obstructive pulmonary disease (COPD) or asthma whose lives could be significantly improved with proper care.
“By diagnosing people early and treating them intensively, you can really improve their quality of life,” said lead investigator Shawn D. Aaron, MD, from the Ottawa Hospital Research Institute and University of Ottawa, Ontario, Canada.
Even those patients in the study who were randomly assigned to receive care from a general practice physician had improvements in lung function and quality of life, although on a smaller scale than patients assigned to a specialty team, Dr. Aaron said at the American Thoracic Society’s international conference.
He reported results of the study in a late-breaking oral abstract session. The study findings were also published online in The New England Journal of Medicine.
Undiagnosed diseases
“The simple problem is that 70% of individuals with asthma or COPD are likely undiagnosed,” Dr. Aaron said.
He noted that the 2007-2012 US National Health and Nutritional Examination Survey found obstructive lung disease in 13% of randomly selected US adults, but 71% of these people had never been diagnosed with asthma or COPD.
“So our questions were in this study: One, can we find adults with undiagnosed asthma or COPD in the community? The second question was: If we find them, are they sick? And the third and most important question was: Can we treat them early and improve their health outcomes?” he said.
Asthma and COPD both present with similar respiratory symptoms, including dyspnea, cough, wheeze, and/or chest tightness, and the two conditions share expiratory airflow obstruction as a common physiologic impairment that can be detected with spirometry.
Study details
To identify participants, the investigators hired a commercial survey firm to contact households asking whether any member aged 18 years or older had respiratory symptoms such as shortness of breath, wheezing, increased mucus or sputum production, or prolonged cough in the past 6 months. Those who responded yes were then contacted by a trial coordinator, and the symptomatic household member was asked to complete the Asthma Screening Questionnaire over the phone. Participants aged 60 years or older and those younger than 60 years with a score of 6 or higher on the asthma screen also completed the COPD Diagnostic Questionnaire.
Those with a score of 6 or higher on the asthma screen or 20 or higher on the COPD screen were invited to undergo spirometry at a trial site.
The investigators ultimately identified 508 adults with undiagnosed asthma or COPD and randomly assigned them on an equal basis to an intervention group (253 patients) or control group (255 patients).
In the intervention group treatment was provided by a study pulmonologist and asthma-COPD educator who started guideline-based care. Patients were prescribed inhalers and were taught how to use them, and many were given action plans that included smoking cessation aids, exercise and weight counseling, and vaccinations against influenza and pneumonia.
Participants assigned to the control group would receive usual care provided by their primary care practitioner.
Improvements abound
During the 12 months of the study, 92% of patients in the intervention group and 60% in the control group were started on new medications for their condition.
Only 13.4% of those in the intervention group received either no respiratory treatments or a short-acting beta 2 agonist only during the entire trial period compared with 49.8% of controls, “so the usual care arm was undertreated relative to the intervention arm, and because of that under-treatment we saw a tremendous difference in the primary outcome,” Dr. Aaron said.
The primary outcome, the annualized rate of patient-initiated healthcare utilization for respiratory illness, was significantly lower in the intervention group, translating into an incidence rate ratio of 0.48 (P < .001).
Secondary outcomes were also better in the intervention group. For example, total scores on the St. George Respiratory Questionnaire (SGRQ) declined by 10.2 points from baseline in intervention group compared with a 6.8-point drop in the usual-care group. The mean difference was 3.5 points (P = .009). Lower scores on the 0-100 SGRQ scale indicate better health status.
Similarly, total scores on the COPD Assessment Test, a scale of 0-40 with lower scores indicating better health, declined by 3.8 points and 2.6 points, respectively, over 12 months, for a mean difference of 1.3 points (P = .03).
In addition, those in the intervention arm had a 119-mL improvement in forced expiratory volume in 1 second over the 12 months of the study compared with only a 22-mL improvement in the usual-care group.
Translatable results?
Dr. Aaron acknowledged that the investigators could have chosen to keep those who were assigned to the control group unaware of their diagnosis during the study but because all patients enrolled were symptomatic, it would have been unethical to do so. All participants were informed of their diagnosis at randomization, and the information was conveyed to each patient’s primary care practitioner as well.
In fact, many patients in the control group decided to seek treatment for either asthma or COPD after learning of their diagnosis, which may have contributed to improved outcomes in the control arm, he said.
“What this means is if you make the diagnosis early in the community, and at least have them see a primary care practitioner, they will improve their quality of life and their health status,” he concluded.
Ravi Kalhan, MD, MS, from the Northwestern University Feinberg School Of Medicine in Chicago, who co-moderated the session but was not involved in the study, said in an interview that the case-finding model used in the trial would be difficult to replicate elsewhere.
“This idea of seeking out undiagnosed people by doing spirometry, so-called ‘case finding’ as they described it, testing highly symptomatic people with spirometry, is really challenging in the US, because symptoms are not collected proactively very much,” he said.
Persons with acute respiratory symptoms in the US typically seek healthcare at urgent-care clinics or have unscheduled visits with their primary care physicians, “and by all accounts those people should have spirometry, but they just don’t in the US, as best as I can tell,” he added.
He agreed that getting patients to a specialist can result in better outcomes but said that implementing a systematic approach such as the one described in the study would be extremely difficult in the fragmented US healthcare system.
Dr. Kalhan’s co-moderator, Nuala J. Meyer, MD, MS, from the Hospital of the University of Pennsylvania, Philadelphia, told Chest Physician that “it was interesting that even those who were not in the intervention group but had these details passed on to their primary care physicians still had improvements,” and that it would be beneficial if primary care practitioners were routinely informed about the results of urgent care visits.
She added, however, that in the US the flow of information between urgent care clinics, primary care offices, and specialty clinics is problematic, suggesting that symptomatic patients may not always receive the additional care that they need.
The study was supported by the Canadian Institutes of Health Research. Dr. Aaron, Dr. Kalhan, and Dr. Meyer all reported having no relevant disclosures.
A version of this article appeared on Medscape.com.
SAN DIEGO — You can’t treat patients if you can’t find them. But as investigators in a randomized controlled trial showed, a case-finding method based on spirometry results can identify individuals in the community with undiagnosed chronic obstructive pulmonary disease (COPD) or asthma whose lives could be significantly improved with proper care.
“By diagnosing people early and treating them intensively, you can really improve their quality of life,” said lead investigator Shawn D. Aaron, MD, from the Ottawa Hospital Research Institute and University of Ottawa, Ontario, Canada.
Even those patients in the study who were randomly assigned to receive care from a general practice physician had improvements in lung function and quality of life, although on a smaller scale than patients assigned to a specialty team, Dr. Aaron said at the American Thoracic Society’s international conference.
He reported results of the study in a late-breaking oral abstract session. The study findings were also published online in The New England Journal of Medicine.
Undiagnosed diseases
“The simple problem is that 70% of individuals with asthma or COPD are likely undiagnosed,” Dr. Aaron said.
He noted that the 2007-2012 US National Health and Nutritional Examination Survey found obstructive lung disease in 13% of randomly selected US adults, but 71% of these people had never been diagnosed with asthma or COPD.
“So our questions were in this study: One, can we find adults with undiagnosed asthma or COPD in the community? The second question was: If we find them, are they sick? And the third and most important question was: Can we treat them early and improve their health outcomes?” he said.
Asthma and COPD both present with similar respiratory symptoms, including dyspnea, cough, wheeze, and/or chest tightness, and the two conditions share expiratory airflow obstruction as a common physiologic impairment that can be detected with spirometry.
Study details
To identify participants, the investigators hired a commercial survey firm to contact households asking whether any member aged 18 years or older had respiratory symptoms such as shortness of breath, wheezing, increased mucus or sputum production, or prolonged cough in the past 6 months. Those who responded yes were then contacted by a trial coordinator, and the symptomatic household member was asked to complete the Asthma Screening Questionnaire over the phone. Participants aged 60 years or older and those younger than 60 years with a score of 6 or higher on the asthma screen also completed the COPD Diagnostic Questionnaire.
Those with a score of 6 or higher on the asthma screen or 20 or higher on the COPD screen were invited to undergo spirometry at a trial site.
The investigators ultimately identified 508 adults with undiagnosed asthma or COPD and randomly assigned them on an equal basis to an intervention group (253 patients) or control group (255 patients).
In the intervention group treatment was provided by a study pulmonologist and asthma-COPD educator who started guideline-based care. Patients were prescribed inhalers and were taught how to use them, and many were given action plans that included smoking cessation aids, exercise and weight counseling, and vaccinations against influenza and pneumonia.
Participants assigned to the control group would receive usual care provided by their primary care practitioner.
Improvements abound
During the 12 months of the study, 92% of patients in the intervention group and 60% in the control group were started on new medications for their condition.
Only 13.4% of those in the intervention group received either no respiratory treatments or a short-acting beta 2 agonist only during the entire trial period compared with 49.8% of controls, “so the usual care arm was undertreated relative to the intervention arm, and because of that under-treatment we saw a tremendous difference in the primary outcome,” Dr. Aaron said.
The primary outcome, the annualized rate of patient-initiated healthcare utilization for respiratory illness, was significantly lower in the intervention group, translating into an incidence rate ratio of 0.48 (P < .001).
Secondary outcomes were also better in the intervention group. For example, total scores on the St. George Respiratory Questionnaire (SGRQ) declined by 10.2 points from baseline in intervention group compared with a 6.8-point drop in the usual-care group. The mean difference was 3.5 points (P = .009). Lower scores on the 0-100 SGRQ scale indicate better health status.
Similarly, total scores on the COPD Assessment Test, a scale of 0-40 with lower scores indicating better health, declined by 3.8 points and 2.6 points, respectively, over 12 months, for a mean difference of 1.3 points (P = .03).
In addition, those in the intervention arm had a 119-mL improvement in forced expiratory volume in 1 second over the 12 months of the study compared with only a 22-mL improvement in the usual-care group.
Translatable results?
Dr. Aaron acknowledged that the investigators could have chosen to keep those who were assigned to the control group unaware of their diagnosis during the study but because all patients enrolled were symptomatic, it would have been unethical to do so. All participants were informed of their diagnosis at randomization, and the information was conveyed to each patient’s primary care practitioner as well.
In fact, many patients in the control group decided to seek treatment for either asthma or COPD after learning of their diagnosis, which may have contributed to improved outcomes in the control arm, he said.
“What this means is if you make the diagnosis early in the community, and at least have them see a primary care practitioner, they will improve their quality of life and their health status,” he concluded.
Ravi Kalhan, MD, MS, from the Northwestern University Feinberg School Of Medicine in Chicago, who co-moderated the session but was not involved in the study, said in an interview that the case-finding model used in the trial would be difficult to replicate elsewhere.
“This idea of seeking out undiagnosed people by doing spirometry, so-called ‘case finding’ as they described it, testing highly symptomatic people with spirometry, is really challenging in the US, because symptoms are not collected proactively very much,” he said.
Persons with acute respiratory symptoms in the US typically seek healthcare at urgent-care clinics or have unscheduled visits with their primary care physicians, “and by all accounts those people should have spirometry, but they just don’t in the US, as best as I can tell,” he added.
He agreed that getting patients to a specialist can result in better outcomes but said that implementing a systematic approach such as the one described in the study would be extremely difficult in the fragmented US healthcare system.
Dr. Kalhan’s co-moderator, Nuala J. Meyer, MD, MS, from the Hospital of the University of Pennsylvania, Philadelphia, told Chest Physician that “it was interesting that even those who were not in the intervention group but had these details passed on to their primary care physicians still had improvements,” and that it would be beneficial if primary care practitioners were routinely informed about the results of urgent care visits.
She added, however, that in the US the flow of information between urgent care clinics, primary care offices, and specialty clinics is problematic, suggesting that symptomatic patients may not always receive the additional care that they need.
The study was supported by the Canadian Institutes of Health Research. Dr. Aaron, Dr. Kalhan, and Dr. Meyer all reported having no relevant disclosures.
A version of this article appeared on Medscape.com.
SAN DIEGO — You can’t treat patients if you can’t find them. But as investigators in a randomized controlled trial showed, a case-finding method based on spirometry results can identify individuals in the community with undiagnosed chronic obstructive pulmonary disease (COPD) or asthma whose lives could be significantly improved with proper care.
“By diagnosing people early and treating them intensively, you can really improve their quality of life,” said lead investigator Shawn D. Aaron, MD, from the Ottawa Hospital Research Institute and University of Ottawa, Ontario, Canada.
Even those patients in the study who were randomly assigned to receive care from a general practice physician had improvements in lung function and quality of life, although on a smaller scale than patients assigned to a specialty team, Dr. Aaron said at the American Thoracic Society’s international conference.
He reported results of the study in a late-breaking oral abstract session. The study findings were also published online in The New England Journal of Medicine.
Undiagnosed diseases
“The simple problem is that 70% of individuals with asthma or COPD are likely undiagnosed,” Dr. Aaron said.
He noted that the 2007-2012 US National Health and Nutritional Examination Survey found obstructive lung disease in 13% of randomly selected US adults, but 71% of these people had never been diagnosed with asthma or COPD.
“So our questions were in this study: One, can we find adults with undiagnosed asthma or COPD in the community? The second question was: If we find them, are they sick? And the third and most important question was: Can we treat them early and improve their health outcomes?” he said.
Asthma and COPD both present with similar respiratory symptoms, including dyspnea, cough, wheeze, and/or chest tightness, and the two conditions share expiratory airflow obstruction as a common physiologic impairment that can be detected with spirometry.
Study details
To identify participants, the investigators hired a commercial survey firm to contact households asking whether any member aged 18 years or older had respiratory symptoms such as shortness of breath, wheezing, increased mucus or sputum production, or prolonged cough in the past 6 months. Those who responded yes were then contacted by a trial coordinator, and the symptomatic household member was asked to complete the Asthma Screening Questionnaire over the phone. Participants aged 60 years or older and those younger than 60 years with a score of 6 or higher on the asthma screen also completed the COPD Diagnostic Questionnaire.
Those with a score of 6 or higher on the asthma screen or 20 or higher on the COPD screen were invited to undergo spirometry at a trial site.
The investigators ultimately identified 508 adults with undiagnosed asthma or COPD and randomly assigned them on an equal basis to an intervention group (253 patients) or control group (255 patients).
In the intervention group treatment was provided by a study pulmonologist and asthma-COPD educator who started guideline-based care. Patients were prescribed inhalers and were taught how to use them, and many were given action plans that included smoking cessation aids, exercise and weight counseling, and vaccinations against influenza and pneumonia.
Participants assigned to the control group would receive usual care provided by their primary care practitioner.
Improvements abound
During the 12 months of the study, 92% of patients in the intervention group and 60% in the control group were started on new medications for their condition.
Only 13.4% of those in the intervention group received either no respiratory treatments or a short-acting beta 2 agonist only during the entire trial period compared with 49.8% of controls, “so the usual care arm was undertreated relative to the intervention arm, and because of that under-treatment we saw a tremendous difference in the primary outcome,” Dr. Aaron said.
The primary outcome, the annualized rate of patient-initiated healthcare utilization for respiratory illness, was significantly lower in the intervention group, translating into an incidence rate ratio of 0.48 (P < .001).
Secondary outcomes were also better in the intervention group. For example, total scores on the St. George Respiratory Questionnaire (SGRQ) declined by 10.2 points from baseline in intervention group compared with a 6.8-point drop in the usual-care group. The mean difference was 3.5 points (P = .009). Lower scores on the 0-100 SGRQ scale indicate better health status.
Similarly, total scores on the COPD Assessment Test, a scale of 0-40 with lower scores indicating better health, declined by 3.8 points and 2.6 points, respectively, over 12 months, for a mean difference of 1.3 points (P = .03).
In addition, those in the intervention arm had a 119-mL improvement in forced expiratory volume in 1 second over the 12 months of the study compared with only a 22-mL improvement in the usual-care group.
Translatable results?
Dr. Aaron acknowledged that the investigators could have chosen to keep those who were assigned to the control group unaware of their diagnosis during the study but because all patients enrolled were symptomatic, it would have been unethical to do so. All participants were informed of their diagnosis at randomization, and the information was conveyed to each patient’s primary care practitioner as well.
In fact, many patients in the control group decided to seek treatment for either asthma or COPD after learning of their diagnosis, which may have contributed to improved outcomes in the control arm, he said.
“What this means is if you make the diagnosis early in the community, and at least have them see a primary care practitioner, they will improve their quality of life and their health status,” he concluded.
Ravi Kalhan, MD, MS, from the Northwestern University Feinberg School Of Medicine in Chicago, who co-moderated the session but was not involved in the study, said in an interview that the case-finding model used in the trial would be difficult to replicate elsewhere.
“This idea of seeking out undiagnosed people by doing spirometry, so-called ‘case finding’ as they described it, testing highly symptomatic people with spirometry, is really challenging in the US, because symptoms are not collected proactively very much,” he said.
Persons with acute respiratory symptoms in the US typically seek healthcare at urgent-care clinics or have unscheduled visits with their primary care physicians, “and by all accounts those people should have spirometry, but they just don’t in the US, as best as I can tell,” he added.
He agreed that getting patients to a specialist can result in better outcomes but said that implementing a systematic approach such as the one described in the study would be extremely difficult in the fragmented US healthcare system.
Dr. Kalhan’s co-moderator, Nuala J. Meyer, MD, MS, from the Hospital of the University of Pennsylvania, Philadelphia, told Chest Physician that “it was interesting that even those who were not in the intervention group but had these details passed on to their primary care physicians still had improvements,” and that it would be beneficial if primary care practitioners were routinely informed about the results of urgent care visits.
She added, however, that in the US the flow of information between urgent care clinics, primary care offices, and specialty clinics is problematic, suggesting that symptomatic patients may not always receive the additional care that they need.
The study was supported by the Canadian Institutes of Health Research. Dr. Aaron, Dr. Kalhan, and Dr. Meyer all reported having no relevant disclosures.
A version of this article appeared on Medscape.com.
Diet and exercise improve cardiac function, QoL in PAH
SAN DIEGO — A lifestyle intervention focused on diet and exercise can improve cardiac function and the quality of life for patients with pulmonary arterial hypertension (PAH), results of a randomized clinical trial show.
