Could mobile technology help patients with chronic obstructive pulmonary disease (COPD) who may not seek care until they experience an exacerbation? A recent study found a wearable device and mobile app were deemed useful by patients with COPD to aid in the management of their condition, based on data from 26 adults who used devices and apps for 6 months.

Self-management interventions for COPD can potentially improve quality of life and reduce hospitalizations, wrote Robert Wu, MD, associate professor in the Department of Medicine at the University of Toronto, and colleagues. However, data on the use of devices and apps to manage COPD by providing reminders for self-care, predicting early exacerbations, and facilitating communication with healthcare providers are limited, they said.

In a study published in COPD: Journal of Chronic Obstructive Pulmonary Disease, the researchers reported details from interviews with 26 adult patients with COPD who used a wearable device and app for 6 months to help manage their condition. The interviews were part of a larger cohort study.

“The motivation for this study was to understand the patient perspective on using wearables to help support their chronic lung condition,” Dr. Wu said in an interview. “People with COPD can be at high risk of being admitted to hospital, so it is important to see if innovative technology like wearables or remote monitoring can help them,” he said.

Individuals with COPD tend to be older and less technologically adept, and they may be less willing to adopt new technology, he added. “We wanted to understand what would make people use a self-management app,” he said.

On enrollment in the study, patients received a smartwatch and a smartphone with a preinstalled app for COPD management. The app included daily reminders to take medication, perform guided breathing sessions, check blood oxygen on the smartwatch or an oximeter, and complete a symptom questionnaire. The app also allowed participants to record when they exercised and provided feedback on heart rate and daily activity, including passive step counts. Participants earned stars for meeting daily exercise goals of active minutes and total steps.

Participants received training in the use of the app from members of the research team and completed semi-structured interviews after using the items for 6 months.

The researchers divided their findings into four main themes: information, support and reassurance; barriers to adoption; impact on communication with healthcare providers; and opportunities for improvement.

Overall, most patients reported that the feedback they received through the app was useful. In particular, participants reported that the app and smartwatch provided reassurance and feedback about stable vitals during exercise, which encouraged some to adhere to regular exercise routines. Approximately two thirds (65%) said that the daily exercise reminders were motivational. In addition, 20% reported that they interpreted vital data, including heart rate, as a signal to slow down.

Participants rated medication reminders and the option to create an action plan for COPD management as the least useful features; 69% said that they already had medication reminders in place.

A total of four patients experienced technical difficulties with the app that kept it from impacting their disease management. Some of the suggestions from participants for improvement included adding information about food intake, weight, blood pressure, and temperature to the health information being tracked, as well as restoring the oxygen saturation measure, which had been disabled because of accuracy concerns. Barriers to use of the device and app included the bulkiness of the device as well as the reported technical malfunctions.

The findings were limited by several factors, including the small sample size and likely focus on early adopters of technology, which may not represent most patients with COPD, the researchers noted. Other limitations included the recruitment of most patients after the start of the COVID-19 pandemic, which may have affected their experience and also limited the assessment of the app on communication with healthcare providers, the researchers noted. The study also did not address financial or social barriers.

However, the results suggest that patients with COPD identified the potential value of wearable devices for disease management and that improved technology could promote patient empowerment and lifestyle changes, the researchers concluded.
 

Technology Can Augment Care and Connections 

“As clinicians and researchers, we have ideas about what patients would want, but it is always better to get their feedback of what they really want and what they would use,” Dr. Wu told this news organization. “We thought older adults with COPD would be less likely to engage with the technology. We found that many wanted to have their data to help make connections with their condition, and some purchased smartwatches after the study to make these connections,” he said.

The takeaway message from the current study is that people with COPD may benefit from self-management apps, but they would like to use them in collaboration with their healthcare team, said Dr. Wu. “Clinicians may see more of their patients bringing in data from wearables and apps,” he noted.

Concerns persist that using technology to help support people with COPD could increase the “digital divide” and that those with lower digital literacy, financial insecurity, or English as a second language could be left behind, and it is important to remain attentive to equity in pursuing the use of devices and apps, Dr. Wu told this news organization.

Looking ahead, research involving self-management, remote monitoring, and wearable devices has focused on other conditions such as heart failure and diabetes, and more work is needed to examine how these technologies can improve care for patients with COPD, said Dr. Wu. “We see this study as one important step — to understand what will motivate people to use self-management apps and wearables,” he said.

“Acute exacerbations of COPD are very important events that can alter quality of life, lung function, and even mortality in COPD,” said Nathaniel Marchetti, DO, medical director of the Respiratory Intensive Care Unit at Temple University Hospital, Philadelphia, in an interview.

“Many of these exacerbations are not recognized by clinicians or even patients until they present late and end up in an urgent office visit with a physician or in the emergency room [ER], so addressing exacerbations earlier has the potential to avoid ER visits or hospitalizations,” he said.

The study identified areas for further research, Dr. Marchetti said. “More information would be needed to determine if the use of an app to monitor heart rate, symptoms, and oxygen saturation could alter important outcomes in COPD such as exacerbations,” he noted.

As for limitations, “no one wants to carry two smartphones,” said Dr. Marchetti. “Future devices need to be easy to use and available on the patient’s own phone,” he said. Patients should be able to choose a smartwatch or possibly a bracelet that can be synced to a smartphone, he added. The current study also failed to address what would be done with collected data, such as link them to health professionals who would offer treatment when needed, he said.

Overall, the data from the current study suggest that patients with COPD would like some device that monitors symptoms and vital signs and offers suggestions/incentives to exercise and take medications, Dr. Marchetti told this news organization. “A larger study will be needed that compares how such a device could improve outcomes of COPD; outcomes could include admissions/ER visits, exercise performance, or compliance with medication,” he said. In addition, clinical algorithms for the identification and treatment of acute exacerbations of COPD would be needed, Dr. Marchetti noted. These algorithms would determine whether treatment decisions would be initiated by a clinical team of health professionals or whether clinicians would provide medications that the patients would then decide to take based on data collected on the app, using the investigator-provided algorithms, he said.

The study was supported in part by Samsung Research America (SRA) and was initiated by Dr. Wu with input from SRA, but the company had no role in the methods or results. The study also was supported by grants from the National Natural Science Foundation of China.