In addition, for those participants in the diet and exercise group who lost weight, right ventricular glucose uptake improved, reported Gustavo A. Heresi, MD, MS of the division of pulmonary medicine at the Cleveland Clinic.
The intervention did not, however, have an effect on insulin sensitivity, suggesting that insulin resistance is not a significant pathological mechanism in PAH, he said in an oral abstract session at the American Thoracic Society’s international conference.
“With these data, in the context of prior studies showing the benefits of exercise interventions, we believe that diet and exercise should be incorporated and thought of as part of the treatment armamentarium for pulmonary arterial hypertension,” he said.
Despite the availability of 14 FDA-approved medications for PAH, the disease is incurable. It is marked by progressive pulmonary vasoconstriction, pulmonary vascular remodeling, fibrosis and inflammation, in situ thrombosis, and right ventricular failure.
Because abnormalities in both glucose and insulin metabolism are prevalent and associated with decreased survival in patients with PAH, Dr. Heresi and colleagues designed a randomized trial to test the hypothesis that a diet and exercise intervention could improve insulin sensitivity and right ventricular function.
PHINE details
In the study, dubbed Pulmonary Arterial Hypertension Improvement with Nutrition and Exercise (PHINE), the investigators enrolled adults with group 1 PAH who were stable on PAH medications for at least 2 months. Patients with portopulmonary hypertension, New York Heart Association (NYHA) class IV heart failure, syncope, or on supplemental oxygen greater than 4 liters per minute were excluded.
The patients were screened with a graded exercise test, intravenous glucose tolerance test, and other measures at baseline, and after stratification by NYHA class and tricuspid annular plane systolic excursion (TAPSE) score were randomized to the intervention arm (16 patients) or standard of care control arm (14 patients).
The intervention consisted of supervised exercise training for 50-60 minutes on a treadmill at 80%-85% of the patient’s maximum heart rate 5 days per week, plus weekly counseling on a combination low glycemic index/Mediterranean dietary pattern. The diet portion included olive oil as the primary fat source, three 1-ounce servings of nuts and peanuts weekly, fish and legumes at a minimum of 3 servings weekly, and no sugar-sweetened beverage, commercial bakery products, pastries, white breads, white rice, or white potatoes.
Results
At the conclusion of the study at 12 weeks there were no statistically significant differences between the groups in either insulin sensitivity or right ventricular strain.
However, patients in the intervention arm had significant improvements compared with controls in mean RV function as measured by TAPSE, improved exercise capacity as measured by peak oxygen uptake and 6-minute walking distance, quality of life as measured by EmPHasis-10 health-related quality of life score, and NYHA functional class.
As noted, right ventricular glucose uptake was improved among those patients in the intervention group who lost weight over the study period.
Worth trying
Ravi Kalhan, MD, MS, of Northwestern University Feinberg School of Medicine in Chicago, who co-moderated the session but was not involved in the study, said in an interview that the study results show promise.
“We’re so centered on what’s the next big pharmacotherapy you can give to fix the disease, but sometimes maybe we should be pushing lifestyle interventions that are impactful, and they have biologic mechanisms — it’s not just that you got in better shape, but right ventricular function also improves. I’m pretty drawn to that sort of thing,” he said.
“That’s a pretty major effect over a 3-month intervention,” agreed co-moderator Nuala J. Meyer, MD, MS, ATSF, of the Hospital of the University of Pennsylvania.
The PHINE trial was supported by National Institute of Health grants. Dr. Heresi, Dr. Kalhan, and Dr. Meyer reported no conflicts of interest.
SAN DIEGO — A lifestyle intervention focused on diet and exercise can improve cardiac function and the quality of life for patients with pulmonary arterial hypertension (PAH), results of a randomized clinical trial show.
In addition, for those participants in the diet and exercise group who lost weight, right ventricular glucose uptake improved, reported Gustavo A. Heresi, MD, MS of the division of pulmonary medicine at the Cleveland Clinic.
The intervention did not, however, have an effect on insulin sensitivity, suggesting that insulin resistance is not a significant pathological mechanism in PAH, he said in an oral abstract session at the American Thoracic Society’s international conference.
“With these data, in the context of prior studies showing the benefits of exercise interventions, we believe that diet and exercise should be incorporated and thought of as part of the treatment armamentarium for pulmonary arterial hypertension,” he said.
Despite the availability of 14 FDA-approved medications for PAH, the disease is incurable. It is marked by progressive pulmonary vasoconstriction, pulmonary vascular remodeling, fibrosis and inflammation, in situ thrombosis, and right ventricular failure.
Because abnormalities in both glucose and insulin metabolism are prevalent and associated with decreased survival in patients with PAH, Dr. Heresi and colleagues designed a randomized trial to test the hypothesis that a diet and exercise intervention could improve insulin sensitivity and right ventricular function.
PHINE details
In the study, dubbed Pulmonary Arterial Hypertension Improvement with Nutrition and Exercise (PHINE), the investigators enrolled adults with group 1 PAH who were stable on PAH medications for at least 2 months. Patients with portopulmonary hypertension, New York Heart Association (NYHA) class IV heart failure, syncope, or on supplemental oxygen greater than 4 liters per minute were excluded.
The patients were screened with a graded exercise test, intravenous glucose tolerance test, and other measures at baseline, and after stratification by NYHA class and tricuspid annular plane systolic excursion (TAPSE) score were randomized to the intervention arm (16 patients) or standard of care control arm (14 patients).
The intervention consisted of supervised exercise training for 50-60 minutes on a treadmill at 80%-85% of the patient’s maximum heart rate 5 days per week, plus weekly counseling on a combination low glycemic index/Mediterranean dietary pattern. The diet portion included olive oil as the primary fat source, three 1-ounce servings of nuts and peanuts weekly, fish and legumes at a minimum of 3 servings weekly, and no sugar-sweetened beverage, commercial bakery products, pastries, white breads, white rice, or white potatoes.
Results
At the conclusion of the study at 12 weeks there were no statistically significant differences between the groups in either insulin sensitivity or right ventricular strain.
However, patients in the intervention arm had significant improvements compared with controls in mean RV function as measured by TAPSE, improved exercise capacity as measured by peak oxygen uptake and 6-minute walking distance, quality of life as measured by EmPHasis-10 health-related quality of life score, and NYHA functional class.
As noted, right ventricular glucose uptake was improved among those patients in the intervention group who lost weight over the study period.
Worth trying
Ravi Kalhan, MD, MS, of Northwestern University Feinberg School of Medicine in Chicago, who co-moderated the session but was not involved in the study, said in an interview that the study results show promise.
“We’re so centered on what’s the next big pharmacotherapy you can give to fix the disease, but sometimes maybe we should be pushing lifestyle interventions that are impactful, and they have biologic mechanisms — it’s not just that you got in better shape, but right ventricular function also improves. I’m pretty drawn to that sort of thing,” he said.
“That’s a pretty major effect over a 3-month intervention,” agreed co-moderator Nuala J. Meyer, MD, MS, ATSF, of the Hospital of the University of Pennsylvania.
The PHINE trial was supported by National Institute of Health grants. Dr. Heresi, Dr. Kalhan, and Dr. Meyer reported no conflicts of interest.
SAN DIEGO — A lifestyle intervention focused on diet and exercise can improve cardiac function and the quality of life for patients with pulmonary arterial hypertension (PAH), results of a randomized clinical trial show.
In addition, for those participants in the diet and exercise group who lost weight, right ventricular glucose uptake improved, reported Gustavo A. Heresi, MD, MS of the division of pulmonary medicine at the Cleveland Clinic.
The intervention did not, however, have an effect on insulin sensitivity, suggesting that insulin resistance is not a significant pathological mechanism in PAH, he said in an oral abstract session at the American Thoracic Society’s international conference.
“With these data, in the context of prior studies showing the benefits of exercise interventions, we believe that diet and exercise should be incorporated and thought of as part of the treatment armamentarium for pulmonary arterial hypertension,” he said.
Despite the availability of 14 FDA-approved medications for PAH, the disease is incurable. It is marked by progressive pulmonary vasoconstriction, pulmonary vascular remodeling, fibrosis and inflammation, in situ thrombosis, and right ventricular failure.
Because abnormalities in both glucose and insulin metabolism are prevalent and associated with decreased survival in patients with PAH, Dr. Heresi and colleagues designed a randomized trial to test the hypothesis that a diet and exercise intervention could improve insulin sensitivity and right ventricular function.
PHINE details
In the study, dubbed Pulmonary Arterial Hypertension Improvement with Nutrition and Exercise (PHINE), the investigators enrolled adults with group 1 PAH who were stable on PAH medications for at least 2 months. Patients with portopulmonary hypertension, New York Heart Association (NYHA) class IV heart failure, syncope, or on supplemental oxygen greater than 4 liters per minute were excluded.
The patients were screened with a graded exercise test, intravenous glucose tolerance test, and other measures at baseline, and after stratification by NYHA class and tricuspid annular plane systolic excursion (TAPSE) score were randomized to the intervention arm (16 patients) or standard of care control arm (14 patients).
The intervention consisted of supervised exercise training for 50-60 minutes on a treadmill at 80%-85% of the patient’s maximum heart rate 5 days per week, plus weekly counseling on a combination low glycemic index/Mediterranean dietary pattern. The diet portion included olive oil as the primary fat source, three 1-ounce servings of nuts and peanuts weekly, fish and legumes at a minimum of 3 servings weekly, and no sugar-sweetened beverage, commercial bakery products, pastries, white breads, white rice, or white potatoes.
Results
At the conclusion of the study at 12 weeks there were no statistically significant differences between the groups in either insulin sensitivity or right ventricular strain.
However, patients in the intervention arm had significant improvements compared with controls in mean RV function as measured by TAPSE, improved exercise capacity as measured by peak oxygen uptake and 6-minute walking distance, quality of life as measured by EmPHasis-10 health-related quality of life score, and NYHA functional class.
As noted, right ventricular glucose uptake was improved among those patients in the intervention group who lost weight over the study period.
Worth trying
Ravi Kalhan, MD, MS, of Northwestern University Feinberg School of Medicine in Chicago, who co-moderated the session but was not involved in the study, said in an interview that the study results show promise.
“We’re so centered on what’s the next big pharmacotherapy you can give to fix the disease, but sometimes maybe we should be pushing lifestyle interventions that are impactful, and they have biologic mechanisms — it’s not just that you got in better shape, but right ventricular function also improves. I’m pretty drawn to that sort of thing,” he said.
“That’s a pretty major effect over a 3-month intervention,” agreed co-moderator Nuala J. Meyer, MD, MS, ATSF, of the Hospital of the University of Pennsylvania.
The PHINE trial was supported by National Institute of Health grants. Dr. Heresi, Dr. Kalhan, and Dr. Meyer reported no conflicts of interest.
FROM ATS 2024
Hold the antianaerobics in the ICU whenever possible
SAN DIEGO —
“You may not be personally moved by a 2- to 5-percent absolute difference in mortality, but sepsis is so common and so lethal that even small differences in outcomes can actually translate into enormous public health implications,” said Robert P. Dickson, MD a pulmonary and critical care specialist at the University of Michigan in Ann Arbor.
If instead of prescribing piperacillin-tazobactam (Zosyn; pip-tazo) for sepsis critical care specialists were to switch to cefepime “even if you make very conservative assumptions like a modest effect size, you’re still talking about [saving] thousands of lives a year,” he said in a scientific symposium at the American Thoracic Society’s international conference.
“This is why I say this isn’t really over the horizon; this is microbiome modulation that’s happening all the time,” he said.
Most patients with sepsis in a medical ICU with respiratory, urinary or bloodstream sources of infection do not have indications for antianaerobic antibiotics, and there are no head-to-head clinical trials demonstrating a benefit for one anti-sepsis antibiotic strategy over another he said.
“In contrast, every observational study between antianaerobic and non-antianaerobic shows benefits to the anaerobe-sparing [drugs], and it’s been shown with animal models too. So to my mind, it’s already practice changing. I need to be talked into giving antianaerobic antibiotics for septic patients” he said.
Targeting gut microbiota
There are three basic approaches to focusing on the gut microbiome as a therapeutic target. The hardest is attempting to engineer an ecosystem — a fiendishly complex task with unpredictable results that has never been shown to work in either the gut or in the ICU, Dr. Dickson said.
A second approach, the use of probiotics to repopulate the gut with beneficial bacteria, is largely futile in the ICU, as the large majority of patients are on antibiotics and can’t be safely weaned off of them while in critical care. In this situation, giving probiotics would be akin to try to repopulate a forest while a forest fire is raging, he said.
The third and easiest approach is to minimize dysbiosis — imbalance of organisms in the gut — in the first place.
Anaerobic bacteria in the gut have been shown in several different disease states and animals models to be protective against pneumonia, organ failure, and death.
To see whether antianaerobic antibiotics could increase risk for adverse outcomes in the ICU, Dr. Dickson and colleagues previously conducted a retrospective study of 3032 mechanically ventilated patients in their center who received antibiotics either with or without anaerobic coverage in the first 72 hours.
They found that patients treated with early antianaerobic antibiotics had decreased ventilator-associated pneumonia-free survival (hazard ratio [HR] 1.24), infection-free survival (HR 1.22), and overall survival (HR 1.14) compared with patients who received antibiotics without anaerobic cover (all comparisons statistically significant by confidence intervals).
In a subcohort of 116 patients for whom gut microbiota data compositions were available, those who received antianaerobic antibiotics had decreased initial gut bacterial density (P = .00038), increased microbiome expansion during hospitalization (P = .011), and domination of the microbiome by Enterobacteriaceae species (P = .045). They also found that Enterobacteriaceae were enriched among respiratory pathogens in antianaerobic treated patients, and that in murine models, treatment with antianaerobic antibiotics increased susceptibility to Enterobacteriaceae pneumonia and increased the risk of death from non-infectious injuries.
Pip-tazo vs. cefepime
In the ACORN (Antibiotic Choice on Renal Outcomes) trial, results of which were reported by this news organization in November 2023, there were no differences in the highest stage of acute kidney injury or death in the first 14 days between piperacillin-tazobactam and cefepime. Remarking on the results, lead investigator Edward T. Qian, MD, MSc from Vanderbilt University in Nashville, Tennessee, said “I think the big takeaway is that you should feel comfortable starting or using pip-tazo for your patients who are coming into the hospital and receiving empiric antibiotics for acute infection.”
But as Dr. Dickson’s group reported more recently in JAMA Internal Medicine, a 15-month pip-tazo shortage allowed the investigators to conduct a natural experiment comparing 90-day outcomes among 7569 patients with sepsis who received vancomycin plus either pip-tazo or cefepime.
They found in an instrumental variable analysis that piperacillin-tazobactam was associated with an absolute increase in mortality at 90 days of 5.0%, and that patients who received this antianaerobic antibiotic had 2.1 fewer organ failure–free days, 1.1 fewer ventilator-free days, and 1.5 fewer vasopressor-free days.
“Our study reveals the potential risks associated with empirical piperacillin-tazobactam in patients with sepsis without a specific indication for antianaerobic therapy. These findings should prompt reconsideration and further study of the widespread use of empirical antianaerobic antibiotics in sepsis,” the investigators concluded.
Who gets what?
In the question-and-answer at the end of the session, comoderator Christina Sarah Thornton, MD, PhD, FRCPC from the University of Calgary, Alberta, asked Dr. Dickson whether the question of antianaerobic overuse in the ICU “is a function that we aren’t able yet from a diagnostic perspective to identify the group that may need antianaerobes? Because we often don’t get culture data back in time for a critically ill patient. Do you think there could maybe be a more rapid diagnostic for these patients?”
He replied that “a lot of our problems would be solved if we had really good, reliable rapid diagnostics for infection,” but noted that most of the patients in the study mentioned above did not have indications for antianaerobics.
Asked by this reporter whether Dr. Dickson’s presentation changed her mind about the use of piperacillin-tazobactam in her patients, Dr. Thornton replied “Yes! It did for me.”
She noted that although in Canada respirologists don’t work in intensive care units, “it makes me wonder about just giving pip-tazo to patients that are really sick. It definitely changed my mind.”
The work of Dr. Dickson and colleagues is supported by National Institute of Health and Agency for Healthcare Research and Quality grants. He reported no other relevant disclosures. Dr. Thornton had no relevant disclosures.
SAN DIEGO —
“You may not be personally moved by a 2- to 5-percent absolute difference in mortality, but sepsis is so common and so lethal that even small differences in outcomes can actually translate into enormous public health implications,” said Robert P. Dickson, MD a pulmonary and critical care specialist at the University of Michigan in Ann Arbor.
If instead of prescribing piperacillin-tazobactam (Zosyn; pip-tazo) for sepsis critical care specialists were to switch to cefepime “even if you make very conservative assumptions like a modest effect size, you’re still talking about [saving] thousands of lives a year,” he said in a scientific symposium at the American Thoracic Society’s international conference.
“This is why I say this isn’t really over the horizon; this is microbiome modulation that’s happening all the time,” he said.
Most patients with sepsis in a medical ICU with respiratory, urinary or bloodstream sources of infection do not have indications for antianaerobic antibiotics, and there are no head-to-head clinical trials demonstrating a benefit for one anti-sepsis antibiotic strategy over another he said.
“In contrast, every observational study between antianaerobic and non-antianaerobic shows benefits to the anaerobe-sparing [drugs], and it’s been shown with animal models too. So to my mind, it’s already practice changing. I need to be talked into giving antianaerobic antibiotics for septic patients” he said.
Targeting gut microbiota
There are three basic approaches to focusing on the gut microbiome as a therapeutic target. The hardest is attempting to engineer an ecosystem — a fiendishly complex task with unpredictable results that has never been shown to work in either the gut or in the ICU, Dr. Dickson said.
A second approach, the use of probiotics to repopulate the gut with beneficial bacteria, is largely futile in the ICU, as the large majority of patients are on antibiotics and can’t be safely weaned off of them while in critical care. In this situation, giving probiotics would be akin to try to repopulate a forest while a forest fire is raging, he said.
The third and easiest approach is to minimize dysbiosis — imbalance of organisms in the gut — in the first place.