Dr. Marchetti had no relevant financial conflicts to disclose.

A version of this article appeared on Medscape.com.

Could mobile technology help patients with chronic obstructive pulmonary disease (COPD) who may not seek care until they experience an exacerbation? A recent study found a wearable device and mobile app were deemed useful by patients with COPD to aid in the management of their condition, based on data from 26 adults who used devices and apps for 6 months.

Self-management interventions for COPD can potentially improve quality of life and reduce hospitalizations, wrote Robert Wu, MD, associate professor in the Department of Medicine at the University of Toronto, and colleagues. However, data on the use of devices and apps to manage COPD by providing reminders for self-care, predicting early exacerbations, and facilitating communication with healthcare providers are limited, they said.

In a study published in COPD: Journal of Chronic Obstructive Pulmonary Disease, the researchers reported details from interviews with 26 adult patients with COPD who used a wearable device and app for 6 months to help manage their condition. The interviews were part of a larger cohort study.

“The motivation for this study was to understand the patient perspective on using wearables to help support their chronic lung condition,” Dr. Wu said in an interview. “People with COPD can be at high risk of being admitted to hospital, so it is important to see if innovative technology like wearables or remote monitoring can help them,” he said.

Individuals with COPD tend to be older and less technologically adept, and they may be less willing to adopt new technology, he added. “We wanted to understand what would make people use a self-management app,” he said.

On enrollment in the study, patients received a smartwatch and a smartphone with a preinstalled app for COPD management. The app included daily reminders to take medication, perform guided breathing sessions, check blood oxygen on the smartwatch or an oximeter, and complete a symptom questionnaire. The app also allowed participants to record when they exercised and provided feedback on heart rate and daily activity, including passive step counts. Participants earned stars for meeting daily exercise goals of active minutes and total steps.

Participants received training in the use of the app from members of the research team and completed semi-structured interviews after using the items for 6 months.

The researchers divided their findings into four main themes: information, support and reassurance; barriers to adoption; impact on communication with healthcare providers; and opportunities for improvement.

Overall, most patients reported that the feedback they received through the app was useful. In particular, participants reported that the app and smartwatch provided reassurance and feedback about stable vitals during exercise, which encouraged some to adhere to regular exercise routines. Approximately two thirds (65%) said that the daily exercise reminders were motivational. In addition, 20% reported that they interpreted vital data, including heart rate, as a signal to slow down.

Participants rated medication reminders and the option to create an action plan for COPD management as the least useful features; 69% said that they already had medication reminders in place.

A total of four patients experienced technical difficulties with the app that kept it from impacting their disease management. Some of the suggestions from participants for improvement included adding information about food intake, weight, blood pressure, and temperature to the health information being tracked, as well as restoring the oxygen saturation measure, which had been disabled because of accuracy concerns. Barriers to use of the device and app included the bulkiness of the device as well as the reported technical malfunctions.

The findings were limited by several factors, including the small sample size and likely focus on early adopters of technology, which may not represent most patients with COPD, the researchers noted. Other limitations included the recruitment of most patients after the start of the COVID-19 pandemic, which may have affected their experience and also limited the assessment of the app on communication with healthcare providers, the researchers noted. The study also did not address financial or social barriers.

However, the results suggest that patients with COPD identified the potential value of wearable devices for disease management and that improved technology could promote patient empowerment and lifestyle changes, the researchers concluded.
 

Technology Can Augment Care and Connections 

“As clinicians and researchers, we have ideas about what patients would want, but it is always better to get their feedback of what they really want and what they would use,” Dr. Wu told this news organization. “We thought older adults with COPD would be less likely to engage with the technology. We found that many wanted to have their data to help make connections with their condition, and some purchased smartwatches after the study to make these connections,” he said.

The takeaway message from the current study is that people with COPD may benefit from self-management apps, but they would like to use them in collaboration with their healthcare team, said Dr. Wu. “Clinicians may see more of their patients bringing in data from wearables and apps,” he noted.

Concerns persist that using technology to help support people with COPD could increase the “digital divide” and that those with lower digital literacy, financial insecurity, or English as a second language could be left behind, and it is important to remain attentive to equity in pursuing the use of devices and apps, Dr. Wu told this news organization.

Looking ahead, research involving self-management, remote monitoring, and wearable devices has focused on other conditions such as heart failure and diabetes, and more work is needed to examine how these technologies can improve care for patients with COPD, said Dr. Wu. “We see this study as one important step — to understand what will motivate people to use self-management apps and wearables,” he said.

“Acute exacerbations of COPD are very important events that can alter quality of life, lung function, and even mortality in COPD,” said Nathaniel Marchetti, DO, medical director of the Respiratory Intensive Care Unit at Temple University Hospital, Philadelphia, in an interview.

“Many of these exacerbations are not recognized by clinicians or even patients until they present late and end up in an urgent office visit with a physician or in the emergency room [ER], so addressing exacerbations earlier has the potential to avoid ER visits or hospitalizations,” he said.

The study identified areas for further research, Dr. Marchetti said. “More information would be needed to determine if the use of an app to monitor heart rate, symptoms, and oxygen saturation could alter important outcomes in COPD such as exacerbations,” he noted.

As for limitations, “no one wants to carry two smartphones,” said Dr. Marchetti. “Future devices need to be easy to use and available on the patient’s own phone,” he said. Patients should be able to choose a smartwatch or possibly a bracelet that can be synced to a smartphone, he added. The current study also failed to address what would be done with collected data, such as link them to health professionals who would offer treatment when needed, he said.

Overall, the data from the current study suggest that patients with COPD would like some device that monitors symptoms and vital signs and offers suggestions/incentives to exercise and take medications, Dr. Marchetti told this news organization. “A larger study will be needed that compares how such a device could improve outcomes of COPD; outcomes could include admissions/ER visits, exercise performance, or compliance with medication,” he said. In addition, clinical algorithms for the identification and treatment of acute exacerbations of COPD would be needed, Dr. Marchetti noted. These algorithms would determine whether treatment decisions would be initiated by a clinical team of health professionals or whether clinicians would provide medications that the patients would then decide to take based on data collected on the app, using the investigator-provided algorithms, he said.

The study was supported in part by Samsung Research America (SRA) and was initiated by Dr. Wu with input from SRA, but the company had no role in the methods or results. The study also was supported by grants from the National Natural Science Foundation of China.