Anaerobic bacteria in the gut have been shown in several different disease states and animals models to be protective against pneumonia, organ failure, and death.
To see whether antianaerobic antibiotics could increase risk for adverse outcomes in the ICU, Dr. Dickson and colleagues previously conducted a retrospective study of 3032 mechanically ventilated patients in their center who received antibiotics either with or without anaerobic coverage in the first 72 hours.
They found that patients treated with early antianaerobic antibiotics had decreased ventilator-associated pneumonia-free survival (hazard ratio [HR] 1.24), infection-free survival (HR 1.22), and overall survival (HR 1.14) compared with patients who received antibiotics without anaerobic cover (all comparisons statistically significant by confidence intervals).
In a subcohort of 116 patients for whom gut microbiota data compositions were available, those who received antianaerobic antibiotics had decreased initial gut bacterial density (P = .00038), increased microbiome expansion during hospitalization (P = .011), and domination of the microbiome by Enterobacteriaceae species (P = .045). They also found that Enterobacteriaceae were enriched among respiratory pathogens in antianaerobic treated patients, and that in murine models, treatment with antianaerobic antibiotics increased susceptibility to Enterobacteriaceae pneumonia and increased the risk of death from non-infectious injuries.
Pip-tazo vs. cefepime
In the ACORN (Antibiotic Choice on Renal Outcomes) trial, results of which were reported by this news organization in November 2023, there were no differences in the highest stage of acute kidney injury or death in the first 14 days between piperacillin-tazobactam and cefepime. Remarking on the results, lead investigator Edward T. Qian, MD, MSc from Vanderbilt University in Nashville, Tennessee, said “I think the big takeaway is that you should feel comfortable starting or using pip-tazo for your patients who are coming into the hospital and receiving empiric antibiotics for acute infection.”
But as Dr. Dickson’s group reported more recently in JAMA Internal Medicine, a 15-month pip-tazo shortage allowed the investigators to conduct a natural experiment comparing 90-day outcomes among 7569 patients with sepsis who received vancomycin plus either pip-tazo or cefepime.
They found in an instrumental variable analysis that piperacillin-tazobactam was associated with an absolute increase in mortality at 90 days of 5.0%, and that patients who received this antianaerobic antibiotic had 2.1 fewer organ failure–free days, 1.1 fewer ventilator-free days, and 1.5 fewer vasopressor-free days.
“Our study reveals the potential risks associated with empirical piperacillin-tazobactam in patients with sepsis without a specific indication for antianaerobic therapy. These findings should prompt reconsideration and further study of the widespread use of empirical antianaerobic antibiotics in sepsis,” the investigators concluded.
Who gets what?
In the question-and-answer at the end of the session, comoderator Christina Sarah Thornton, MD, PhD, FRCPC from the University of Calgary, Alberta, asked Dr. Dickson whether the question of antianaerobic overuse in the ICU “is a function that we aren’t able yet from a diagnostic perspective to identify the group that may need antianaerobes? Because we often don’t get culture data back in time for a critically ill patient. Do you think there could maybe be a more rapid diagnostic for these patients?”
He replied that “a lot of our problems would be solved if we had really good, reliable rapid diagnostics for infection,” but noted that most of the patients in the study mentioned above did not have indications for antianaerobics.
Asked by this reporter whether Dr. Dickson’s presentation changed her mind about the use of piperacillin-tazobactam in her patients, Dr. Thornton replied “Yes! It did for me.”
She noted that although in Canada respirologists don’t work in intensive care units, “it makes me wonder about just giving pip-tazo to patients that are really sick. It definitely changed my mind.”
The work of Dr. Dickson and colleagues is supported by National Institute of Health and Agency for Healthcare Research and Quality grants. He reported no other relevant disclosures. Dr. Thornton had no relevant disclosures.
SAN DIEGO —
“You may not be personally moved by a 2- to 5-percent absolute difference in mortality, but sepsis is so common and so lethal that even small differences in outcomes can actually translate into enormous public health implications,” said Robert P. Dickson, MD a pulmonary and critical care specialist at the University of Michigan in Ann Arbor.
If instead of prescribing piperacillin-tazobactam (Zosyn; pip-tazo) for sepsis critical care specialists were to switch to cefepime “even if you make very conservative assumptions like a modest effect size, you’re still talking about [saving] thousands of lives a year,” he said in a scientific symposium at the American Thoracic Society’s international conference.
“This is why I say this isn’t really over the horizon; this is microbiome modulation that’s happening all the time,” he said.
Most patients with sepsis in a medical ICU with respiratory, urinary or bloodstream sources of infection do not have indications for antianaerobic antibiotics, and there are no head-to-head clinical trials demonstrating a benefit for one anti-sepsis antibiotic strategy over another he said.
“In contrast, every observational study between antianaerobic and non-antianaerobic shows benefits to the anaerobe-sparing [drugs], and it’s been shown with animal models too. So to my mind, it’s already practice changing. I need to be talked into giving antianaerobic antibiotics for septic patients” he said.
Targeting gut microbiota
There are three basic approaches to focusing on the gut microbiome as a therapeutic target. The hardest is attempting to engineer an ecosystem — a fiendishly complex task with unpredictable results that has never been shown to work in either the gut or in the ICU, Dr. Dickson said.
A second approach, the use of probiotics to repopulate the gut with beneficial bacteria, is largely futile in the ICU, as the large majority of patients are on antibiotics and can’t be safely weaned off of them while in critical care. In this situation, giving probiotics would be akin to try to repopulate a forest while a forest fire is raging, he said.
The third and easiest approach is to minimize dysbiosis — imbalance of organisms in the gut — in the first place.
Anaerobic bacteria in the gut have been shown in several different disease states and animals models to be protective against pneumonia, organ failure, and death.
To see whether antianaerobic antibiotics could increase risk for adverse outcomes in the ICU, Dr. Dickson and colleagues previously conducted a retrospective study of 3032 mechanically ventilated patients in their center who received antibiotics either with or without anaerobic coverage in the first 72 hours.
They found that patients treated with early antianaerobic antibiotics had decreased ventilator-associated pneumonia-free survival (hazard ratio [HR] 1.24), infection-free survival (HR 1.22), and overall survival (HR 1.14) compared with patients who received antibiotics without anaerobic cover (all comparisons statistically significant by confidence intervals).
In a subcohort of 116 patients for whom gut microbiota data compositions were available, those who received antianaerobic antibiotics had decreased initial gut bacterial density (P = .00038), increased microbiome expansion during hospitalization (P = .011), and domination of the microbiome by Enterobacteriaceae species (P = .045). They also found that Enterobacteriaceae were enriched among respiratory pathogens in antianaerobic treated patients, and that in murine models, treatment with antianaerobic antibiotics increased susceptibility to Enterobacteriaceae pneumonia and increased the risk of death from non-infectious injuries.
Pip-tazo vs. cefepime
In the ACORN (Antibiotic Choice on Renal Outcomes) trial, results of which were reported by this news organization in November 2023, there were no differences in the highest stage of acute kidney injury or death in the first 14 days between piperacillin-tazobactam and cefepime. Remarking on the results, lead investigator Edward T. Qian, MD, MSc from Vanderbilt University in Nashville, Tennessee, said “I think the big takeaway is that you should feel comfortable starting or using pip-tazo for your patients who are coming into the hospital and receiving empiric antibiotics for acute infection.”
But as Dr. Dickson’s group reported more recently in JAMA Internal Medicine, a 15-month pip-tazo shortage allowed the investigators to conduct a natural experiment comparing 90-day outcomes among 7569 patients with sepsis who received vancomycin plus either pip-tazo or cefepime.
They found in an instrumental variable analysis that piperacillin-tazobactam was associated with an absolute increase in mortality at 90 days of 5.0%, and that patients who received this antianaerobic antibiotic had 2.1 fewer organ failure–free days, 1.1 fewer ventilator-free days, and 1.5 fewer vasopressor-free days.
“Our study reveals the potential risks associated with empirical piperacillin-tazobactam in patients with sepsis without a specific indication for antianaerobic therapy. These findings should prompt reconsideration and further study of the widespread use of empirical antianaerobic antibiotics in sepsis,” the investigators concluded.
Who gets what?
In the question-and-answer at the end of the session, comoderator Christina Sarah Thornton, MD, PhD, FRCPC from the University of Calgary, Alberta, asked Dr. Dickson whether the question of antianaerobic overuse in the ICU “is a function that we aren’t able yet from a diagnostic perspective to identify the group that may need antianaerobes? Because we often don’t get culture data back in time for a critically ill patient. Do you think there could maybe be a more rapid diagnostic for these patients?”
He replied that “a lot of our problems would be solved if we had really good, reliable rapid diagnostics for infection,” but noted that most of the patients in the study mentioned above did not have indications for antianaerobics.
Asked by this reporter whether Dr. Dickson’s presentation changed her mind about the use of piperacillin-tazobactam in her patients, Dr. Thornton replied “Yes! It did for me.”
She noted that although in Canada respirologists don’t work in intensive care units, “it makes me wonder about just giving pip-tazo to patients that are really sick. It definitely changed my mind.”
The work of Dr. Dickson and colleagues is supported by National Institute of Health and Agency for Healthcare Research and Quality grants. He reported no other relevant disclosures. Dr. Thornton had no relevant disclosures.
FROM ATS 2024
Space: The final frontier of public health, air pollution data
SAN DIEGO – No matter where on earth you live, there’s likely to be an eye in the sky hovering overhead, and that’s a good thing, at least when it comes to satellite monitoring of air quality, said scientists from the National Aeronautics and Space Administration (NASA).
In a special symposium held at the American Thoracic Society’s international conference, NASA health and air quality specialists described the use of space-based systems and earth science applications to improve understanding of respiratory health risks worldwide, and to help enrich pulmonary research with galaxies of data.
“Every day we download over 25 terabytes of data,” said John Haynes, MS, program manager for Health and Air Quality Applications in the Earth Action Program of the NASA Earth Science Division in Washington.
“Many of the observation data sets are critical for healthy air quality applications: observation of land surface temperature, sea surface temperature, precipitation, fires and thermal anomalies, aerosols, just to name a few, and the really awesome news is this offering from our constellation of satellites is free and open access, available to everyone across the globe,” he said.
The mission of NASA’s Earth Action Program is “to enable people and organizations to apply insights from Earth science to benefit the economy, health, quality of life, and environment.”
Program staff work with both industry and nonprofit environmental advocacy and health groups to help inform their decisions and actions with Earth science information.
NASA supports the use of Earth observations to help monitor and manage infectious diseases and environmental health, toxins and pathogens that affect health, air quality standards, and to assess the effects of climate change on air quality and public health.
Mr. Haynes noted that worldwide, six major cities have incorporated NASA data on fine particulate matter smaller than 2.5 microns (PM2.5) into their climate action plans. These cities include Accra, Ghana; Addis Ababa, Ethiopia; Buenos Aires, Argentina; Guadalajara, Mexico; Lima, Peru; and Johannesburg, South Africa.
Monitoring pollution with TEMPO
There are more than 30 Earth-monitoring systems currently in orbit or soon to be launched, including NASA’s Tropospheric Emissions: Monitoring of Pollution (TEMPO), launched in April 2023, with first operations in August 2023. The instrument is in a geostationary orbit about 22,236 miles above the equator at longitudes that allow it to survey virtually all of North America — from coast to coast, and from southern Mexico, Cuba, Puerto Rico, and the Bahamas to Northern Canada.
TEMPO is part of a geostationary air quality satellite “constellation” or group that provides daylight observation over the entire Northern Hemisphere, explained Aaron Naeger, PhD, MS, mission applications lead for TEMPO at the NASA Marshall Space Flight Center in Huntsville, Alabama.
Until TEMPO, space-based instruments had relatively low spatial resolution and could only capture one image each day. In contrast, TEMPO can scan east-west each daylight hour across its entire coverage area (known as the Field of Regard), and even more frequently during early morning and late afternoon. This allows researchers to measure volumes of pollution, sources, and how these pollution levels vary over time. The system measures ozone levels, nitrogen dioxide (NO2,) formaldehyde, and aerosols.
More than 100 federal, state, local and tribal air quality agencies use the data captured by TEMPO to inform public health efforts.
Dr. Naeger gave examples of how the system can help identify public health hazards, including scans that showed high NO2 levels from cities, traffic corridors, power plants, oil and gas fields, and fires.
Similarly, the system detected unhealthy ozone and PM2.5 levels during prescribed burns in April 2024, as well as notable differences between weekdays and weekends in NO2 concentrations across California and the Front Range in Colorado. These showed higher levels along traffic corridors during weekdays related to increased traffic volumes and tailpipe emissions.
Fire and heat
Other NASA health and air quality initiatives include the FireAQ project, based at the University of Iowa in Iowa City, which provides free online weekly briefings on fire-related air quality concerns using data from TEMPO and other NASA satellite systems. The FireAQ project was described by Jun Wang, PhD, from the University of Iowa in Iowa City.
NASA also fosters collaborations to reduce health disparities in air quality and respiratory health in urban heat islands and other areas affected by extreme temperatures due to climate change, as discussed by Christopher K. Uejio, PhD, from Florida State University in Tallahassee.
Air pollution expert George D. Thurston, ScD, professor of medicine and population health at the NYU Grossman School of Medicine, who attended the session, said that the PM2.5 standard includes nontoxic particulate matter, such as soil, and misses sub-micron sized particles, and asked Mr. Haynes whether smaller particles were being measured in the studies he described.
Mr. Haynes replied that the systems do not directly measure PM2.5 but instead rely on aerosol optical depth, a measure of the extent to which atmospheric particles absorb or scatter sunlight.
Dr. Thurston, who in 1987 was coauthor of groundbreaking study showing the link between PM2.5 levels and mortality, is now an advocate for a tougher standard of measuring ambient ultrafine particles with an aerodynamic diameter less than .1 microns in size (PM1).
NASA health and climate data are available at https://www.earthdata.nasa.gov/.
Mr. Haynes and Dr. Naeger are NASA employees. Dr. Thurston had no relevant disclosures.
SAN DIEGO – No matter where on earth you live, there’s likely to be an eye in the sky hovering overhead, and that’s a good thing, at least when it comes to satellite monitoring of air quality, said scientists from the National Aeronautics and Space Administration (NASA).
In a special symposium held at the American Thoracic Society’s international conference, NASA health and air quality specialists described the use of space-based systems and earth science applications to improve understanding of respiratory health risks worldwide, and to help enrich pulmonary research with galaxies of data.
“Every day we download over 25 terabytes of data,” said John Haynes, MS, program manager for Health and Air Quality Applications in the Earth Action Program of the NASA Earth Science Division in Washington.
“Many of the observation data sets are critical for healthy air quality applications: observation of land surface temperature, sea surface temperature, precipitation, fires and thermal anomalies, aerosols, just to name a few, and the really awesome news is this offering from our constellation of satellites is free and open access, available to everyone across the globe,” he said.
The mission of NASA’s Earth Action Program is “to enable people and organizations to apply insights from Earth science to benefit the economy, health, quality of life, and environment.”
Program staff work with both industry and nonprofit environmental advocacy and health groups to help inform their decisions and actions with Earth science information.
NASA supports the use of Earth observations to help monitor and manage infectious diseases and environmental health, toxins and pathogens that affect health, air quality standards, and to assess the effects of climate change on air quality and public health.
Mr. Haynes noted that worldwide, six major cities have incorporated NASA data on fine particulate matter smaller than 2.5 microns (PM2.5) into their climate action plans. These cities include Accra, Ghana; Addis Ababa, Ethiopia; Buenos Aires, Argentina; Guadalajara, Mexico; Lima, Peru; and Johannesburg, South Africa.
Monitoring pollution with TEMPO
There are more than 30 Earth-monitoring systems currently in orbit or soon to be launched, including NASA’s Tropospheric Emissions: Monitoring of Pollution (TEMPO), launched in April 2023, with first operations in August 2023. The instrument is in a geostationary orbit about 22,236 miles above the equator at longitudes that allow it to survey virtually all of North America — from coast to coast, and from southern Mexico, Cuba, Puerto Rico, and the Bahamas to Northern Canada.
TEMPO is part of a geostationary air quality satellite “constellation” or group that provides daylight observation over the entire Northern Hemisphere, explained Aaron Naeger, PhD, MS, mission applications lead for TEMPO at the NASA Marshall Space Flight Center in Huntsville, Alabama.
Until TEMPO, space-based instruments had relatively low spatial resolution and could only capture one image each day. In contrast, TEMPO can scan east-west each daylight hour across its entire coverage area (known as the Field of Regard), and even more frequently during early morning and late afternoon. This allows researchers to measure volumes of pollution, sources, and how these pollution levels vary over time. The system measures ozone levels, nitrogen dioxide (NO2,) formaldehyde, and aerosols.
More than 100 federal, state, local and tribal air quality agencies use the data captured by TEMPO to inform public health efforts.
Dr. Naeger gave examples of how the system can help identify public health hazards, including scans that showed high NO2 levels from cities, traffic corridors, power plants, oil and gas fields, and fires.
Similarly, the system detected unhealthy ozone and PM2.5 levels during prescribed burns in April 2024, as well as notable differences between weekdays and weekends in NO2 concentrations across California and the Front Range in Colorado. These showed higher levels along traffic corridors during weekdays related to increased traffic volumes and tailpipe emissions.
Fire and heat
Other NASA health and air quality initiatives include the FireAQ project, based at the University of Iowa in Iowa City, which provides free online weekly briefings on fire-related air quality concerns using data from TEMPO and other NASA satellite systems. The FireAQ project was described by Jun Wang, PhD, from the University of Iowa in Iowa City.
NASA also fosters collaborations to reduce health disparities in air quality and respiratory health in urban heat islands and other areas affected by extreme temperatures due to climate change, as discussed by Christopher K. Uejio, PhD, from Florida State University in Tallahassee.
Air pollution expert George D. Thurston, ScD, professor of medicine and population health at the NYU Grossman School of Medicine, who attended the session, said that the PM2.5 standard includes nontoxic particulate matter, such as soil, and misses sub-micron sized particles, and asked Mr. Haynes whether smaller particles were being measured in the studies he described.