Dr. Marchetti had no relevant financial conflicts to disclose.

A version of this article appeared on Medscape.com.

Could mobile technology help patients with chronic obstructive pulmonary disease (COPD) who may not seek care until they experience an exacerbation? A recent study found a wearable device and mobile app were deemed useful by patients with COPD to aid in the management of their condition, based on data from 26 adults who used devices and apps for 6 months.

Self-management interventions for COPD can potentially improve quality of life and reduce hospitalizations, wrote Robert Wu, MD, associate professor in the Department of Medicine at the University of Toronto, and colleagues. However, data on the use of devices and apps to manage COPD by providing reminders for self-care, predicting early exacerbations, and facilitating communication with healthcare providers are limited, they said.

In a study published in COPD: Journal of Chronic Obstructive Pulmonary Disease, the researchers reported details from interviews with 26 adult patients with COPD who used a wearable device and app for 6 months to help manage their condition. The interviews were part of a larger cohort study.

“The motivation for this study was to understand the patient perspective on using wearables to help support their chronic lung condition,” Dr. Wu said in an interview. “People with COPD can be at high risk of being admitted to hospital, so it is important to see if innovative technology like wearables or remote monitoring can help them,” he said.

Individuals with COPD tend to be older and less technologically adept, and they may be less willing to adopt new technology, he added. “We wanted to understand what would make people use a self-management app,” he said.

On enrollment in the study, patients received a smartwatch and a smartphone with a preinstalled app for COPD management. The app included daily reminders to take medication, perform guided breathing sessions, check blood oxygen on the smartwatch or an oximeter, and complete a symptom questionnaire. The app also allowed participants to record when they exercised and provided feedback on heart rate and daily activity, including passive step counts. Participants earned stars for meeting daily exercise goals of active minutes and total steps.

Participants received training in the use of the app from members of the research team and completed semi-structured interviews after using the items for 6 months.

The researchers divided their findings into four main themes: information, support and reassurance; barriers to adoption; impact on communication with healthcare providers; and opportunities for improvement.

Overall, most patients reported that the feedback they received through the app was useful. In particular, participants reported that the app and smartwatch provided reassurance and feedback about stable vitals during exercise, which encouraged some to adhere to regular exercise routines. Approximately two thirds (65%) said that the daily exercise reminders were motivational. In addition, 20% reported that they interpreted vital data, including heart rate, as a signal to slow down.

Participants rated medication reminders and the option to create an action plan for COPD management as the least useful features; 69% said that they already had medication reminders in place.

A total of four patients experienced technical difficulties with the app that kept it from impacting their disease management. Some of the suggestions from participants for improvement included adding information about food intake, weight, blood pressure, and temperature to the health information being tracked, as well as restoring the oxygen saturation measure, which had been disabled because of accuracy concerns. Barriers to use of the device and app included the bulkiness of the device as well as the reported technical malfunctions.

The findings were limited by several factors, including the small sample size and likely focus on early adopters of technology, which may not represent most patients with COPD, the researchers noted. Other limitations included the recruitment of most patients after the start of the COVID-19 pandemic, which may have affected their experience and also limited the assessment of the app on communication with healthcare providers, the researchers noted. The study also did not address financial or social barriers.

However, the results suggest that patients with COPD identified the potential value of wearable devices for disease management and that improved technology could promote patient empowerment and lifestyle changes, the researchers concluded.
 

Technology Can Augment Care and Connections 

“As clinicians and researchers, we have ideas about what patients would want, but it is always better to get their feedback of what they really want and what they would use,” Dr. Wu told this news organization. “We thought older adults with COPD would be less likely to engage with the technology. We found that many wanted to have their data to help make connections with their condition, and some purchased smartwatches after the study to make these connections,” he said.

The takeaway message from the current study is that people with COPD may benefit from self-management apps, but they would like to use them in collaboration with their healthcare team, said Dr. Wu. “Clinicians may see more of their patients bringing in data from wearables and apps,” he noted.

Concerns persist that using technology to help support people with COPD could increase the “digital divide” and that those with lower digital literacy, financial insecurity, or English as a second language could be left behind, and it is important to remain attentive to equity in pursuing the use of devices and apps, Dr. Wu told this news organization.

Looking ahead, research involving self-management, remote monitoring, and wearable devices has focused on other conditions such as heart failure and diabetes, and more work is needed to examine how these technologies can improve care for patients with COPD, said Dr. Wu. “We see this study as one important step — to understand what will motivate people to use self-management apps and wearables,” he said.

“Acute exacerbations of COPD are very important events that can alter quality of life, lung function, and even mortality in COPD,” said Nathaniel Marchetti, DO, medical director of the Respiratory Intensive Care Unit at Temple University Hospital, Philadelphia, in an interview.

“Many of these exacerbations are not recognized by clinicians or even patients until they present late and end up in an urgent office visit with a physician or in the emergency room [ER], so addressing exacerbations earlier has the potential to avoid ER visits or hospitalizations,” he said.

The study identified areas for further research, Dr. Marchetti said. “More information would be needed to determine if the use of an app to monitor heart rate, symptoms, and oxygen saturation could alter important outcomes in COPD such as exacerbations,” he noted.

As for limitations, “no one wants to carry two smartphones,” said Dr. Marchetti. “Future devices need to be easy to use and available on the patient’s own phone,” he said. Patients should be able to choose a smartwatch or possibly a bracelet that can be synced to a smartphone, he added. The current study also failed to address what would be done with collected data, such as link them to health professionals who would offer treatment when needed, he said.

Overall, the data from the current study suggest that patients with COPD would like some device that monitors symptoms and vital signs and offers suggestions/incentives to exercise and take medications, Dr. Marchetti told this news organization. “A larger study will be needed that compares how such a device could improve outcomes of COPD; outcomes could include admissions/ER visits, exercise performance, or compliance with medication,” he said. In addition, clinical algorithms for the identification and treatment of acute exacerbations of COPD would be needed, Dr. Marchetti noted. These algorithms would determine whether treatment decisions would be initiated by a clinical team of health professionals or whether clinicians would provide medications that the patients would then decide to take based on data collected on the app, using the investigator-provided algorithms, he said.

The study was supported in part by Samsung Research America (SRA) and was initiated by Dr. Wu with input from SRA, but the company had no role in the methods or results. The study also was supported by grants from the National Natural Science Foundation of China.

Dr. Marchetti had no relevant financial conflicts to disclose.

A version of this article appeared on Medscape.com.

TOPLINE:

In patients with type 2 diabetes (T2D), eating more ultraprocessed food (UPF) increased the overall risk for microvascular complications and for diabetic kidney disease in particular. The risk was partly mediated by biomarkers related to body weight, lipid metabolism, and inflammation.

METHODOLOGY:

• A higher intake of UPF increases the risk for T2D and other metabolic morbidities; but whether this leads to an increased risk for diabetic microvascular complications remains largely unexplored.
• Researchers evaluated the association between the intake of UPF and the risk for diabetic microvascular complications in a prospective cohort of 5685 participants with T2D (mean age, 59.7 years; 63.8% men) from the UK Biobank.
• Dietary information of participants was collected with a web-based 24-hour dietary recall tool that recorded the frequency of consumption of 206 foods and 32 beverages.
• Researchers found five patterns that accounted for one third of UPF intake variation by estimated weight (not calories): Bread and spreads; cereal with liquids; high dairy and low cured meat; sugary beverages and snacks; and mixed beverages and savory snacks.
• The outcomes included the risk for overall microvascular complications; for diabetic retinopathy, diabetic neuropathy, and diabetic kidney disease; and for biomarkers related to microvascular complications.

TAKEAWAY:

• During a median follow-up duration of 12.7 years, 1243 composite microvascular complications were reported, including 599 diabetic retinopathy, 237 diabetic neuropathy, and 662 diabetic kidney disease events.
• Each 10% increase in the proportion of UPF consumption increased the risk for composite microvascular complications by 8% (hazard ratio [HR], 1.08; 95% CI, 1.03-1.13) and diabetic kidney disease by 13% (HR 1.13; 95% CI, 1.06-1.20). No significant UPF intake association was found with diabetic retinopathy or diabetic neuropathy.
• In the biomarker mediation analysis, body mass index, triglycerides, and C-reactive protein collectively explained 22% (P < .001) and 15.8% (P < .001) of the associations of UPF consumption with composite microvascular complications and diabetic kidney disease, respectively.
• The food pattern rich in sugary beverages and snacks increased the risk for diabetic kidney disease, whereas the pattern rich in mixed beverages and savory snacks increased the risk for composite microvascular complications and diabetic retinopathy.

IN PRACTICE:

“In view of microvascular complications, our findings further support adhering to the recommendations outlined in the American Diabetes Association’s 2022 guidelines, which advocate for the preference of whole foods over highly processed ones,” the authors wrote.

SOURCE:

The study was led by Yue Li, MBBS, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China. It was published online in The American Journal of Clinical Nutrition.

LIMITATIONS:

The dietary recall used in the UK Biobank was not specifically designed to collect dietary data according to the Nova food categories used in the study, which may have led to misclassifications. Data on usual dietary intake may not have been captured accurately, as all participants did not provide multiple dietary recalls. Individuals with T2D who completed dietary assessments were more likely to have a higher socioeconomic status and healthier lifestyle than those not filling the assessment, which could have resulted in an underrepresentation of high UPF consumers.

DISCLOSURES:

Some authors received funding from the National Natural Science Foundation of China, the National Key Research and Development Program of China, and other government sources. None of the authors declared any competing interests.
 

This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.

TOPLINE:

In patients with type 2 diabetes (T2D), eating more ultraprocessed food (UPF) increased the overall risk for microvascular complications and for diabetic kidney disease in particular. The risk was partly mediated by biomarkers related to body weight, lipid metabolism, and inflammation.

METHODOLOGY:

• A higher intake of UPF increases the risk for T2D and other metabolic morbidities; but whether this leads to an increased risk for diabetic microvascular complications remains largely unexplored.
• Researchers evaluated the association between the intake of UPF and the risk for diabetic microvascular complications in a prospective cohort of 5685 participants with T2D (mean age, 59.7 years; 63.8% men) from the UK Biobank.
• Dietary information of participants was collected with a web-based 24-hour dietary recall tool that recorded the frequency of consumption of 206 foods and 32 beverages.
• Researchers found five patterns that accounted for one third of UPF intake variation by estimated weight (not calories): Bread and spreads; cereal with liquids; high dairy and low cured meat; sugary beverages and snacks; and mixed beverages and savory snacks.
• The outcomes included the risk for overall microvascular complications; for diabetic retinopathy, diabetic neuropathy, and diabetic kidney disease; and for biomarkers related to microvascular complications.

TAKEAWAY:

• During a median follow-up duration of 12.7 years, 1243 composite microvascular complications were reported, including 599 diabetic retinopathy, 237 diabetic neuropathy, and 662 diabetic kidney disease events.
• Each 10% increase in the proportion of UPF consumption increased the risk for composite microvascular complications by 8% (hazard ratio [HR], 1.08; 95% CI, 1.03-1.13) and diabetic kidney disease by 13% (HR 1.13; 95% CI, 1.06-1.20). No significant UPF intake association was found with diabetic retinopathy or diabetic neuropathy.
• In the biomarker mediation analysis, body mass index, triglycerides, and C-reactive protein collectively explained 22% (P < .001) and 15.8% (P < .001) of the associations of UPF consumption with composite microvascular complications and diabetic kidney disease, respectively.
• The food pattern rich in sugary beverages and snacks increased the risk for diabetic kidney disease, whereas the pattern rich in mixed beverages and savory snacks increased the risk for composite microvascular complications and diabetic retinopathy.

IN PRACTICE:

“In view of microvascular complications, our findings further support adhering to the recommendations outlined in the American Diabetes Association’s 2022 guidelines, which advocate for the preference of whole foods over highly processed ones,” the authors wrote.

SOURCE:

The study was led by Yue Li, MBBS, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China. It was published online in The American Journal of Clinical Nutrition.

LIMITATIONS:

The dietary recall used in the UK Biobank was not specifically designed to collect dietary data according to the Nova food categories used in the study, which may have led to misclassifications. Data on usual dietary intake may not have been captured accurately, as all participants did not provide multiple dietary recalls. Individuals with T2D who completed dietary assessments were more likely to have a higher socioeconomic status and healthier lifestyle than those not filling the assessment, which could have resulted in an underrepresentation of high UPF consumers.