Mr. Haynes replied that the systems do not directly measure PM2.5 but instead rely on aerosol optical depth, a measure of the extent to which atmospheric particles absorb or scatter sunlight.
Dr. Thurston, who in 1987 was coauthor of groundbreaking study showing the link between PM2.5 levels and mortality, is now an advocate for a tougher standard of measuring ambient ultrafine particles with an aerodynamic diameter less than .1 microns in size (PM1).
NASA health and climate data are available at https://www.earthdata.nasa.gov/.
Mr. Haynes and Dr. Naeger are NASA employees. Dr. Thurston had no relevant disclosures.
SAN DIEGO – No matter where on earth you live, there’s likely to be an eye in the sky hovering overhead, and that’s a good thing, at least when it comes to satellite monitoring of air quality, said scientists from the National Aeronautics and Space Administration (NASA).
In a special symposium held at the American Thoracic Society’s international conference, NASA health and air quality specialists described the use of space-based systems and earth science applications to improve understanding of respiratory health risks worldwide, and to help enrich pulmonary research with galaxies of data.
“Every day we download over 25 terabytes of data,” said John Haynes, MS, program manager for Health and Air Quality Applications in the Earth Action Program of the NASA Earth Science Division in Washington.
“Many of the observation data sets are critical for healthy air quality applications: observation of land surface temperature, sea surface temperature, precipitation, fires and thermal anomalies, aerosols, just to name a few, and the really awesome news is this offering from our constellation of satellites is free and open access, available to everyone across the globe,” he said.
The mission of NASA’s Earth Action Program is “to enable people and organizations to apply insights from Earth science to benefit the economy, health, quality of life, and environment.”
Program staff work with both industry and nonprofit environmental advocacy and health groups to help inform their decisions and actions with Earth science information.
NASA supports the use of Earth observations to help monitor and manage infectious diseases and environmental health, toxins and pathogens that affect health, air quality standards, and to assess the effects of climate change on air quality and public health.
Mr. Haynes noted that worldwide, six major cities have incorporated NASA data on fine particulate matter smaller than 2.5 microns (PM2.5) into their climate action plans. These cities include Accra, Ghana; Addis Ababa, Ethiopia; Buenos Aires, Argentina; Guadalajara, Mexico; Lima, Peru; and Johannesburg, South Africa.
Monitoring pollution with TEMPO
There are more than 30 Earth-monitoring systems currently in orbit or soon to be launched, including NASA’s Tropospheric Emissions: Monitoring of Pollution (TEMPO), launched in April 2023, with first operations in August 2023. The instrument is in a geostationary orbit about 22,236 miles above the equator at longitudes that allow it to survey virtually all of North America — from coast to coast, and from southern Mexico, Cuba, Puerto Rico, and the Bahamas to Northern Canada.
TEMPO is part of a geostationary air quality satellite “constellation” or group that provides daylight observation over the entire Northern Hemisphere, explained Aaron Naeger, PhD, MS, mission applications lead for TEMPO at the NASA Marshall Space Flight Center in Huntsville, Alabama.
Until TEMPO, space-based instruments had relatively low spatial resolution and could only capture one image each day. In contrast, TEMPO can scan east-west each daylight hour across its entire coverage area (known as the Field of Regard), and even more frequently during early morning and late afternoon. This allows researchers to measure volumes of pollution, sources, and how these pollution levels vary over time. The system measures ozone levels, nitrogen dioxide (NO2,) formaldehyde, and aerosols.
More than 100 federal, state, local and tribal air quality agencies use the data captured by TEMPO to inform public health efforts.
Dr. Naeger gave examples of how the system can help identify public health hazards, including scans that showed high NO2 levels from cities, traffic corridors, power plants, oil and gas fields, and fires.
Similarly, the system detected unhealthy ozone and PM2.5 levels during prescribed burns in April 2024, as well as notable differences between weekdays and weekends in NO2 concentrations across California and the Front Range in Colorado. These showed higher levels along traffic corridors during weekdays related to increased traffic volumes and tailpipe emissions.
Fire and heat
Other NASA health and air quality initiatives include the FireAQ project, based at the University of Iowa in Iowa City, which provides free online weekly briefings on fire-related air quality concerns using data from TEMPO and other NASA satellite systems. The FireAQ project was described by Jun Wang, PhD, from the University of Iowa in Iowa City.
NASA also fosters collaborations to reduce health disparities in air quality and respiratory health in urban heat islands and other areas affected by extreme temperatures due to climate change, as discussed by Christopher K. Uejio, PhD, from Florida State University in Tallahassee.
Air pollution expert George D. Thurston, ScD, professor of medicine and population health at the NYU Grossman School of Medicine, who attended the session, said that the PM2.5 standard includes nontoxic particulate matter, such as soil, and misses sub-micron sized particles, and asked Mr. Haynes whether smaller particles were being measured in the studies he described.
Mr. Haynes replied that the systems do not directly measure PM2.5 but instead rely on aerosol optical depth, a measure of the extent to which atmospheric particles absorb or scatter sunlight.
Dr. Thurston, who in 1987 was coauthor of groundbreaking study showing the link between PM2.5 levels and mortality, is now an advocate for a tougher standard of measuring ambient ultrafine particles with an aerodynamic diameter less than .1 microns in size (PM1).
NASA health and climate data are available at https://www.earthdata.nasa.gov/.
Mr. Haynes and Dr. Naeger are NASA employees. Dr. Thurston had no relevant disclosures.
FROM ATS 2024
Debate on pulmonary safety of gas stoves: Is the risk just hot air?
SAN DIEGO — While there is currently no smoking gun definitively showing that indoor nitrogen dioxide (NO2) concentrations from gas appliances are a cause of pulmonary diseases, the circumstantial evidence of the baleful effects of gas stoves on lung function is pretty compelling, said participants in a pro-con debate.
The debate was held at the American Thoracic Society’s international conference.
PRO: Gas stoves cause lung disease
Arguing for the “pro” side, John R. Balmes, MD of the University of California, San Francisco, and a physician member of the California Air Resources Board, began by admitting that “I would never have said gas stoves cause lung disease, but that’s what they assigned me.”
Gamely proceeding anyway, Dr. Balmes noted that natural gas — methane — is a potent greenhouse gas, and that cooking with natural gas leads to generation of NO2 with high peak concentrations in the home, especially in the kitchen, but in other rooms as well.
“We know that NO2 is an irritant gas that can cause bronchoconstriction, airway hyperresponsiveness and inflammation, and there’s increased risk of asthma and COPD exacerbations,” he said.
The US Environmental Protection Agency (EPA) outdoor ambient air standard for NO2 is 100 parts per billion (ppb) or lower, which are the levels needed to prevent asthma exacerbations. In separate meta-analyses there was a 1.05 rise in asthma incidence per every 2 ppb of NO2, and an increase of 1.07 in COPD incidence for every 5 ppb of NO2, Dr. Balmes noted.
The respiratory effects of gas stoves were revealed in a 2013 meta-analysis of 10 studies from North America and Europe, which showed a pooled odds ratio for current asthma of 1.34. Building on these data, authors of a 2022 paper estimated that 13% of childhood asthma could be prevented by elimination gas cooking.
Although the causative link is missing, the evidence is abundant that natural gas isn’t good for anyone, he acknowledged.
Con: More evidence needed
Arguing for the “con” side of the question, Meredith C. McCormack, MD, MHS, professor of medicine in the pulmonary and critical care division at Johns Hopkins University in Baltimore, said that “more definitive evidence is needed to define whether gas stoves cause lung disease.”
But Dr. McCormack didn’t let the natural gas industry off the hook, noting that a systematic review and meta-analysis of cooking with gas in high-, middle-, and low-income countries showed that domestic use of gas fuels vs. electric was associated with increased risk of asthma (1.11 overall), COPD (1.15), and pneumonia (1.26).
The link between gas and risk of asthma was significant only for adults, however, and the data on the risks for COPD and for pneumonia or other respiratory infections came almost exclusively from low-income countries, she noted.
Despite the lack of evidence for a causative link, however, Dr. McCormack pointed to evidence that indoor NO2 is an air pollutant that acts as a respiratory irritant, and that indoor NO2 levels in homes with gas stoves have been shown to be more than twice as high as those in homes with electric stoves.
Other evidence shows that indoor NO2 is associated with increased symptoms and use of rescue medications for children with asthma, and with shortness of breath, nocturnal symptoms, reduction in lung function, and exacerbations in COPD.
Still other studies have shown that exchanging a gas stove for an electric stove can reduce NO2 concentrations in the home by up to 50%, but there is still a need for clinical trial evidence of a health benefit for such an exchange, she said.
And even if a gas stove is swapped out for an electric or induction range, household members with asthma are exposed to other hazards, including second-hand smoke, cooking exhaust, candle or incense burning, outdoor particulate matter that finds its way indoors, mold, and mouse or cockroach allergens, she noted.
On common ground
Environmental interventions that can benefit all members of a household — not just those with obstructive pulmonary disease — include smoking cessation, charcoal filter-equipped air cleaners, stove hoods that vent outdoors, integrated pest management, hypoallergenic pillow and mattress covers, high efficiency particulate air (HEPA) vacuums, and mold and radon abatement.
Both Dr. Balmes and Dr. McCormack agreed in the end that gas stoves contribute to respiratory morbidity, and that both state and national policy changes are needed to support transition to cleaner indoor air, with financial incentives available for households with more modest incomes.
“For everyone, there is a climate-change mitigation imperative to transition away from gas appliances if we want to tackle the climate emergency,” Dr. Balmes said.
End indoor combustion
George D. Thurston, ScD, professor of medicine and population health at the NYU Grossman School of Medicine, who attended the debate, told Chest Physician that the participants talked about NO2 but didn’t touch on particulate pollution generated by gas stoves.
Burning natural gas produces particles that are very similar in composition to those produced by burning coal, oil, or diesel fuel, Dr. Thurston said, and he pointed out that interventions such as range hoods work only if they actually vent outdoors, and aren’t simply fans that recirculate the air within the home. And even when ventilation works as it should to move air out of the house, it only pumps it back into the atmosphere, where it contributes to climate change.
“We need combustion-free homes. That’s the unifying principle. We have to keep our eyes on that prize,” he said.
Dr. Balmes, Dr. McCormack, and Dr. Thurston all reported having no relevant disclosures.
SAN DIEGO — While there is currently no smoking gun definitively showing that indoor nitrogen dioxide (NO2) concentrations from gas appliances are a cause of pulmonary diseases, the circumstantial evidence of the baleful effects of gas stoves on lung function is pretty compelling, said participants in a pro-con debate.
The debate was held at the American Thoracic Society’s international conference.
PRO: Gas stoves cause lung disease
Arguing for the “pro” side, John R. Balmes, MD of the University of California, San Francisco, and a physician member of the California Air Resources Board, began by admitting that “I would never have said gas stoves cause lung disease, but that’s what they assigned me.”
Gamely proceeding anyway, Dr. Balmes noted that natural gas — methane — is a potent greenhouse gas, and that cooking with natural gas leads to generation of NO2 with high peak concentrations in the home, especially in the kitchen, but in other rooms as well.
“We know that NO2 is an irritant gas that can cause bronchoconstriction, airway hyperresponsiveness and inflammation, and there’s increased risk of asthma and COPD exacerbations,” he said.
The US Environmental Protection Agency (EPA) outdoor ambient air standard for NO2 is 100 parts per billion (ppb) or lower, which are the levels needed to prevent asthma exacerbations. In separate meta-analyses there was a 1.05 rise in asthma incidence per every 2 ppb of NO2, and an increase of 1.07 in COPD incidence for every 5 ppb of NO2, Dr. Balmes noted.
The respiratory effects of gas stoves were revealed in a 2013 meta-analysis of 10 studies from North America and Europe, which showed a pooled odds ratio for current asthma of 1.34. Building on these data, authors of a 2022 paper estimated that 13% of childhood asthma could be prevented by elimination gas cooking.
Although the causative link is missing, the evidence is abundant that natural gas isn’t good for anyone, he acknowledged.
Con: More evidence needed
Arguing for the “con” side of the question, Meredith C. McCormack, MD, MHS, professor of medicine in the pulmonary and critical care division at Johns Hopkins University in Baltimore, said that “more definitive evidence is needed to define whether gas stoves cause lung disease.”
But Dr. McCormack didn’t let the natural gas industry off the hook, noting that a systematic review and meta-analysis of cooking with gas in high-, middle-, and low-income countries showed that domestic use of gas fuels vs. electric was associated with increased risk of asthma (1.11 overall), COPD (1.15), and pneumonia (1.26).
The link between gas and risk of asthma was significant only for adults, however, and the data on the risks for COPD and for pneumonia or other respiratory infections came almost exclusively from low-income countries, she noted.
Despite the lack of evidence for a causative link, however, Dr. McCormack pointed to evidence that indoor NO2 is an air pollutant that acts as a respiratory irritant, and that indoor NO2 levels in homes with gas stoves have been shown to be more than twice as high as those in homes with electric stoves.
Other evidence shows that indoor NO2 is associated with increased symptoms and use of rescue medications for children with asthma, and with shortness of breath, nocturnal symptoms, reduction in lung function, and exacerbations in COPD.
Still other studies have shown that exchanging a gas stove for an electric stove can reduce NO2 concentrations in the home by up to 50%, but there is still a need for clinical trial evidence of a health benefit for such an exchange, she said.
And even if a gas stove is swapped out for an electric or induction range, household members with asthma are exposed to other hazards, including second-hand smoke, cooking exhaust, candle or incense burning, outdoor particulate matter that finds its way indoors, mold, and mouse or cockroach allergens, she noted.
On common ground
Environmental interventions that can benefit all members of a household — not just those with obstructive pulmonary disease — include smoking cessation, charcoal filter-equipped air cleaners, stove hoods that vent outdoors, integrated pest management, hypoallergenic pillow and mattress covers, high efficiency particulate air (HEPA) vacuums, and mold and radon abatement.
Both Dr. Balmes and Dr. McCormack agreed in the end that gas stoves contribute to respiratory morbidity, and that both state and national policy changes are needed to support transition to cleaner indoor air, with financial incentives available for households with more modest incomes.
“For everyone, there is a climate-change mitigation imperative to transition away from gas appliances if we want to tackle the climate emergency,” Dr. Balmes said.
End indoor combustion
George D. Thurston, ScD, professor of medicine and population health at the NYU Grossman School of Medicine, who attended the debate, told Chest Physician that the participants talked about NO2 but didn’t touch on particulate pollution generated by gas stoves.
Burning natural gas produces particles that are very similar in composition to those produced by burning coal, oil, or diesel fuel, Dr. Thurston said, and he pointed out that interventions such as range hoods work only if they actually vent outdoors, and aren’t simply fans that recirculate the air within the home. And even when ventilation works as it should to move air out of the house, it only pumps it back into the atmosphere, where it contributes to climate change.
“We need combustion-free homes. That’s the unifying principle. We have to keep our eyes on that prize,” he said.
Dr. Balmes, Dr. McCormack, and Dr. Thurston all reported having no relevant disclosures.
SAN DIEGO — While there is currently no smoking gun definitively showing that indoor nitrogen dioxide (NO2) concentrations from gas appliances are a cause of pulmonary diseases, the circumstantial evidence of the baleful effects of gas stoves on lung function is pretty compelling, said participants in a pro-con debate.
The debate was held at the American Thoracic Society’s international conference.
PRO: Gas stoves cause lung disease
Arguing for the “pro” side, John R. Balmes, MD of the University of California, San Francisco, and a physician member of the California Air Resources Board, began by admitting that “I would never have said gas stoves cause lung disease, but that’s what they assigned me.”
Gamely proceeding anyway, Dr. Balmes noted that natural gas — methane — is a potent greenhouse gas, and that cooking with natural gas leads to generation of NO2 with high peak concentrations in the home, especially in the kitchen, but in other rooms as well.
“We know that NO2 is an irritant gas that can cause bronchoconstriction, airway hyperresponsiveness and inflammation, and there’s increased risk of asthma and COPD exacerbations,” he said.
The US Environmental Protection Agency (EPA) outdoor ambient air standard for NO2 is 100 parts per billion (ppb) or lower, which are the levels needed to prevent asthma exacerbations. In separate meta-analyses there was a 1.05 rise in asthma incidence per every 2 ppb of NO2, and an increase of 1.07 in COPD incidence for every 5 ppb of NO2, Dr. Balmes noted.
The respiratory effects of gas stoves were revealed in a 2013 meta-analysis of 10 studies from North America and Europe, which showed a pooled odds ratio for current asthma of 1.34. Building on these data, authors of a 2022 paper estimated that 13% of childhood asthma could be prevented by elimination gas cooking.
Although the causative link is missing, the evidence is abundant that natural gas isn’t good for anyone, he acknowledged.
Con: More evidence needed
Arguing for the “con” side of the question, Meredith C. McCormack, MD, MHS, professor of medicine in the pulmonary and critical care division at Johns Hopkins University in Baltimore, said that “more definitive evidence is needed to define whether gas stoves cause lung disease.”
But Dr. McCormack didn’t let the natural gas industry off the hook, noting that a systematic review and meta-analysis of cooking with gas in high-, middle-, and low-income countries showed that domestic use of gas fuels vs. electric was associated with increased risk of asthma (1.11 overall), COPD (1.15), and pneumonia (1.26).
The link between gas and risk of asthma was significant only for adults, however, and the data on the risks for COPD and for pneumonia or other respiratory infections came almost exclusively from low-income countries, she noted.
Despite the lack of evidence for a causative link, however, Dr. McCormack pointed to evidence that indoor NO2 is an air pollutant that acts as a respiratory irritant, and that indoor NO2 levels in homes with gas stoves have been shown to be more than twice as high as those in homes with electric stoves.
Other evidence shows that indoor NO2 is associated with increased symptoms and use of rescue medications for children with asthma, and with shortness of breath, nocturnal symptoms, reduction in lung function, and exacerbations in COPD.
Still other studies have shown that exchanging a gas stove for an electric stove can reduce NO2 concentrations in the home by up to 50%, but there is still a need for clinical trial evidence of a health benefit for such an exchange, she said.