DISCLOSURES:

Some authors received funding from the National Natural Science Foundation of China, the National Key Research and Development Program of China, and other government sources. None of the authors declared any competing interests.
 

This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.

TOPLINE:

In patients with type 2 diabetes (T2D), eating more ultraprocessed food (UPF) increased the overall risk for microvascular complications and for diabetic kidney disease in particular. The risk was partly mediated by biomarkers related to body weight, lipid metabolism, and inflammation.

METHODOLOGY:

• A higher intake of UPF increases the risk for T2D and other metabolic morbidities; but whether this leads to an increased risk for diabetic microvascular complications remains largely unexplored.
• Researchers evaluated the association between the intake of UPF and the risk for diabetic microvascular complications in a prospective cohort of 5685 participants with T2D (mean age, 59.7 years; 63.8% men) from the UK Biobank.
• Dietary information of participants was collected with a web-based 24-hour dietary recall tool that recorded the frequency of consumption of 206 foods and 32 beverages.
• Researchers found five patterns that accounted for one third of UPF intake variation by estimated weight (not calories): Bread and spreads; cereal with liquids; high dairy and low cured meat; sugary beverages and snacks; and mixed beverages and savory snacks.
• The outcomes included the risk for overall microvascular complications; for diabetic retinopathy, diabetic neuropathy, and diabetic kidney disease; and for biomarkers related to microvascular complications.

TAKEAWAY:

• During a median follow-up duration of 12.7 years, 1243 composite microvascular complications were reported, including 599 diabetic retinopathy, 237 diabetic neuropathy, and 662 diabetic kidney disease events.
• Each 10% increase in the proportion of UPF consumption increased the risk for composite microvascular complications by 8% (hazard ratio [HR], 1.08; 95% CI, 1.03-1.13) and diabetic kidney disease by 13% (HR 1.13; 95% CI, 1.06-1.20). No significant UPF intake association was found with diabetic retinopathy or diabetic neuropathy.
• In the biomarker mediation analysis, body mass index, triglycerides, and C-reactive protein collectively explained 22% (P < .001) and 15.8% (P < .001) of the associations of UPF consumption with composite microvascular complications and diabetic kidney disease, respectively.
• The food pattern rich in sugary beverages and snacks increased the risk for diabetic kidney disease, whereas the pattern rich in mixed beverages and savory snacks increased the risk for composite microvascular complications and diabetic retinopathy.

IN PRACTICE:

“In view of microvascular complications, our findings further support adhering to the recommendations outlined in the American Diabetes Association’s 2022 guidelines, which advocate for the preference of whole foods over highly processed ones,” the authors wrote.

SOURCE:

The study was led by Yue Li, MBBS, School of Public Health, Tongji Medical College, Huazhong University of Science and Technology, Wuhan, China. It was published online in The American Journal of Clinical Nutrition.

LIMITATIONS:

The dietary recall used in the UK Biobank was not specifically designed to collect dietary data according to the Nova food categories used in the study, which may have led to misclassifications. Data on usual dietary intake may not have been captured accurately, as all participants did not provide multiple dietary recalls. Individuals with T2D who completed dietary assessments were more likely to have a higher socioeconomic status and healthier lifestyle than those not filling the assessment, which could have resulted in an underrepresentation of high UPF consumers.

DISCLOSURES:

Some authors received funding from the National Natural Science Foundation of China, the National Key Research and Development Program of China, and other government sources. None of the authors declared any competing interests.
 

This article was created using several editorial tools, including AI, as part of the process. Human editors reviewed this content before publication. A version of this article appeared on Medscape.com.

The Heritage Foundation sponsored and developed Project 2025 for the explicit, stated purpose of building a conservative victory through policy, personnel, and training with a 180-day game plan after a sympathetic new President of the United States takes office. To date, Project 2025 has not been formally endorsed by any presidential campaign.

More than 100 conservative organizations are said to be participating. More than 400 conservative scholars and experts have collaborated in authorship of the mandate’s 40 chapters. Chapter 14 of the “Mandate for Leadership” is an exhaustive proposed overhaul of the Department of Health and Human Services (HHS), one of the major existing arms of the executive branch of the US government. 

The mandate’s sweeping recommendations, if implemented, would impact the lives of all Americans and all healthcare workers, as outlined in the following excerpts. 
 