And even if a gas stove is swapped out for an electric or induction range, household members with asthma are exposed to other hazards, including second-hand smoke, cooking exhaust, candle or incense burning, outdoor particulate matter that finds its way indoors, mold, and mouse or cockroach allergens, she noted.
On common ground
Environmental interventions that can benefit all members of a household — not just those with obstructive pulmonary disease — include smoking cessation, charcoal filter-equipped air cleaners, stove hoods that vent outdoors, integrated pest management, hypoallergenic pillow and mattress covers, high efficiency particulate air (HEPA) vacuums, and mold and radon abatement.
Both Dr. Balmes and Dr. McCormack agreed in the end that gas stoves contribute to respiratory morbidity, and that both state and national policy changes are needed to support transition to cleaner indoor air, with financial incentives available for households with more modest incomes.
“For everyone, there is a climate-change mitigation imperative to transition away from gas appliances if we want to tackle the climate emergency,” Dr. Balmes said.
End indoor combustion
George D. Thurston, ScD, professor of medicine and population health at the NYU Grossman School of Medicine, who attended the debate, told Chest Physician that the participants talked about NO2 but didn’t touch on particulate pollution generated by gas stoves.
Burning natural gas produces particles that are very similar in composition to those produced by burning coal, oil, or diesel fuel, Dr. Thurston said, and he pointed out that interventions such as range hoods work only if they actually vent outdoors, and aren’t simply fans that recirculate the air within the home. And even when ventilation works as it should to move air out of the house, it only pumps it back into the atmosphere, where it contributes to climate change.
“We need combustion-free homes. That’s the unifying principle. We have to keep our eyes on that prize,” he said.
Dr. Balmes, Dr. McCormack, and Dr. Thurston all reported having no relevant disclosures.
FROM ATS 2024
Novel ENV-101 associated with improved lung function in IPF
SAN DIEGO —
Early efficacy data from a phase 2a safety trial suggest that the novel oral agent, dubbed ENV-101, is associated with improvements in forced vital capacity (FVC) and other measures of lung function, and may be a disease-modifying therapy for IPF, according to Toby M. Maher, MD, PhD, director of the interstitial lung disease program at Keck School of Medicine, University of Southern California, Los Angeles. Dr. Maher presented the results at the American Thoracic Society’s international conference.
“Historically we’ve not been seeing improvements in FVC, which is what we’ve been seeing [with ENV-101], and I think it’s conceivable that you can get remodeling of early areas of fibrosis in the lung,” Dr. Maher said in an interview with Chest Physician.
“We know from histology studies that if you look at IPF lungs you’ll see areas of end-stage fibrosis, but even in advanced disease you’ll see areas where the lung is relatively well preserved and there’s early fibrosis, so I think it’s conceivable that there is remodeling of some of those early areas of fibrosis,” he said.
Vital pathway
The Hedgehog pathway is highly conserved in evolution. The cell-signaling pathway is active embryogenesis, tissue proliferation, and organ development. There is also evidence to suggest that in adult the pathway becomes reactivated following tissue injury, as can occur in lung epithelia, Dr. Maher explained.
Although as the word “idiopathic” in IPF indicates the etiology of the disease is unknown, investigators have found that in IPF repetitive epithelial injury to lung tissue leads to activation of the Hedgehog pathway. Hedgehog signaling in turn induces formation and activation of myofibroblasts that lay down fibrotic matrix and contract lung tissue, leading to significant impairments in gas exchange, Dr. Maher said.
ENV-101 blocks Hedgehog from binding to the PTCH1 receptor, preventing release of the zinc-finger protein GLI1 from the kinase complex into the cell cytoplasm. With signaling blocked, myofibroblasts undergo apoptosis instead of initiating wound repair as they normally would, thereby eliminating an evident mechanism of IPF pathology, he explained.
Study details
In the phase 2a trial, investigators enrolled patients with IPF who were not taking antifibrotic agents and who had a percent predicted FVC greater than 50%, percent predicted diffusing capacity for carbon monoxide (DLCO) of at least 35%, and life expectancy of more than 1 year.
The patients were randomized to receive 200 mg oral ENV-101 daily (18 patients) or placebo (15 patients) for 12 weeks.
The primary endpoint of the trial was safety of the experimental agent. A previous phase 1b study of a different Hedgehog inhibitor — vismodegib (Erivedge), in combination with the antifibrotic agent pirfenidone (Pirespa) — in patients with IPF was discontinued because of poor tolerability.
In the current study, the most common treatment-related adverse events were dysgeusia in 57% of patients who received the drug, alopecia in 52%, and muscle spasms in 43%. The spasms were generally less severe than those seen in the vismodegib/pirfenidone trial mentioned above.
Seven patients (33%) had treatment-emergent events leading to dose interruption. Five patients discontinued treatment: one who withdrew because of taste alterations, one who was lost to follow-up after an IPF exacerbation, and three who withdrew consent.
There were no treatment-related deaths, and no clinically significant findings on labs, vital signs, electrocardiograms, or physical exam.
Efficacy endpoints
An analysis of the secondary efficacy endpoints showed a 1.9% mean improvement in FVC from baseline among patients assigned to ENV-101, compared with a mean decline of 1.3% of patients assigned to placebo (P = .035).
Patients on the active drug also had a 200-mL mean increase in total lung capacity, compared with a mean decline of 56 mL for patients on placebo (P = .005).
In addition, high-resolution CR studies showed a 9.4% absolute decrease from baseline in quantitative interstitial lung disease with ENV-101, vs. a 1.1% increase among controls, a 2% absolute decline from baseline in quantitative lung fibrosis compared with a 0.87% increase with placebo, and a 4.6% absolute decrease from baseline in quantitative ground glass, compared with an increase of 0.29% with placebo.
Bad taste a good sign?
Reinoud Gosens PhD, University of Groningen, the Netherlands, who co-moderated the session but was not involved in the study, questioned whether the dysgeusia seen in patients who received ENV-101 might be related to the dysgeusia seen in clinical trials of P2X3 receptor antagonists for cough.
“I was wondering if there would be a mechanistic overlap between Hedgehog inhibition and cough, which would be quite relevant for IPF,” he said in an interview.
The increase in FVC seen with ENV-101 and with the investigational agent buloxibutid, a novel angiotensin II type 2 receptor agonist described in a separate presentation by Dr. Maher, suggests that these drugs may have the ability to help remodel damaged lungs, Dr. Gosens said.
Investigators are currently planning a phase 2 dose-ranging trial (WHISTLE-PF) in patients with IPF or progressive pulmonary fibrosis.
The phase 2a trial was supported by Endeavor BioMedicines. Dr. Maher disclosed consultancy or speaker fees from Endeavor and others. Dr. Gosens had no relevant disclosures.
SAN DIEGO —
Early efficacy data from a phase 2a safety trial suggest that the novel oral agent, dubbed ENV-101, is associated with improvements in forced vital capacity (FVC) and other measures of lung function, and may be a disease-modifying therapy for IPF, according to Toby M. Maher, MD, PhD, director of the interstitial lung disease program at Keck School of Medicine, University of Southern California, Los Angeles. Dr. Maher presented the results at the American Thoracic Society’s international conference.
“Historically we’ve not been seeing improvements in FVC, which is what we’ve been seeing [with ENV-101], and I think it’s conceivable that you can get remodeling of early areas of fibrosis in the lung,” Dr. Maher said in an interview with Chest Physician.
“We know from histology studies that if you look at IPF lungs you’ll see areas of end-stage fibrosis, but even in advanced disease you’ll see areas where the lung is relatively well preserved and there’s early fibrosis, so I think it’s conceivable that there is remodeling of some of those early areas of fibrosis,” he said.
Vital pathway
The Hedgehog pathway is highly conserved in evolution. The cell-signaling pathway is active embryogenesis, tissue proliferation, and organ development. There is also evidence to suggest that in adult the pathway becomes reactivated following tissue injury, as can occur in lung epithelia, Dr. Maher explained.
Although as the word “idiopathic” in IPF indicates the etiology of the disease is unknown, investigators have found that in IPF repetitive epithelial injury to lung tissue leads to activation of the Hedgehog pathway. Hedgehog signaling in turn induces formation and activation of myofibroblasts that lay down fibrotic matrix and contract lung tissue, leading to significant impairments in gas exchange, Dr. Maher said.
ENV-101 blocks Hedgehog from binding to the PTCH1 receptor, preventing release of the zinc-finger protein GLI1 from the kinase complex into the cell cytoplasm. With signaling blocked, myofibroblasts undergo apoptosis instead of initiating wound repair as they normally would, thereby eliminating an evident mechanism of IPF pathology, he explained.
Study details
In the phase 2a trial, investigators enrolled patients with IPF who were not taking antifibrotic agents and who had a percent predicted FVC greater than 50%, percent predicted diffusing capacity for carbon monoxide (DLCO) of at least 35%, and life expectancy of more than 1 year.
The patients were randomized to receive 200 mg oral ENV-101 daily (18 patients) or placebo (15 patients) for 12 weeks.
The primary endpoint of the trial was safety of the experimental agent. A previous phase 1b study of a different Hedgehog inhibitor — vismodegib (Erivedge), in combination with the antifibrotic agent pirfenidone (Pirespa) — in patients with IPF was discontinued because of poor tolerability.
In the current study, the most common treatment-related adverse events were dysgeusia in 57% of patients who received the drug, alopecia in 52%, and muscle spasms in 43%. The spasms were generally less severe than those seen in the vismodegib/pirfenidone trial mentioned above.
Seven patients (33%) had treatment-emergent events leading to dose interruption. Five patients discontinued treatment: one who withdrew because of taste alterations, one who was lost to follow-up after an IPF exacerbation, and three who withdrew consent.
There were no treatment-related deaths, and no clinically significant findings on labs, vital signs, electrocardiograms, or physical exam.
Efficacy endpoints
An analysis of the secondary efficacy endpoints showed a 1.9% mean improvement in FVC from baseline among patients assigned to ENV-101, compared with a mean decline of 1.3% of patients assigned to placebo (P = .035).
Patients on the active drug also had a 200-mL mean increase in total lung capacity, compared with a mean decline of 56 mL for patients on placebo (P = .005).
In addition, high-resolution CR studies showed a 9.4% absolute decrease from baseline in quantitative interstitial lung disease with ENV-101, vs. a 1.1% increase among controls, a 2% absolute decline from baseline in quantitative lung fibrosis compared with a 0.87% increase with placebo, and a 4.6% absolute decrease from baseline in quantitative ground glass, compared with an increase of 0.29% with placebo.
Bad taste a good sign?
Reinoud Gosens PhD, University of Groningen, the Netherlands, who co-moderated the session but was not involved in the study, questioned whether the dysgeusia seen in patients who received ENV-101 might be related to the dysgeusia seen in clinical trials of P2X3 receptor antagonists for cough.
“I was wondering if there would be a mechanistic overlap between Hedgehog inhibition and cough, which would be quite relevant for IPF,” he said in an interview.
The increase in FVC seen with ENV-101 and with the investigational agent buloxibutid, a novel angiotensin II type 2 receptor agonist described in a separate presentation by Dr. Maher, suggests that these drugs may have the ability to help remodel damaged lungs, Dr. Gosens said.
Investigators are currently planning a phase 2 dose-ranging trial (WHISTLE-PF) in patients with IPF or progressive pulmonary fibrosis.
The phase 2a trial was supported by Endeavor BioMedicines. Dr. Maher disclosed consultancy or speaker fees from Endeavor and others. Dr. Gosens had no relevant disclosures.
SAN DIEGO —
Early efficacy data from a phase 2a safety trial suggest that the novel oral agent, dubbed ENV-101, is associated with improvements in forced vital capacity (FVC) and other measures of lung function, and may be a disease-modifying therapy for IPF, according to Toby M. Maher, MD, PhD, director of the interstitial lung disease program at Keck School of Medicine, University of Southern California, Los Angeles. Dr. Maher presented the results at the American Thoracic Society’s international conference.
“Historically we’ve not been seeing improvements in FVC, which is what we’ve been seeing [with ENV-101], and I think it’s conceivable that you can get remodeling of early areas of fibrosis in the lung,” Dr. Maher said in an interview with Chest Physician.
“We know from histology studies that if you look at IPF lungs you’ll see areas of end-stage fibrosis, but even in advanced disease you’ll see areas where the lung is relatively well preserved and there’s early fibrosis, so I think it’s conceivable that there is remodeling of some of those early areas of fibrosis,” he said.
Vital pathway
The Hedgehog pathway is highly conserved in evolution. The cell-signaling pathway is active embryogenesis, tissue proliferation, and organ development. There is also evidence to suggest that in adult the pathway becomes reactivated following tissue injury, as can occur in lung epithelia, Dr. Maher explained.
Although as the word “idiopathic” in IPF indicates the etiology of the disease is unknown, investigators have found that in IPF repetitive epithelial injury to lung tissue leads to activation of the Hedgehog pathway. Hedgehog signaling in turn induces formation and activation of myofibroblasts that lay down fibrotic matrix and contract lung tissue, leading to significant impairments in gas exchange, Dr. Maher said.
ENV-101 blocks Hedgehog from binding to the PTCH1 receptor, preventing release of the zinc-finger protein GLI1 from the kinase complex into the cell cytoplasm. With signaling blocked, myofibroblasts undergo apoptosis instead of initiating wound repair as they normally would, thereby eliminating an evident mechanism of IPF pathology, he explained.
Study details
In the phase 2a trial, investigators enrolled patients with IPF who were not taking antifibrotic agents and who had a percent predicted FVC greater than 50%, percent predicted diffusing capacity for carbon monoxide (DLCO) of at least 35%, and life expectancy of more than 1 year.
The patients were randomized to receive 200 mg oral ENV-101 daily (18 patients) or placebo (15 patients) for 12 weeks.
The primary endpoint of the trial was safety of the experimental agent. A previous phase 1b study of a different Hedgehog inhibitor — vismodegib (Erivedge), in combination with the antifibrotic agent pirfenidone (Pirespa) — in patients with IPF was discontinued because of poor tolerability.
In the current study, the most common treatment-related adverse events were dysgeusia in 57% of patients who received the drug, alopecia in 52%, and muscle spasms in 43%. The spasms were generally less severe than those seen in the vismodegib/pirfenidone trial mentioned above.
Seven patients (33%) had treatment-emergent events leading to dose interruption. Five patients discontinued treatment: one who withdrew because of taste alterations, one who was lost to follow-up after an IPF exacerbation, and three who withdrew consent.
There were no treatment-related deaths, and no clinically significant findings on labs, vital signs, electrocardiograms, or physical exam.
Efficacy endpoints
An analysis of the secondary efficacy endpoints showed a 1.9% mean improvement in FVC from baseline among patients assigned to ENV-101, compared with a mean decline of 1.3% of patients assigned to placebo (P = .035).
Patients on the active drug also had a 200-mL mean increase in total lung capacity, compared with a mean decline of 56 mL for patients on placebo (P = .005).
In addition, high-resolution CR studies showed a 9.4% absolute decrease from baseline in quantitative interstitial lung disease with ENV-101, vs. a 1.1% increase among controls, a 2% absolute decline from baseline in quantitative lung fibrosis compared with a 0.87% increase with placebo, and a 4.6% absolute decrease from baseline in quantitative ground glass, compared with an increase of 0.29% with placebo.
Bad taste a good sign?
Reinoud Gosens PhD, University of Groningen, the Netherlands, who co-moderated the session but was not involved in the study, questioned whether the dysgeusia seen in patients who received ENV-101 might be related to the dysgeusia seen in clinical trials of P2X3 receptor antagonists for cough.
“I was wondering if there would be a mechanistic overlap between Hedgehog inhibition and cough, which would be quite relevant for IPF,” he said in an interview.
The increase in FVC seen with ENV-101 and with the investigational agent buloxibutid, a novel angiotensin II type 2 receptor agonist described in a separate presentation by Dr. Maher, suggests that these drugs may have the ability to help remodel damaged lungs, Dr. Gosens said.
Investigators are currently planning a phase 2 dose-ranging trial (WHISTLE-PF) in patients with IPF or progressive pulmonary fibrosis.
The phase 2a trial was supported by Endeavor BioMedicines. Dr. Maher disclosed consultancy or speaker fees from Endeavor and others. Dr. Gosens had no relevant disclosures.
FROM ATS 2024
Tucatinib-Trastuzumab Benefit ‘Remarkable’ in HER2-positive mCRC
Only about 3% to 5% of patients with metastatic colorectal cancer have tumors that are positive for human epidermal growth factor receptor 2 (HER2), and until recently there was no treatment approved by the US Food and Drug Administration (FDA) for this subset of patients.
That all changed, in January of 2023. At that time, the FDA granted accelerated approval to tucatinib (Tukysa) in combination with trastuzumab for RAS wild-type HER2-positive unresectable or metastatic colorectal cancer that has progressed following fluoropyrimidine-, oxaliplatin-, and irinotecan-based chemotherapy.
The combination was the first FDA-approved treatment for this patient population.
The only other FDA-approved therapy for metastatic HER2-positive CRC is the antibody-drug conjugate trastuzumab deruxtecan (Enhertu). That drug received accelerated approval from the FDA for metastatic HER2-positive CRC for which no other suitable therapeutic option exists, on April 5, 2024. This FDA action represented an expansion of the drug’s earlier approvals for treating several cancer types, including certain patients with unresectable or metastatic HER2-positive breast cancer and adults with locally advanced or metastatic HER2-positive gastric or gastroesophageal junction adenocarcinoma who had received a prior trastuzumab-based regimen.
Drug Combo’s Use With Capecitabine in Breast Cancer
Tucatinib is a potent oral tyrosine kinase inhibitor (TKI) that has been shown to be highly selective for HER2. Prior to approval of the colorectal cancer indication, tucatinib had received FDA approval (in April 2020) in combination with trastuzumab and capecitabine for the treatment of patients with advanced unresectable or metastatic HER2-positive breast cancer, including patients with brain metastases, who had received one or more prior anti-HER2-based regimens in the metastatic setting.
In these patients the combination was associated with significant improvements in both progression-free survival (PFS) and overall survival compared with trastuzumab and capecitabine.
Approval for the colorectal cancer indication was based on results of the phase 2 MOUNTAINEER trial, which were published in The Lancet Oncology.
Real-World Setting
Clinical experience with the combination in a real-world setting is still limited due to the relatively uncommon RAS wild-type HER2-positive CRC subtype, so most of what’s known about the efficacy and safety of tucatinib plus trastuzumab comes from clinical trials. But oncologists interviewed for this article emphasized that the tucatinib-trastuzumab combination nonetheless represents a major breakthrough.
“The population of RAS wild-type HER2-positive is small in colorectal cancer, but the benefit of this treatment is really remarkable. With this combination therapy there was a 38% response rate, and there was a very respectable duration of response. So the population is small, but the benefit of the treatment is by no means small,” said Afsaneh Barzi, MD, PhD, a medical oncologist specializing in gastrointestinal cancers at City of Hope in Duarte, California.
Another medical oncologist interviewed for this piece, who treats patients with HER2-positive metastatic CRC, said that the performance of tucatinib in the real-world setting is in keeping with the efficacy seen in clinical trials.
“There is a group of patients who have a very good response to HER2 [targeted] therapy. Often these are patients who have higher degrees of HER2 amplification, and they do not have concomitant other mutations that activate the pathway, such as RAS mutations,” said Kanwal PS Raghav, MD, MBBS, from the University of Texas MD Anderson Cancer Center in Houston.
Why It Works
In an interview, MOUNTAINEER coinvestigator Tanios S. Bekaii-Saab, MD, from the Mayo Clinic Comprehensive Cancer Center in Phoenix, Arizona, explained why dual HER2 blockade with tucatinib and trastuzumab is an important breakthrough for this population.
“HER2 as a target was already well established in breast cancer and in gastric cancer. In colon cancer we had signals [of anti-HER2 efficacy] but these signals were primarily with dual targeted therapy,” he said.
“What’s unique about tucatinib versus neratinib [Nerlynx], lapatinib [Tykerb] and some of the others is that this is a highly selective tyrosine kinase inhibitor, meaning it is potent just against HER2 and has limited activity against other receptors, classically EGFR, which also goes by the name of HER1,” said MOUNTAINEER trial chair John H. Strickler, MD, of Duke Cancer Center in Durham, North Carolina.
“The reason why that’s valuable is that when you inhibit other receptors like HER1 or EGFR, you can cause significant skin rash and other symptoms that can limit tolerability, which limits your ability to give the full dose. With tucatinib you can more completely inhibit HER2 with fewer side effects,” Dr. Strickler said in an interview.
Dr. Raghav noted that the primary adverse events of therapy with tucatinib have been diarrhea and fatigue, and other common side effects include abdominal pain, fever, nausea, rash, and infusion reactions.
Barriers to Treatment
Dr. Barzi pointed out that in the day-to-day practice setting there are two potential barriers to treatment with tucatinib and trastuzumab for patients with HER2-positive colorectal cancer, hurdles that they would not encounter if they were enrolled in clinical trials.
The first barrier is the requirement for HER2 testing, either through immunohistochemistry or fluorescence in situ hybridization.
“The adoption of HER2 testing in colorectal cancer lags behind other molecular testing, such as testing for KRAS or BRAF, so the provider needs to be aware that HER2 positivity is a possibility,” she said.
The second and more difficult-to-surmount barrier is imposed by the healthcare system. Although the combination is included in National Comprehensive Cancer Network guidelines and, therefore, should not be subject to restrictions or denials by insurers, “the challenge is that this is an oral and IV drug combination,” Dr. Barzi said.
While patients in real-world settings receive intravenous drugs such as trastuzumab in treatment centers, the oral drug component, tucatinib, is dispensed by pharmacies, and patients are often required to shell out high copays for such agents.
Dr. Barzi cited as an example the case of one of her patients who was receiving an oral agent — not tucatinib — for treatment of a different type of colorectal cancer.
“He has very good insurance, and after insurance his out-of-pocket cost on a monthly basis to obtain the drug is $275,” she said.
What’s Next
In colorectal cancer the combination of tucatinib and trastuzumab is approved only in the metastatic setting, but it is also being explored as a first-line therapy in combination with the mFOLFOX6 regimen (5-Fluorouracil, leucovorin, and oxaliplatin) in the MOUNTAINEER-03 trial, which is currently recruiting.
MOUNTAINEER was sponsored by Seagen and Merck. Dr. Strickler reported support from Seagen for the Lancet Oncology manuscript; institutional grants, consulting fees, and travel support from Seagen, and similar relationships with other companies. Dr. Bekaii-Saab reported institutional research and consulting fees from various companies, including Merck, personal consulting fees from various companies, and independent monitoring board/scientific advisory board activities. Dr. Raghav disclosed honoraria and an advisory/consulting role for Seagen and others. Dr. Barzi reported no relevant conflicts of interest.
Only about 3% to 5% of patients with metastatic colorectal cancer have tumors that are positive for human epidermal growth factor receptor 2 (HER2), and until recently there was no treatment approved by the US Food and Drug Administration (FDA) for this subset of patients.
That all changed, in January of 2023. At that time, the FDA granted accelerated approval to tucatinib (Tukysa) in combination with trastuzumab for RAS wild-type HER2-positive unresectable or metastatic colorectal cancer that has progressed following fluoropyrimidine-, oxaliplatin-, and irinotecan-based chemotherapy.
The combination was the first FDA-approved treatment for this patient population.
The only other FDA-approved therapy for metastatic HER2-positive CRC is the antibody-drug conjugate trastuzumab deruxtecan (Enhertu). That drug received accelerated approval from the FDA for metastatic HER2-positive CRC for which no other suitable therapeutic option exists, on April 5, 2024. This FDA action represented an expansion of the drug’s earlier approvals for treating several cancer types, including certain patients with unresectable or metastatic HER2-positive breast cancer and adults with locally advanced or metastatic HER2-positive gastric or gastroesophageal junction adenocarcinoma who had received a prior trastuzumab-based regimen.
Drug Combo’s Use With Capecitabine in Breast Cancer
Tucatinib is a potent oral tyrosine kinase inhibitor (TKI) that has been shown to be highly selective for HER2. Prior to approval of the colorectal cancer indication, tucatinib had received FDA approval (in April 2020) in combination with trastuzumab and capecitabine for the treatment of patients with advanced unresectable or metastatic HER2-positive breast cancer, including patients with brain metastases, who had received one or more prior anti-HER2-based regimens in the metastatic setting.
In these patients the combination was associated with significant improvements in both progression-free survival (PFS) and overall survival compared with trastuzumab and capecitabine.
Approval for the colorectal cancer indication was based on results of the phase 2 MOUNTAINEER trial, which were published in The Lancet Oncology.
Real-World Setting
Clinical experience with the combination in a real-world setting is still limited due to the relatively uncommon RAS wild-type HER2-positive CRC subtype, so most of what’s known about the efficacy and safety of tucatinib plus trastuzumab comes from clinical trials. But oncologists interviewed for this article emphasized that the tucatinib-trastuzumab combination nonetheless represents a major breakthrough.
“The population of RAS wild-type HER2-positive is small in colorectal cancer, but the benefit of this treatment is really remarkable. With this combination therapy there was a 38% response rate, and there was a very respectable duration of response. So the population is small, but the benefit of the treatment is by no means small,” said Afsaneh Barzi, MD, PhD, a medical oncologist specializing in gastrointestinal cancers at City of Hope in Duarte, California.
Another medical oncologist interviewed for this piece, who treats patients with HER2-positive metastatic CRC, said that the performance of tucatinib in the real-world setting is in keeping with the efficacy seen in clinical trials.
“There is a group of patients who have a very good response to HER2 [targeted] therapy. Often these are patients who have higher degrees of HER2 amplification, and they do not have concomitant other mutations that activate the pathway, such as RAS mutations,” said Kanwal PS Raghav, MD, MBBS, from the University of Texas MD Anderson Cancer Center in Houston.
Why It Works
In an interview, MOUNTAINEER coinvestigator Tanios S. Bekaii-Saab, MD, from the Mayo Clinic Comprehensive Cancer Center in Phoenix, Arizona, explained why dual HER2 blockade with tucatinib and trastuzumab is an important breakthrough for this population.
“HER2 as a target was already well established in breast cancer and in gastric cancer. In colon cancer we had signals [of anti-HER2 efficacy] but these signals were primarily with dual targeted therapy,” he said.
“What’s unique about tucatinib versus neratinib [Nerlynx], lapatinib [Tykerb] and some of the others is that this is a highly selective tyrosine kinase inhibitor, meaning it is potent just against HER2 and has limited activity against other receptors, classically EGFR, which also goes by the name of HER1,” said MOUNTAINEER trial chair John H. Strickler, MD, of Duke Cancer Center in Durham, North Carolina.
“The reason why that’s valuable is that when you inhibit other receptors like HER1 or EGFR, you can cause significant skin rash and other symptoms that can limit tolerability, which limits your ability to give the full dose. With tucatinib you can more completely inhibit HER2 with fewer side effects,” Dr. Strickler said in an interview.
Dr. Raghav noted that the primary adverse events of therapy with tucatinib have been diarrhea and fatigue, and other common side effects include abdominal pain, fever, nausea, rash, and infusion reactions.
Barriers to Treatment
Dr. Barzi pointed out that in the day-to-day practice setting there are two potential barriers to treatment with tucatinib and trastuzumab for patients with HER2-positive colorectal cancer, hurdles that they would not encounter if they were enrolled in clinical trials.
The first barrier is the requirement for HER2 testing, either through immunohistochemistry or fluorescence in situ hybridization.
“The adoption of HER2 testing in colorectal cancer lags behind other molecular testing, such as testing for KRAS or BRAF, so the provider needs to be aware that HER2 positivity is a possibility,” she said.
The second and more difficult-to-surmount barrier is imposed by the healthcare system. Although the combination is included in National Comprehensive Cancer Network guidelines and, therefore, should not be subject to restrictions or denials by insurers, “the challenge is that this is an oral and IV drug combination,” Dr. Barzi said.
While patients in real-world settings receive intravenous drugs such as trastuzumab in treatment centers, the oral drug component, tucatinib, is dispensed by pharmacies, and patients are often required to shell out high copays for such agents.
Dr. Barzi cited as an example the case of one of her patients who was receiving an oral agent — not tucatinib — for treatment of a different type of colorectal cancer.
“He has very good insurance, and after insurance his out-of-pocket cost on a monthly basis to obtain the drug is $275,” she said.
What’s Next
In colorectal cancer the combination of tucatinib and trastuzumab is approved only in the metastatic setting, but it is also being explored as a first-line therapy in combination with the mFOLFOX6 regimen (5-Fluorouracil, leucovorin, and oxaliplatin) in the MOUNTAINEER-03 trial, which is currently recruiting.
MOUNTAINEER was sponsored by Seagen and Merck. Dr. Strickler reported support from Seagen for the Lancet Oncology manuscript; institutional grants, consulting fees, and travel support from Seagen, and similar relationships with other companies. Dr. Bekaii-Saab reported institutional research and consulting fees from various companies, including Merck, personal consulting fees from various companies, and independent monitoring board/scientific advisory board activities. Dr. Raghav disclosed honoraria and an advisory/consulting role for Seagen and others. Dr. Barzi reported no relevant conflicts of interest.
Only about 3% to 5% of patients with metastatic colorectal cancer have tumors that are positive for human epidermal growth factor receptor 2 (HER2), and until recently there was no treatment approved by the US Food and Drug Administration (FDA) for this subset of patients.
That all changed, in January of 2023. At that time, the FDA granted accelerated approval to tucatinib (Tukysa) in combination with trastuzumab for RAS wild-type HER2-positive unresectable or metastatic colorectal cancer that has progressed following fluoropyrimidine-, oxaliplatin-, and irinotecan-based chemotherapy.
The combination was the first FDA-approved treatment for this patient population.
The only other FDA-approved therapy for metastatic HER2-positive CRC is the antibody-drug conjugate trastuzumab deruxtecan (Enhertu). That drug received accelerated approval from the FDA for metastatic HER2-positive CRC for which no other suitable therapeutic option exists, on April 5, 2024. This FDA action represented an expansion of the drug’s earlier approvals for treating several cancer types, including certain patients with unresectable or metastatic HER2-positive breast cancer and adults with locally advanced or metastatic HER2-positive gastric or gastroesophageal junction adenocarcinoma who had received a prior trastuzumab-based regimen.
Drug Combo’s Use With Capecitabine in Breast Cancer
Tucatinib is a potent oral tyrosine kinase inhibitor (TKI) that has been shown to be highly selective for HER2. Prior to approval of the colorectal cancer indication, tucatinib had received FDA approval (in April 2020) in combination with trastuzumab and capecitabine for the treatment of patients with advanced unresectable or metastatic HER2-positive breast cancer, including patients with brain metastases, who had received one or more prior anti-HER2-based regimens in the metastatic setting.
In these patients the combination was associated with significant improvements in both progression-free survival (PFS) and overall survival compared with trastuzumab and capecitabine.
Approval for the colorectal cancer indication was based on results of the phase 2 MOUNTAINEER trial, which were published in The Lancet Oncology.
Real-World Setting
Clinical experience with the combination in a real-world setting is still limited due to the relatively uncommon RAS wild-type HER2-positive CRC subtype, so most of what’s known about the efficacy and safety of tucatinib plus trastuzumab comes from clinical trials. But oncologists interviewed for this article emphasized that the tucatinib-trastuzumab combination nonetheless represents a major breakthrough.
“The population of RAS wild-type HER2-positive is small in colorectal cancer, but the benefit of this treatment is really remarkable. With this combination therapy there was a 38% response rate, and there was a very respectable duration of response. So the population is small, but the benefit of the treatment is by no means small,” said Afsaneh Barzi, MD, PhD, a medical oncologist specializing in gastrointestinal cancers at City of Hope in Duarte, California.
Another medical oncologist interviewed for this piece, who treats patients with HER2-positive metastatic CRC, said that the performance of tucatinib in the real-world setting is in keeping with the efficacy seen in clinical trials.
“There is a group of patients who have a very good response to HER2 [targeted] therapy. Often these are patients who have higher degrees of HER2 amplification, and they do not have concomitant other mutations that activate the pathway, such as RAS mutations,” said Kanwal PS Raghav, MD, MBBS, from the University of Texas MD Anderson Cancer Center in Houston.
Why It Works
In an interview, MOUNTAINEER coinvestigator Tanios S. Bekaii-Saab, MD, from the Mayo Clinic Comprehensive Cancer Center in Phoenix, Arizona, explained why dual HER2 blockade with tucatinib and trastuzumab is an important breakthrough for this population.
“HER2 as a target was already well established in breast cancer and in gastric cancer. In colon cancer we had signals [of anti-HER2 efficacy] but these signals were primarily with dual targeted therapy,” he said.
“What’s unique about tucatinib versus neratinib [Nerlynx], lapatinib [Tykerb] and some of the others is that this is a highly selective tyrosine kinase inhibitor, meaning it is potent just against HER2 and has limited activity against other receptors, classically EGFR, which also goes by the name of HER1,” said MOUNTAINEER trial chair John H. Strickler, MD, of Duke Cancer Center in Durham, North Carolina.
“The reason why that’s valuable is that when you inhibit other receptors like HER1 or EGFR, you can cause significant skin rash and other symptoms that can limit tolerability, which limits your ability to give the full dose. With tucatinib you can more completely inhibit HER2 with fewer side effects,” Dr. Strickler said in an interview.
Dr. Raghav noted that the primary adverse events of therapy with tucatinib have been diarrhea and fatigue, and other common side effects include abdominal pain, fever, nausea, rash, and infusion reactions.
Barriers to Treatment
Dr. Barzi pointed out that in the day-to-day practice setting there are two potential barriers to treatment with tucatinib and trastuzumab for patients with HER2-positive colorectal cancer, hurdles that they would not encounter if they were enrolled in clinical trials.
The first barrier is the requirement for HER2 testing, either through immunohistochemistry or fluorescence in situ hybridization.
“The adoption of HER2 testing in colorectal cancer lags behind other molecular testing, such as testing for KRAS or BRAF, so the provider needs to be aware that HER2 positivity is a possibility,” she said.
The second and more difficult-to-surmount barrier is imposed by the healthcare system. Although the combination is included in National Comprehensive Cancer Network guidelines and, therefore, should not be subject to restrictions or denials by insurers, “the challenge is that this is an oral and IV drug combination,” Dr. Barzi said.
While patients in real-world settings receive intravenous drugs such as trastuzumab in treatment centers, the oral drug component, tucatinib, is dispensed by pharmacies, and patients are often required to shell out high copays for such agents.
Dr. Barzi cited as an example the case of one of her patients who was receiving an oral agent — not tucatinib — for treatment of a different type of colorectal cancer.
“He has very good insurance, and after insurance his out-of-pocket cost on a monthly basis to obtain the drug is $275,” she said.
What’s Next
In colorectal cancer the combination of tucatinib and trastuzumab is approved only in the metastatic setting, but it is also being explored as a first-line therapy in combination with the mFOLFOX6 regimen (5-Fluorouracil, leucovorin, and oxaliplatin) in the MOUNTAINEER-03 trial, which is currently recruiting.
MOUNTAINEER was sponsored by Seagen and Merck. Dr. Strickler reported support from Seagen for the Lancet Oncology manuscript; institutional grants, consulting fees, and travel support from Seagen, and similar relationships with other companies. Dr. Bekaii-Saab reported institutional research and consulting fees from various companies, including Merck, personal consulting fees from various companies, and independent monitoring board/scientific advisory board activities. Dr. Raghav disclosed honoraria and an advisory/consulting role for Seagen and others. Dr. Barzi reported no relevant conflicts of interest.
The Patient Knows Best: Integrating Patient-Reported Outcomes in RA Practice and Research
Patient-reported outcomes (PROs) in rheumatology are not just personal lists of physical complaints or so-called “organ recitals.” In fact, PROs can both guide treatment decisions in daily practice and serve as key endpoints for clinical trials.
That’s the informed opinion of Clifton O. Bingham III, MD, director of the Johns Arthritis Center in Baltimore, Maryland, who discussed clinical and research applications of PROs at the 2024 Rheumatoid Arthritis Research Summit presented by the Arthritis Foundation and the Hospital for Special Surgery in New York City.