Healthcare-Related Excerpts From Project 2025

• “From the moment of conception, every human being possesses inherent dignity and worth, and our humanity does not depend on our age, stage of development, race, or abilities. The Secretary must ensure that all HHS programs and activities are rooted in a deep respect for innocent human life from day one until natural death: Abortion and euthanasia are not health care.”
• “Unfortunately, family policies and programs under President Biden’s HHS are fraught with agenda items focusing on ‘LGBTQ+ equity,’ subsidizing single motherhood, disincentivizing work, and penalizing marriage. These policies should be repealed and replaced by policies that support the formation of stable, married, nuclear families.”
• “The next Administration should guard against the regulatory capture of our public health agencies by pharmaceutical companies, insurers, hospital conglomerates, and related economic interests that these agencies are meant to regulate. We must erect robust firewalls to mitigate these obvious financial conflicts of interest.”
• “All National Institutes of Health, Centers for Disease Control and Prevention, and Food and Drug Administration regulators should be entirely free from private biopharmaceutical funding. In this realm, ‘public–private partnerships’ is a euphemism for agency capture, a thin veneer for corporatism. Funding for agencies and individual government researchers must come directly from the government with robust congressional oversight.”
• “The CDC [Centers for Disease Control and Prevention] operates several programs related to vaccine safety including the Vaccine Adverse Event Reporting System (VAERS); Vaccine Safety Datalink (VSD); and Clinical Immunization Safety Assessment (CISA) Project. Those functions and their associated funding should be transferred to the FDA [Food and Drug Administration], which is responsible for post-market surveillance and evaluation of all other drugs and biological products.”
• “Because liberal states have now become sanctuaries for abortion tourism, HHS should use every available tool, including the cutting of funds, to ensure that every state reports exactly how many abortions take place within its borders, at what gestational age of the child, for what reason, the mother’s state of residence, and by what method. It should also ensure that statistics are separated by category: spontaneous miscarriage; treatments that incidentally result in the death of a child (such as chemotherapy); stillbirths; and induced abortion. In addition, CDC should require monitoring and reporting for complications due to abortion and every instance of children being born alive after an abortion.”
• “The CDC should immediately end its collection of data on gender identity, which legitimizes the unscientific notion that men can become women (and vice versa) and encourages the phenomenon of ever-multiplying subjective identities.”
• “A test developed by a lab in accordance with the protocols developed by another lab (non-commercial sharing) currently constitutes a ‘new’ laboratory-developed test because the lab in which it will be used is different from the initial developing lab. To encourage interlaboratory collaboration and discourage duplicative test creation (and associated regulatory and logistical burdens), the FDA should introduce mechanisms through which laboratory-developed tests can easily be shared with other laboratories without the current regulatory burdens.”
• “[FDA should] Reverse its approval of chemical abortion drugs because the politicized approval process was illegal from the start. The FDA failed to abide by its legal obligations to protect the health, safety, and welfare of girls and women.”
• “[FDA should] Stop promoting or approving mail-order abortions in violation of long-standing federal laws that prohibit the mailing and interstate carriage of abortion drugs.”
• “[HHS should] Promptly restore the ethics advisory committee to oversee abortion-derived fetal tissue research, and Congress should prohibit such research altogether.”
• “[HHS should] End intramural research projects using tissue from aborted children within the NIH, which should end its human embryonic stem cell registry.”
• “Under Francis Collins, NIH became so focused on the #MeToo movement that it refused to sponsor scientific conferences unless there were a certain number of women panelists, which violates federal civil rights law against sex discrimination. This quota practice should be ended, and the NIH Office of Equity, Diversity, and Inclusion, which pushes such unlawful actions, should be abolished.”
• “Make Medicare Advantage [MA] the default enrollment option.”
• “[Legislation reforming legacy (non-MA) Medicare should] Repeal harmful health policies enacted under the Obama and Biden Administrations such as the Medicare Shared Savings Program and Inflation Reduction Act.”
• “…the next Administration should] Add work requirements and match Medicaid benefits to beneficiary needs. Because Medicaid serves a broad and diverse group of individuals, it should be flexible enough to accommodate different designs for different groups.”
• “The No Surprises Act should scrap the dispute resolution process in favor of a truth-in-advertising approach that will protect consumers and free doctors, insurers, and arbiters from confused and conflicting standards for resolving disputes that the disputing parties can best resolve themselves.”
• “Prohibit abortion travel funding. Providing funding for abortions increases the number of abortions and violates the conscience and religious freedom rights of Americans who object to subsidizing the taking of life.”
• “Prohibit Planned Parenthood from receiving Medicaid funds. During the 2020–2021 reporting period, Planned Parenthood performed more than 383,000 abortions.”
• “Protect faith-based grant recipients from religious liberty violations and maintain a biblically based, social science–reinforced definition of marriage and family. Social science reports that assess the objective outcomes for children raised in homes aside from a heterosexual, intact marriage are clear.”
• “Allocate funding to strategy programs promoting father involvement or terminate parental rights quickly.”
• “Eliminate the Head Start program.”
• “Support palliative care. Physician-assisted suicide (PAS) is legal in 10 states and the District of Columbia. Legalizing PAS is a grave mistake that endangers the weak and vulnerable, corrupts the practice of medicine and the doctor–patient relationship, compromises the family and intergenerational commitments, and betrays human dignity and equality before the law.”
• “Eliminate men’s preventive services from the women’s preventive services mandate. In December 2021, HRSA [Health Resources and Services Administration] updated its women’s preventive services guidelines to include male condoms.”
• “Prioritize funding for home-based childcare, not universal day care.”
• “ The Office of the Secretary should eliminate the HHS Reproductive Healthcare Access Task Force and install a pro-life task force to ensure that all of the department’s divisions seek to use their authority to promote the life and health of women and their unborn children.”
• “The ASH [Assistant Secretary for Health] and SG [Surgeon General] positions should be combined into one four-star position with the rank, responsibilities, and authority of the ASH retained but with the title of Surgeon General.”
• “OCR [Office for Civil Rights] should withdraw its Health Insurance Portability and Accountability Act (HIPAA) guidance on abortion.”

Dr. Lundberg is Editor in Chief, Cancer Commons, and has disclosed no relevant financial relationships.

A version of this article first appeared on Medscape.com.

The Heritage Foundation sponsored and developed Project 2025 for the explicit, stated purpose of building a conservative victory through policy, personnel, and training with a 180-day game plan after a sympathetic new President of the United States takes office. To date, Project 2025 has not been formally endorsed by any presidential campaign.

More than 100 conservative organizations are said to be participating. More than 400 conservative scholars and experts have collaborated in authorship of the mandate’s 40 chapters. Chapter 14 of the “Mandate for Leadership” is an exhaustive proposed overhaul of the Department of Health and Human Services (HHS), one of the major existing arms of the executive branch of the US government. 

The mandate’s sweeping recommendations, if implemented, would impact the lives of all Americans and all healthcare workers, as outlined in the following excerpts. 
 

Healthcare-Related Excerpts From Project 2025

• “From the moment of conception, every human being possesses inherent dignity and worth, and our humanity does not depend on our age, stage of development, race, or abilities. The Secretary must ensure that all HHS programs and activities are rooted in a deep respect for innocent human life from day one until natural death: Abortion and euthanasia are not health care.”
• “Unfortunately, family policies and programs under President Biden’s HHS are fraught with agenda items focusing on ‘LGBTQ+ equity,’ subsidizing single motherhood, disincentivizing work, and penalizing marriage. These policies should be repealed and replaced by policies that support the formation of stable, married, nuclear families.”
• “The next Administration should guard against the regulatory capture of our public health agencies by pharmaceutical companies, insurers, hospital conglomerates, and related economic interests that these agencies are meant to regulate. We must erect robust firewalls to mitigate these obvious financial conflicts of interest.”
• “All National Institutes of Health, Centers for Disease Control and Prevention, and Food and Drug Administration regulators should be entirely free from private biopharmaceutical funding. In this realm, ‘public–private partnerships’ is a euphemism for agency capture, a thin veneer for corporatism. Funding for agencies and individual government researchers must come directly from the government with robust congressional oversight.”
• “The CDC [Centers for Disease Control and Prevention] operates several programs related to vaccine safety including the Vaccine Adverse Event Reporting System (VAERS); Vaccine Safety Datalink (VSD); and Clinical Immunization Safety Assessment (CISA) Project. Those functions and their associated funding should be transferred to the FDA [Food and Drug Administration], which is responsible for post-market surveillance and evaluation of all other drugs and biological products.”
• “Because liberal states have now become sanctuaries for abortion tourism, HHS should use every available tool, including the cutting of funds, to ensure that every state reports exactly how many abortions take place within its borders, at what gestational age of the child, for what reason, the mother’s state of residence, and by what method. It should also ensure that statistics are separated by category: spontaneous miscarriage; treatments that incidentally result in the death of a child (such as chemotherapy); stillbirths; and induced abortion. In addition, CDC should require monitoring and reporting for complications due to abortion and every instance of children being born alive after an abortion.”
• “The CDC should immediately end its collection of data on gender identity, which legitimizes the unscientific notion that men can become women (and vice versa) and encourages the phenomenon of ever-multiplying subjective identities.”
• “A test developed by a lab in accordance with the protocols developed by another lab (non-commercial sharing) currently constitutes a ‘new’ laboratory-developed test because the lab in which it will be used is different from the initial developing lab. To encourage interlaboratory collaboration and discourage duplicative test creation (and associated regulatory and logistical burdens), the FDA should introduce mechanisms through which laboratory-developed tests can easily be shared with other laboratories without the current regulatory burdens.”
• “[FDA should] Reverse its approval of chemical abortion drugs because the politicized approval process was illegal from the start. The FDA failed to abide by its legal obligations to protect the health, safety, and welfare of girls and women.”
• “[FDA should] Stop promoting or approving mail-order abortions in violation of long-standing federal laws that prohibit the mailing and interstate carriage of abortion drugs.”
• “[HHS should] Promptly restore the ethics advisory committee to oversee abortion-derived fetal tissue research, and Congress should prohibit such research altogether.”
• “[HHS should] End intramural research projects using tissue from aborted children within the NIH, which should end its human embryonic stem cell registry.”
• “Under Francis Collins, NIH became so focused on the #MeToo movement that it refused to sponsor scientific conferences unless there were a certain number of women panelists, which violates federal civil rights law against sex discrimination. This quota practice should be ended, and the NIH Office of Equity, Diversity, and Inclusion, which pushes such unlawful actions, should be abolished.”
• “Make Medicare Advantage [MA] the default enrollment option.”
• “[Legislation reforming legacy (non-MA) Medicare should] Repeal harmful health policies enacted under the Obama and Biden Administrations such as the Medicare Shared Savings Program and Inflation Reduction Act.”
• “…the next Administration should] Add work requirements and match Medicaid benefits to beneficiary needs. Because Medicaid serves a broad and diverse group of individuals, it should be flexible enough to accommodate different designs for different groups.”
• “The No Surprises Act should scrap the dispute resolution process in favor of a truth-in-advertising approach that will protect consumers and free doctors, insurers, and arbiters from confused and conflicting standards for resolving disputes that the disputing parties can best resolve themselves.”
• “Prohibit abortion travel funding. Providing funding for abortions increases the number of abortions and violates the conscience and religious freedom rights of Americans who object to subsidizing the taking of life.”
• “Prohibit Planned Parenthood from receiving Medicaid funds. During the 2020–2021 reporting period, Planned Parenthood performed more than 383,000 abortions.”
• “Protect faith-based grant recipients from religious liberty violations and maintain a biblically based, social science–reinforced definition of marriage and family. Social science reports that assess the objective outcomes for children raised in homes aside from a heterosexual, intact marriage are clear.”
• “Allocate funding to strategy programs promoting father involvement or terminate parental rights quickly.”
• “Eliminate the Head Start program.”
• “Support palliative care. Physician-assisted suicide (PAS) is legal in 10 states and the District of Columbia. Legalizing PAS is a grave mistake that endangers the weak and vulnerable, corrupts the practice of medicine and the doctor–patient relationship, compromises the family and intergenerational commitments, and betrays human dignity and equality before the law.”
• “Eliminate men’s preventive services from the women’s preventive services mandate. In December 2021, HRSA [Health Resources and Services Administration] updated its women’s preventive services guidelines to include male condoms.”
• “Prioritize funding for home-based childcare, not universal day care.”
• “ The Office of the Secretary should eliminate the HHS Reproductive Healthcare Access Task Force and install a pro-life task force to ensure that all of the department’s divisions seek to use their authority to promote the life and health of women and their unborn children.”
• “The ASH [Assistant Secretary for Health] and SG [Surgeon General] positions should be combined into one four-star position with the rank, responsibilities, and authority of the ASH retained but with the title of Surgeon General.”
• “OCR [Office for Civil Rights] should withdraw its Health Insurance Portability and Accountability Act (HIPAA) guidance on abortion.”

Dr. Lundberg is Editor in Chief, Cancer Commons, and has disclosed no relevant financial relationships.

A version of this article first appeared on Medscape.com.

The Heritage Foundation sponsored and developed Project 2025 for the explicit, stated purpose of building a conservative victory through policy, personnel, and training with a 180-day game plan after a sympathetic new President of the United States takes office. To date, Project 2025 has not been formally endorsed by any presidential campaign.

More than 100 conservative organizations are said to be participating. More than 400 conservative scholars and experts have collaborated in authorship of the mandate’s 40 chapters. Chapter 14 of the “Mandate for Leadership” is an exhaustive proposed overhaul of the Department of Health and Human Services (HHS), one of the major existing arms of the executive branch of the US government. 

The mandate’s sweeping recommendations, if implemented, would impact the lives of all Americans and all healthcare workers, as outlined in the following excerpts. 
 