“Integrating PROs into practice settings can enhance the clinician’s ability to understand their patients and monitor disease impact, and they are increasingly available for clinical care and are being qualified for outcome measures for clinical trials,” Dr. Bingham said.
“I posit to you that some of this ability to better characterize things like anxiety and depression levels of patients more precisely may help us to identify those patients who are less likely to respond to therapy and may require different interventions than disease-modifying therapies for their disease,” he told the audience.
PRO Examples
The term PRO encompasses a broad range of measures that may include health-related quality of life measures, symptoms and their affects, patient satisfaction, and the patient’s experience with care.
PROs are important for rheumatology care and research because “we now have the capacity to make what we used to think were the subjective experiences of disease more objective. We now have ways that we can put numbers and measurements to the experiences that patients have about their illness and use that information as a way to understand more about the patients who are in front of us and also how their disease changes over time,” Dr. Bingham said.
Patients are the best — or in some cases, the only — judges of many aspects of their health, and they are best suited to report on certain events and outcomes, he said.
PROs that are currently included in core outcome measures used to guide care and in clinical trials in pain scores as reported by visual analog scales; functioning, as measured by the Health Assessment Questionnaire-Disability Index (HAQ-DI); and patient global assessment.
In international qualitative studies in which patients with rheumatoid arthritis (RA) were asked what was most important to them, the usual suspects of pain, function, and fatigue were routinely cited across the studies. But patients in studies from these groups (RAPP-PI, RAID, and OMERACT) also said that other factors important to their well-being included good sleep, enjoyment of life, independence, ability to participate in valued activities, and freedom from emotional distress, Dr. Bingham noted.
The Promise of PROMIS
The science of clinical measurement has advanced dramatically during his career, as Dr. Bingham said.
“There have been significant changes in the science behind how you develop and validate outcomes measures. The fields of clinimetrics and psychometrics have evolved substantially. These are now grounded in what we call ‘modern measurement’ approaches, which focus on item-response theory, constructing interval scales of measurement in things that are very precise in their ability to detect change over time,” he said.
One such measurement instrument is the Patient-Reported Outcome Measurement Information System (PROMIS®), developed at the National Institutes of Health using advanced measurement science.
The system, administered through either computer or paper questionnaires, is designed to improve precision of health-related quality of life assessments in multiple domains, including most domains identified by patients with RA. It uses a T-score metric standardized to the US population.
“You can use this in a disease like rheumatoid arthritis, and you can find out how patients are doing in reference to the normative United States populations,” he said.
Dr. Bingham noted that his team has “very good data” to show that PROMIS system significantly outperforms existing instruments such as the HAQ.
How It Works
The system uses item banks, each with multiple items. For example, there are approximately 150 items for the physical function assessment portion. All the items are scored along a continuum, “from people who are completely disabled to those who can run marathons,” Dr. Bingham said.
Each item on the scale has a question and response component, ranging from “are you able to get in and out of bed?” to “are you able to walk from one room to another?” to “are you able to run 5 miles?”
To evaluate the PROMIS scale, Dr. Bingham and colleagues looked at the distribution of PROMIS T-scores for 1029 patients with RA at their center. The scales showed that patients with RA have higher levels of pain, fatigue, and sleep disturbances, as well as worse physical function, than population norms.
Dr. Bingham and colleagues also evaluated the performance of the system in patients with active RA who were starting on or switching to a different disease-modifying antirheumatic drug (DMARD). As they reported in 2019, among 106 participants who completed the 12-week study, all PROMIS scores improved after DMARD initiation (P ≤ .05). In addition, except for the depression domain, changes in all assessed PROMIS measures correlated with changes in Clinical Disease Activity Index scores.
To see whether integrating PROs into routine clinics could have an effect on care, Dr. Bingham and colleagues conducted a prospective cohort study, which showed that with the additional patient-reported data, clinicians changed or adjusted RA treatment in 16%-19% of visits, identified new symptoms in 27%-38%, and suggested nonpharmacologic interventions in 4%-11%.
“This is information that’s being used, and it’s going into changing medical decision making,” he said.
Summarizing his work, Dr. Bingham told the audience “I hope that I have convinced you that patients with RA prioritize domains that are impacted by their disease. PROMIS measures are really state-of-the-science methods to evaluate multiple aspects of health-related quality of life, and what I’ll note to you is that these have been translated into multiple languages internationally. There are Spanish-language versions, there are Chinese language versions, there are versions for every country in the [European Union] that have been validated and can be used.”
It’s a Start
In the Q & A following the presentation, Daniel H. Solomon, MD, MPH, from Brigham and Women’s Hospital in Boston, commented that “the measurement issues and automating measurements seems like it’s a fundamental practice issue — how to manage the system and how to manage patients better, and I feel like we’re kind of scratching the surface.”
He said that artificial intelligence and PROs in clinic offer some promise for improving care but added that “we can do better than this. We can figure out better systems for measuring PROs: Having patients measure PROs, having patients tell us about their PROs so they don’t have to come in, or coming in only when they need to come in, when they’re really flaring. There are lots of innovative ways of thinking about these tools, and it feels like we’re kind of on the cusp of really taking advantage.”
Dr. Bingham’s work is supported by the Patient-Centered Outcomes Research Institute, National Institutes of Health, Ira T. Fine Discovery Fund, Johns Hopkins Arthritis Center Discovery Fund, Camille J. Morgan Arthritis Research and Education Fund, and Scheer Family Foundation and Joanne and John Rogers. He disclosed consulting for AbbVie, Janssen, Lilly, and Sanofi and serving as a board member of the PROMIS health organization, co-chair of the Omeract Technical Advisory Group, and member of the C-PATH RA PRO working group. Dr. Solomon had no relevant disclosures.
A version of this article appeared on Medscape.com.
Patient-reported outcomes (PROs) in rheumatology are not just personal lists of physical complaints or so-called “organ recitals.” In fact, PROs can both guide treatment decisions in daily practice and serve as key endpoints for clinical trials.
That’s the informed opinion of Clifton O. Bingham III, MD, director of the Johns Arthritis Center in Baltimore, Maryland, who discussed clinical and research applications of PROs at the 2024 Rheumatoid Arthritis Research Summit presented by the Arthritis Foundation and the Hospital for Special Surgery in New York City.
“Integrating PROs into practice settings can enhance the clinician’s ability to understand their patients and monitor disease impact, and they are increasingly available for clinical care and are being qualified for outcome measures for clinical trials,” Dr. Bingham said.
“I posit to you that some of this ability to better characterize things like anxiety and depression levels of patients more precisely may help us to identify those patients who are less likely to respond to therapy and may require different interventions than disease-modifying therapies for their disease,” he told the audience.
PRO Examples
The term PRO encompasses a broad range of measures that may include health-related quality of life measures, symptoms and their affects, patient satisfaction, and the patient’s experience with care.
PROs are important for rheumatology care and research because “we now have the capacity to make what we used to think were the subjective experiences of disease more objective. We now have ways that we can put numbers and measurements to the experiences that patients have about their illness and use that information as a way to understand more about the patients who are in front of us and also how their disease changes over time,” Dr. Bingham said.
Patients are the best — or in some cases, the only — judges of many aspects of their health, and they are best suited to report on certain events and outcomes, he said.
PROs that are currently included in core outcome measures used to guide care and in clinical trials in pain scores as reported by visual analog scales; functioning, as measured by the Health Assessment Questionnaire-Disability Index (HAQ-DI); and patient global assessment.
In international qualitative studies in which patients with rheumatoid arthritis (RA) were asked what was most important to them, the usual suspects of pain, function, and fatigue were routinely cited across the studies. But patients in studies from these groups (RAPP-PI, RAID, and OMERACT) also said that other factors important to their well-being included good sleep, enjoyment of life, independence, ability to participate in valued activities, and freedom from emotional distress, Dr. Bingham noted.
The Promise of PROMIS
The science of clinical measurement has advanced dramatically during his career, as Dr. Bingham said.
“There have been significant changes in the science behind how you develop and validate outcomes measures. The fields of clinimetrics and psychometrics have evolved substantially. These are now grounded in what we call ‘modern measurement’ approaches, which focus on item-response theory, constructing interval scales of measurement in things that are very precise in their ability to detect change over time,” he said.
One such measurement instrument is the Patient-Reported Outcome Measurement Information System (PROMIS®), developed at the National Institutes of Health using advanced measurement science.
The system, administered through either computer or paper questionnaires, is designed to improve precision of health-related quality of life assessments in multiple domains, including most domains identified by patients with RA. It uses a T-score metric standardized to the US population.
“You can use this in a disease like rheumatoid arthritis, and you can find out how patients are doing in reference to the normative United States populations,” he said.
Dr. Bingham noted that his team has “very good data” to show that PROMIS system significantly outperforms existing instruments such as the HAQ.
How It Works
The system uses item banks, each with multiple items. For example, there are approximately 150 items for the physical function assessment portion. All the items are scored along a continuum, “from people who are completely disabled to those who can run marathons,” Dr. Bingham said.
Each item on the scale has a question and response component, ranging from “are you able to get in and out of bed?” to “are you able to walk from one room to another?” to “are you able to run 5 miles?”
To evaluate the PROMIS scale, Dr. Bingham and colleagues looked at the distribution of PROMIS T-scores for 1029 patients with RA at their center. The scales showed that patients with RA have higher levels of pain, fatigue, and sleep disturbances, as well as worse physical function, than population norms.
Dr. Bingham and colleagues also evaluated the performance of the system in patients with active RA who were starting on or switching to a different disease-modifying antirheumatic drug (DMARD). As they reported in 2019, among 106 participants who completed the 12-week study, all PROMIS scores improved after DMARD initiation (P ≤ .05). In addition, except for the depression domain, changes in all assessed PROMIS measures correlated with changes in Clinical Disease Activity Index scores.
To see whether integrating PROs into routine clinics could have an effect on care, Dr. Bingham and colleagues conducted a prospective cohort study, which showed that with the additional patient-reported data, clinicians changed or adjusted RA treatment in 16%-19% of visits, identified new symptoms in 27%-38%, and suggested nonpharmacologic interventions in 4%-11%.
“This is information that’s being used, and it’s going into changing medical decision making,” he said.
Summarizing his work, Dr. Bingham told the audience “I hope that I have convinced you that patients with RA prioritize domains that are impacted by their disease. PROMIS measures are really state-of-the-science methods to evaluate multiple aspects of health-related quality of life, and what I’ll note to you is that these have been translated into multiple languages internationally. There are Spanish-language versions, there are Chinese language versions, there are versions for every country in the [European Union] that have been validated and can be used.”
It’s a Start
In the Q & A following the presentation, Daniel H. Solomon, MD, MPH, from Brigham and Women’s Hospital in Boston, commented that “the measurement issues and automating measurements seems like it’s a fundamental practice issue — how to manage the system and how to manage patients better, and I feel like we’re kind of scratching the surface.”
He said that artificial intelligence and PROs in clinic offer some promise for improving care but added that “we can do better than this. We can figure out better systems for measuring PROs: Having patients measure PROs, having patients tell us about their PROs so they don’t have to come in, or coming in only when they need to come in, when they’re really flaring. There are lots of innovative ways of thinking about these tools, and it feels like we’re kind of on the cusp of really taking advantage.”
Dr. Bingham’s work is supported by the Patient-Centered Outcomes Research Institute, National Institutes of Health, Ira T. Fine Discovery Fund, Johns Hopkins Arthritis Center Discovery Fund, Camille J. Morgan Arthritis Research and Education Fund, and Scheer Family Foundation and Joanne and John Rogers. He disclosed consulting for AbbVie, Janssen, Lilly, and Sanofi and serving as a board member of the PROMIS health organization, co-chair of the Omeract Technical Advisory Group, and member of the C-PATH RA PRO working group. Dr. Solomon had no relevant disclosures.
A version of this article appeared on Medscape.com.
Patient-reported outcomes (PROs) in rheumatology are not just personal lists of physical complaints or so-called “organ recitals.” In fact, PROs can both guide treatment decisions in daily practice and serve as key endpoints for clinical trials.
That’s the informed opinion of Clifton O. Bingham III, MD, director of the Johns Arthritis Center in Baltimore, Maryland, who discussed clinical and research applications of PROs at the 2024 Rheumatoid Arthritis Research Summit presented by the Arthritis Foundation and the Hospital for Special Surgery in New York City.
“Integrating PROs into practice settings can enhance the clinician’s ability to understand their patients and monitor disease impact, and they are increasingly available for clinical care and are being qualified for outcome measures for clinical trials,” Dr. Bingham said.
“I posit to you that some of this ability to better characterize things like anxiety and depression levels of patients more precisely may help us to identify those patients who are less likely to respond to therapy and may require different interventions than disease-modifying therapies for their disease,” he told the audience.
PRO Examples
The term PRO encompasses a broad range of measures that may include health-related quality of life measures, symptoms and their affects, patient satisfaction, and the patient’s experience with care.
PROs are important for rheumatology care and research because “we now have the capacity to make what we used to think were the subjective experiences of disease more objective. We now have ways that we can put numbers and measurements to the experiences that patients have about their illness and use that information as a way to understand more about the patients who are in front of us and also how their disease changes over time,” Dr. Bingham said.
Patients are the best — or in some cases, the only — judges of many aspects of their health, and they are best suited to report on certain events and outcomes, he said.
PROs that are currently included in core outcome measures used to guide care and in clinical trials in pain scores as reported by visual analog scales; functioning, as measured by the Health Assessment Questionnaire-Disability Index (HAQ-DI); and patient global assessment.
In international qualitative studies in which patients with rheumatoid arthritis (RA) were asked what was most important to them, the usual suspects of pain, function, and fatigue were routinely cited across the studies. But patients in studies from these groups (RAPP-PI, RAID, and OMERACT) also said that other factors important to their well-being included good sleep, enjoyment of life, independence, ability to participate in valued activities, and freedom from emotional distress, Dr. Bingham noted.
The Promise of PROMIS
The science of clinical measurement has advanced dramatically during his career, as Dr. Bingham said.
“There have been significant changes in the science behind how you develop and validate outcomes measures. The fields of clinimetrics and psychometrics have evolved substantially. These are now grounded in what we call ‘modern measurement’ approaches, which focus on item-response theory, constructing interval scales of measurement in things that are very precise in their ability to detect change over time,” he said.
One such measurement instrument is the Patient-Reported Outcome Measurement Information System (PROMIS®), developed at the National Institutes of Health using advanced measurement science.
The system, administered through either computer or paper questionnaires, is designed to improve precision of health-related quality of life assessments in multiple domains, including most domains identified by patients with RA. It uses a T-score metric standardized to the US population.
“You can use this in a disease like rheumatoid arthritis, and you can find out how patients are doing in reference to the normative United States populations,” he said.
Dr. Bingham noted that his team has “very good data” to show that PROMIS system significantly outperforms existing instruments such as the HAQ.
How It Works
The system uses item banks, each with multiple items. For example, there are approximately 150 items for the physical function assessment portion. All the items are scored along a continuum, “from people who are completely disabled to those who can run marathons,” Dr. Bingham said.
Each item on the scale has a question and response component, ranging from “are you able to get in and out of bed?” to “are you able to walk from one room to another?” to “are you able to run 5 miles?”
To evaluate the PROMIS scale, Dr. Bingham and colleagues looked at the distribution of PROMIS T-scores for 1029 patients with RA at their center. The scales showed that patients with RA have higher levels of pain, fatigue, and sleep disturbances, as well as worse physical function, than population norms.
Dr. Bingham and colleagues also evaluated the performance of the system in patients with active RA who were starting on or switching to a different disease-modifying antirheumatic drug (DMARD). As they reported in 2019, among 106 participants who completed the 12-week study, all PROMIS scores improved after DMARD initiation (P ≤ .05). In addition, except for the depression domain, changes in all assessed PROMIS measures correlated with changes in Clinical Disease Activity Index scores.
To see whether integrating PROs into routine clinics could have an effect on care, Dr. Bingham and colleagues conducted a prospective cohort study, which showed that with the additional patient-reported data, clinicians changed or adjusted RA treatment in 16%-19% of visits, identified new symptoms in 27%-38%, and suggested nonpharmacologic interventions in 4%-11%.
“This is information that’s being used, and it’s going into changing medical decision making,” he said.
Summarizing his work, Dr. Bingham told the audience “I hope that I have convinced you that patients with RA prioritize domains that are impacted by their disease. PROMIS measures are really state-of-the-science methods to evaluate multiple aspects of health-related quality of life, and what I’ll note to you is that these have been translated into multiple languages internationally. There are Spanish-language versions, there are Chinese language versions, there are versions for every country in the [European Union] that have been validated and can be used.”
It’s a Start
In the Q & A following the presentation, Daniel H. Solomon, MD, MPH, from Brigham and Women’s Hospital in Boston, commented that “the measurement issues and automating measurements seems like it’s a fundamental practice issue — how to manage the system and how to manage patients better, and I feel like we’re kind of scratching the surface.”
He said that artificial intelligence and PROs in clinic offer some promise for improving care but added that “we can do better than this. We can figure out better systems for measuring PROs: Having patients measure PROs, having patients tell us about their PROs so they don’t have to come in, or coming in only when they need to come in, when they’re really flaring. There are lots of innovative ways of thinking about these tools, and it feels like we’re kind of on the cusp of really taking advantage.”
Dr. Bingham’s work is supported by the Patient-Centered Outcomes Research Institute, National Institutes of Health, Ira T. Fine Discovery Fund, Johns Hopkins Arthritis Center Discovery Fund, Camille J. Morgan Arthritis Research and Education Fund, and Scheer Family Foundation and Joanne and John Rogers. He disclosed consulting for AbbVie, Janssen, Lilly, and Sanofi and serving as a board member of the PROMIS health organization, co-chair of the Omeract Technical Advisory Group, and member of the C-PATH RA PRO working group. Dr. Solomon had no relevant disclosures.
A version of this article appeared on Medscape.com.
FROM RA SUMMIT 2024
Mining EHRs with AI to Predict RA Outcomes: Coming to You Soon?
Rheumatologists and their staff have been dutifully recording disease activity and patient-reported outcomes for decades, and now, all that drudgery is beginning to pay off with the introduction of artificial intelligence (AI) and natural language processing systems that can mine electronic health records (EHRs) for nuggets of research gold and accurately predict short-term rheumatoid arthritis (RA) outcomes.
“I think we have learned from our very early experiments that longitudinal deep learning models can forecast rheumatoid arthritis [RA] outcomes with actually surprising efficiency, with fewer patients than we assumed would be needed,” said Jinoos Yazdany, MD, MPH, chief of rheumatology at Zuckerberg San Francisco General Hospital and Trauma Center, and codirector of the University of California San Francisco (UCSF) Quality and Informatics Lab.
At the 2024 Rheumatoid Arthritis Research Summit (RA Summit 2024), presented by the Arthritis Foundation and the Hospital for Special Surgery in New York City, Dr. Yazdany discussed why rheumatologists are well positioned to take advantage of predictive analytics and how natural language processing systems can be used to extract previously hard-to-find data from EHRs, which can then be applied to RA prognostics and research.
Data Galore
EHR data can be particularly useful for RA research because of the large volume of information, clinical data such as notes and imaging, less selection bias compared with other data sources such as cohorts or randomized controlled trials, real-time access, and the fact that many records contain longitudinal data (follow-ups, etc.).
However, EHR data may have gaps or inaccurate coding, and data such as text and images may require significant data processing and scrubbing before it can be used to advance research. In addition, EHR data are subject to patient privacy and security concerns, can be plagued by incompatibility across different systems, and may not represent patients who have less access to care, Dr. Yazdany said.
She noted that most rheumatologists record some measure of RA disease activity and patient physical function, and that patient-reported outcomes have been routinely incorporated into clinical records, especially since the 1980 introduction of the Health Assessment Questionnaire.
“In rheumatology, by achieving consensus and building a national quality measurement program, we have a cohesive national RA outcome measure selection strategy. RA outcomes are available for a majority of patients seen by rheumatologists, and that’s a critical strength of EHR data,” she said.
Spinning Text Into Analytics
The challenge for investigators who want to use this treasure trove of RA data is that more than 80% of the data are in the form of text, which raises questions about how to best extract outcomes data and drug dosing information from the written record.
As described in an article published online in Arthritis Care & Research February 14, 2023, Dr. Yazdany and colleagues at UCSF and Stanford University developed a natural language processing “pipeline” designed to extract RA outcomes from clinical notes on all patients included in the American College of Rheumatology’s Rheumatology Informatics System for Effectiveness (RISE) registry.
The model used expert-curated terms and a text processing tool to identify patterns and numerical scores linked to outcome measures in the records.
“This was an enormously difficult and ambitious project because we had many, many sites, the data was very messy, we had very complicated [independent review board] procedures, and we actually had to go through de-identification procedures because we were using this data for research, so we learned a lot,” Dr. Yazdany said.
The model processed 34 million notes on 854,628 patients across 158 practices and 24 different EHR systems.
In internal validation studies, the models had 95% sensitivity, 87% positive predictive value (PPV), and an F1 score (a measure of predictive performance) of 91%. Applying the model to an EHR from a large, non-RISE health system for external validation, the natural language processing pipeline had a 92% sensitivity, 69% PPV, and an F1 score of 79%.
The investigators also looked at the use of OpenAI large language models, including GPT 3.5 and 4 to interpret complex prescription orders and found that after training with 100 examples, GPT 4 was able to correctly interpret 95.6% of orders. But this experiment came at a high computational and financial cost, with one experiment running north of $3000, Dr. Yazdany cautioned.
Predicting Outcomes
Experiments to see whether an AI system can forecast RA disease activity at the next clinic visit are in their early stages.
Dr. Yazdany and colleagues used EHR data from UCSF and Zuckerberg San Francisco General Hospital on patients with two RA diagnostic codes at 30 days apart, who had at least one disease-modifying antirheumatic drug prescription and two Clinical Disease Activity Index (CDAI) scores 30 days apart.
One model, designed to predict CDAI at the next visit by “playing the odds” based on clinical experience, showed that about 60% of patients at UCSF achieved treat-to-target goals, while the remaining 40% did not.
This model performed barely better than pure chance, with an area under the receiver operating characteristic curve (AUC) of 0.54.
A second model that included the patient’s last CDAI score also fared little better than a roll of the dice, with an AUC of 0.55.
However, a neural network or “deep learning” model designed to process data akin to the way that the human brain works performed much better at predicting outcomes at the second visit, with an AUC of 0.91.
Applying the UCSF-trained neural network model to the Zuckerberg San Francisco General Hospital population, with different patient characteristics from those of UCSF, the AUC was 0.74. Although this result was not as good as that seen when applied to UCSF patients, it demonstrated that the model retains some predictive capability across different hospital systems, Dr. Yazdany said.
The next steps, she said, are to build more robust models based on vast and varied patient data pools that will allow the predictive models to be generalized across various healthcare settings.
The Here and Now
In the Q & A following the presentation, an audience member said that the study was “very cool stuff.”
“Is there a way to sort of get ahead and think of the technology that we’re starting to pilot? Hospitals are already using AI scribes, for example, to collect the data that is going to make it much easier to feed it to the predictive analytics that we’re going to use,” she said.
Dr. Yazdany replied that “over the last couple of years, one of the projects that we’ve worked on is to interview rheumatologists who are participating in the RISE registry about the ways that they are collecting [patient-reported outcomes], and it has been fascinating: A vast majority of people are still using paper forms.”
“The challenge is that our patient populations are very diverse. Technology, and especially filling out forms via online platforms, doesn’t work for everybody, and in some ways, filling out the paper forms when you go to the doctor’s office is a great equalizer. So, I think that we have some real challenges, and the solutions have to be embedded in the real world,” she added.
Dr. Yazdany’s research was supported by grants from the Agency for Healthcare Research & Quality and the National Institutes of Health. She disclosed consulting fees and/or research support from AstraZeneca, Aurinia, Bristol Myers Squibb, Gilead, and Pfizer.
A version of this article appeared on Medscape.com.
Rheumatologists and their staff have been dutifully recording disease activity and patient-reported outcomes for decades, and now, all that drudgery is beginning to pay off with the introduction of artificial intelligence (AI) and natural language processing systems that can mine electronic health records (EHRs) for nuggets of research gold and accurately predict short-term rheumatoid arthritis (RA) outcomes.
“I think we have learned from our very early experiments that longitudinal deep learning models can forecast rheumatoid arthritis [RA] outcomes with actually surprising efficiency, with fewer patients than we assumed would be needed,” said Jinoos Yazdany, MD, MPH, chief of rheumatology at Zuckerberg San Francisco General Hospital and Trauma Center, and codirector of the University of California San Francisco (UCSF) Quality and Informatics Lab.
At the 2024 Rheumatoid Arthritis Research Summit (RA Summit 2024), presented by the Arthritis Foundation and the Hospital for Special Surgery in New York City, Dr. Yazdany discussed why rheumatologists are well positioned to take advantage of predictive analytics and how natural language processing systems can be used to extract previously hard-to-find data from EHRs, which can then be applied to RA prognostics and research.
Data Galore
EHR data can be particularly useful for RA research because of the large volume of information, clinical data such as notes and imaging, less selection bias compared with other data sources such as cohorts or randomized controlled trials, real-time access, and the fact that many records contain longitudinal data (follow-ups, etc.).
However, EHR data may have gaps or inaccurate coding, and data such as text and images may require significant data processing and scrubbing before it can be used to advance research. In addition, EHR data are subject to patient privacy and security concerns, can be plagued by incompatibility across different systems, and may not represent patients who have less access to care, Dr. Yazdany said.
She noted that most rheumatologists record some measure of RA disease activity and patient physical function, and that patient-reported outcomes have been routinely incorporated into clinical records, especially since the 1980 introduction of the Health Assessment Questionnaire.
“In rheumatology, by achieving consensus and building a national quality measurement program, we have a cohesive national RA outcome measure selection strategy. RA outcomes are available for a majority of patients seen by rheumatologists, and that’s a critical strength of EHR data,” she said.
Spinning Text Into Analytics
The challenge for investigators who want to use this treasure trove of RA data is that more than 80% of the data are in the form of text, which raises questions about how to best extract outcomes data and drug dosing information from the written record.
As described in an article published online in Arthritis Care & Research February 14, 2023, Dr. Yazdany and colleagues at UCSF and Stanford University developed a natural language processing “pipeline” designed to extract RA outcomes from clinical notes on all patients included in the American College of Rheumatology’s Rheumatology Informatics System for Effectiveness (RISE) registry.
The model used expert-curated terms and a text processing tool to identify patterns and numerical scores linked to outcome measures in the records.
“This was an enormously difficult and ambitious project because we had many, many sites, the data was very messy, we had very complicated [independent review board] procedures, and we actually had to go through de-identification procedures because we were using this data for research, so we learned a lot,” Dr. Yazdany said.
The model processed 34 million notes on 854,628 patients across 158 practices and 24 different EHR systems.
In internal validation studies, the models had 95% sensitivity, 87% positive predictive value (PPV), and an F1 score (a measure of predictive performance) of 91%. Applying the model to an EHR from a large, non-RISE health system for external validation, the natural language processing pipeline had a 92% sensitivity, 69% PPV, and an F1 score of 79%.
The investigators also looked at the use of OpenAI large language models, including GPT 3.5 and 4 to interpret complex prescription orders and found that after training with 100 examples, GPT 4 was able to correctly interpret 95.6% of orders. But this experiment came at a high computational and financial cost, with one experiment running north of $3000, Dr. Yazdany cautioned.
Predicting Outcomes
Experiments to see whether an AI system can forecast RA disease activity at the next clinic visit are in their early stages.
Dr. Yazdany and colleagues used EHR data from UCSF and Zuckerberg San Francisco General Hospital on patients with two RA diagnostic codes at 30 days apart, who had at least one disease-modifying antirheumatic drug prescription and two Clinical Disease Activity Index (CDAI) scores 30 days apart.
One model, designed to predict CDAI at the next visit by “playing the odds” based on clinical experience, showed that about 60% of patients at UCSF achieved treat-to-target goals, while the remaining 40% did not.
This model performed barely better than pure chance, with an area under the receiver operating characteristic curve (AUC) of 0.54.
A second model that included the patient’s last CDAI score also fared little better than a roll of the dice, with an AUC of 0.55.
However, a neural network or “deep learning” model designed to process data akin to the way that the human brain works performed much better at predicting outcomes at the second visit, with an AUC of 0.91.
Applying the UCSF-trained neural network model to the Zuckerberg San Francisco General Hospital population, with different patient characteristics from those of UCSF, the AUC was 0.74. Although this result was not as good as that seen when applied to UCSF patients, it demonstrated that the model retains some predictive capability across different hospital systems, Dr. Yazdany said.
The next steps, she said, are to build more robust models based on vast and varied patient data pools that will allow the predictive models to be generalized across various healthcare settings.
The Here and Now
In the Q & A following the presentation, an audience member said that the study was “very cool stuff.”
“Is there a way to sort of get ahead and think of the technology that we’re starting to pilot? Hospitals are already using AI scribes, for example, to collect the data that is going to make it much easier to feed it to the predictive analytics that we’re going to use,” she said.
Dr. Yazdany replied that “over the last couple of years, one of the projects that we’ve worked on is to interview rheumatologists who are participating in the RISE registry about the ways that they are collecting [patient-reported outcomes], and it has been fascinating: A vast majority of people are still using paper forms.”
“The challenge is that our patient populations are very diverse. Technology, and especially filling out forms via online platforms, doesn’t work for everybody, and in some ways, filling out the paper forms when you go to the doctor’s office is a great equalizer. So, I think that we have some real challenges, and the solutions have to be embedded in the real world,” she added.
Dr. Yazdany’s research was supported by grants from the Agency for Healthcare Research & Quality and the National Institutes of Health. She disclosed consulting fees and/or research support from AstraZeneca, Aurinia, Bristol Myers Squibb, Gilead, and Pfizer.
A version of this article appeared on Medscape.com.
Rheumatologists and their staff have been dutifully recording disease activity and patient-reported outcomes for decades, and now, all that drudgery is beginning to pay off with the introduction of artificial intelligence (AI) and natural language processing systems that can mine electronic health records (EHRs) for nuggets of research gold and accurately predict short-term rheumatoid arthritis (RA) outcomes.
“I think we have learned from our very early experiments that longitudinal deep learning models can forecast rheumatoid arthritis [RA] outcomes with actually surprising efficiency, with fewer patients than we assumed would be needed,” said Jinoos Yazdany, MD, MPH, chief of rheumatology at Zuckerberg San Francisco General Hospital and Trauma Center, and codirector of the University of California San Francisco (UCSF) Quality and Informatics Lab.
At the 2024 Rheumatoid Arthritis Research Summit (RA Summit 2024), presented by the Arthritis Foundation and the Hospital for Special Surgery in New York City, Dr. Yazdany discussed why rheumatologists are well positioned to take advantage of predictive analytics and how natural language processing systems can be used to extract previously hard-to-find data from EHRs, which can then be applied to RA prognostics and research.
Data Galore
EHR data can be particularly useful for RA research because of the large volume of information, clinical data such as notes and imaging, less selection bias compared with other data sources such as cohorts or randomized controlled trials, real-time access, and the fact that many records contain longitudinal data (follow-ups, etc.).
However, EHR data may have gaps or inaccurate coding, and data such as text and images may require significant data processing and scrubbing before it can be used to advance research. In addition, EHR data are subject to patient privacy and security concerns, can be plagued by incompatibility across different systems, and may not represent patients who have less access to care, Dr. Yazdany said.
She noted that most rheumatologists record some measure of RA disease activity and patient physical function, and that patient-reported outcomes have been routinely incorporated into clinical records, especially since the 1980 introduction of the Health Assessment Questionnaire.
“In rheumatology, by achieving consensus and building a national quality measurement program, we have a cohesive national RA outcome measure selection strategy. RA outcomes are available for a majority of patients seen by rheumatologists, and that’s a critical strength of EHR data,” she said.
Spinning Text Into Analytics
The challenge for investigators who want to use this treasure trove of RA data is that more than 80% of the data are in the form of text, which raises questions about how to best extract outcomes data and drug dosing information from the written record.
As described in an article published online in Arthritis Care & Research February 14, 2023, Dr. Yazdany and colleagues at UCSF and Stanford University developed a natural language processing “pipeline” designed to extract RA outcomes from clinical notes on all patients included in the American College of Rheumatology’s Rheumatology Informatics System for Effectiveness (RISE) registry.
The model used expert-curated terms and a text processing tool to identify patterns and numerical scores linked to outcome measures in the records.
“This was an enormously difficult and ambitious project because we had many, many sites, the data was very messy, we had very complicated [independent review board] procedures, and we actually had to go through de-identification procedures because we were using this data for research, so we learned a lot,” Dr. Yazdany said.
The model processed 34 million notes on 854,628 patients across 158 practices and 24 different EHR systems.
In internal validation studies, the models had 95% sensitivity, 87% positive predictive value (PPV), and an F1 score (a measure of predictive performance) of 91%. Applying the model to an EHR from a large, non-RISE health system for external validation, the natural language processing pipeline had a 92% sensitivity, 69% PPV, and an F1 score of 79%.
The investigators also looked at the use of OpenAI large language models, including GPT 3.5 and 4 to interpret complex prescription orders and found that after training with 100 examples, GPT 4 was able to correctly interpret 95.6% of orders. But this experiment came at a high computational and financial cost, with one experiment running north of $3000, Dr. Yazdany cautioned.
Predicting Outcomes
Experiments to see whether an AI system can forecast RA disease activity at the next clinic visit are in their early stages.
Dr. Yazdany and colleagues used EHR data from UCSF and Zuckerberg San Francisco General Hospital on patients with two RA diagnostic codes at 30 days apart, who had at least one disease-modifying antirheumatic drug prescription and two Clinical Disease Activity Index (CDAI) scores 30 days apart.
One model, designed to predict CDAI at the next visit by “playing the odds” based on clinical experience, showed that about 60% of patients at UCSF achieved treat-to-target goals, while the remaining 40% did not.
This model performed barely better than pure chance, with an area under the receiver operating characteristic curve (AUC) of 0.54.
A second model that included the patient’s last CDAI score also fared little better than a roll of the dice, with an AUC of 0.55.
However, a neural network or “deep learning” model designed to process data akin to the way that the human brain works performed much better at predicting outcomes at the second visit, with an AUC of 0.91.
Applying the UCSF-trained neural network model to the Zuckerberg San Francisco General Hospital population, with different patient characteristics from those of UCSF, the AUC was 0.74. Although this result was not as good as that seen when applied to UCSF patients, it demonstrated that the model retains some predictive capability across different hospital systems, Dr. Yazdany said.
The next steps, she said, are to build more robust models based on vast and varied patient data pools that will allow the predictive models to be generalized across various healthcare settings.
The Here and Now
In the Q & A following the presentation, an audience member said that the study was “very cool stuff.”
“Is there a way to sort of get ahead and think of the technology that we’re starting to pilot? Hospitals are already using AI scribes, for example, to collect the data that is going to make it much easier to feed it to the predictive analytics that we’re going to use,” she said.
Dr. Yazdany replied that “over the last couple of years, one of the projects that we’ve worked on is to interview rheumatologists who are participating in the RISE registry about the ways that they are collecting [patient-reported outcomes], and it has been fascinating: A vast majority of people are still using paper forms.”
“The challenge is that our patient populations are very diverse. Technology, and especially filling out forms via online platforms, doesn’t work for everybody, and in some ways, filling out the paper forms when you go to the doctor’s office is a great equalizer. So, I think that we have some real challenges, and the solutions have to be embedded in the real world,” she added.
Dr. Yazdany’s research was supported by grants from the Agency for Healthcare Research & Quality and the National Institutes of Health. She disclosed consulting fees and/or research support from AstraZeneca, Aurinia, Bristol Myers Squibb, Gilead, and Pfizer.
A version of this article appeared on Medscape.com.
FROM RA SUMMIT 2024