Healthcare-Related Excerpts From Project 2025

• “From the moment of conception, every human being possesses inherent dignity and worth, and our humanity does not depend on our age, stage of development, race, or abilities. The Secretary must ensure that all HHS programs and activities are rooted in a deep respect for innocent human life from day one until natural death: Abortion and euthanasia are not health care.”
• “Unfortunately, family policies and programs under President Biden’s HHS are fraught with agenda items focusing on ‘LGBTQ+ equity,’ subsidizing single motherhood, disincentivizing work, and penalizing marriage. These policies should be repealed and replaced by policies that support the formation of stable, married, nuclear families.”
• “The next Administration should guard against the regulatory capture of our public health agencies by pharmaceutical companies, insurers, hospital conglomerates, and related economic interests that these agencies are meant to regulate. We must erect robust firewalls to mitigate these obvious financial conflicts of interest.”
• “All National Institutes of Health, Centers for Disease Control and Prevention, and Food and Drug Administration regulators should be entirely free from private biopharmaceutical funding. In this realm, ‘public–private partnerships’ is a euphemism for agency capture, a thin veneer for corporatism. Funding for agencies and individual government researchers must come directly from the government with robust congressional oversight.”
• “The CDC [Centers for Disease Control and Prevention] operates several programs related to vaccine safety including the Vaccine Adverse Event Reporting System (VAERS); Vaccine Safety Datalink (VSD); and Clinical Immunization Safety Assessment (CISA) Project. Those functions and their associated funding should be transferred to the FDA [Food and Drug Administration], which is responsible for post-market surveillance and evaluation of all other drugs and biological products.”
• “Because liberal states have now become sanctuaries for abortion tourism, HHS should use every available tool, including the cutting of funds, to ensure that every state reports exactly how many abortions take place within its borders, at what gestational age of the child, for what reason, the mother’s state of residence, and by what method. It should also ensure that statistics are separated by category: spontaneous miscarriage; treatments that incidentally result in the death of a child (such as chemotherapy); stillbirths; and induced abortion. In addition, CDC should require monitoring and reporting for complications due to abortion and every instance of children being born alive after an abortion.”
• “The CDC should immediately end its collection of data on gender identity, which legitimizes the unscientific notion that men can become women (and vice versa) and encourages the phenomenon of ever-multiplying subjective identities.”
• “A test developed by a lab in accordance with the protocols developed by another lab (non-commercial sharing) currently constitutes a ‘new’ laboratory-developed test because the lab in which it will be used is different from the initial developing lab. To encourage interlaboratory collaboration and discourage duplicative test creation (and associated regulatory and logistical burdens), the FDA should introduce mechanisms through which laboratory-developed tests can easily be shared with other laboratories without the current regulatory burdens.”
• “[FDA should] Reverse its approval of chemical abortion drugs because the politicized approval process was illegal from the start. The FDA failed to abide by its legal obligations to protect the health, safety, and welfare of girls and women.”
• “[FDA should] Stop promoting or approving mail-order abortions in violation of long-standing federal laws that prohibit the mailing and interstate carriage of abortion drugs.”
• “[HHS should] Promptly restore the ethics advisory committee to oversee abortion-derived fetal tissue research, and Congress should prohibit such research altogether.”
• “[HHS should] End intramural research projects using tissue from aborted children within the NIH, which should end its human embryonic stem cell registry.”
• “Under Francis Collins, NIH became so focused on the #MeToo movement that it refused to sponsor scientific conferences unless there were a certain number of women panelists, which violates federal civil rights law against sex discrimination. This quota practice should be ended, and the NIH Office of Equity, Diversity, and Inclusion, which pushes such unlawful actions, should be abolished.”
• “Make Medicare Advantage [MA] the default enrollment option.”
• “[Legislation reforming legacy (non-MA) Medicare should] Repeal harmful health policies enacted under the Obama and Biden Administrations such as the Medicare Shared Savings Program and Inflation Reduction Act.”
• “…the next Administration should] Add work requirements and match Medicaid benefits to beneficiary needs. Because Medicaid serves a broad and diverse group of individuals, it should be flexible enough to accommodate different designs for different groups.”
• “The No Surprises Act should scrap the dispute resolution process in favor of a truth-in-advertising approach that will protect consumers and free doctors, insurers, and arbiters from confused and conflicting standards for resolving disputes that the disputing parties can best resolve themselves.”
• “Prohibit abortion travel funding. Providing funding for abortions increases the number of abortions and violates the conscience and religious freedom rights of Americans who object to subsidizing the taking of life.”
• “Prohibit Planned Parenthood from receiving Medicaid funds. During the 2020–2021 reporting period, Planned Parenthood performed more than 383,000 abortions.”
• “Protect faith-based grant recipients from religious liberty violations and maintain a biblically based, social science–reinforced definition of marriage and family. Social science reports that assess the objective outcomes for children raised in homes aside from a heterosexual, intact marriage are clear.”
• “Allocate funding to strategy programs promoting father involvement or terminate parental rights quickly.”
• “Eliminate the Head Start program.”
• “Support palliative care. Physician-assisted suicide (PAS) is legal in 10 states and the District of Columbia. Legalizing PAS is a grave mistake that endangers the weak and vulnerable, corrupts the practice of medicine and the doctor–patient relationship, compromises the family and intergenerational commitments, and betrays human dignity and equality before the law.”
• “Eliminate men’s preventive services from the women’s preventive services mandate. In December 2021, HRSA [Health Resources and Services Administration] updated its women’s preventive services guidelines to include male condoms.”
• “Prioritize funding for home-based childcare, not universal day care.”
• “ The Office of the Secretary should eliminate the HHS Reproductive Healthcare Access Task Force and install a pro-life task force to ensure that all of the department’s divisions seek to use their authority to promote the life and health of women and their unborn children.”
• “The ASH [Assistant Secretary for Health] and SG [Surgeon General] positions should be combined into one four-star position with the rank, responsibilities, and authority of the ASH retained but with the title of Surgeon General.”
• “OCR [Office for Civil Rights] should withdraw its Health Insurance Portability and Accountability Act (HIPAA) guidance on abortion.”

Dr. Lundberg is Editor in Chief, Cancer Commons, and has disclosed no relevant financial relationships.

A version of this article first appeared on Medscape.com.

Click to view more from Federal Health Care Data Trends 2024.

Click to view more from Federal Health Care Data Trends 2024.

Click to view more from Federal Health Care Data Trends 2024.

My husband Scott and I were flying back to Washington state with our two kids, who were about 1 and 4. We had been in Florida for a family vacation, and we were near the end of the flight, with both kids passed out on top of me.

Suddenly, there was some scuffling and a lot of movement from the flight attendants. The announcement came: “Are there any healthcare providers on board?” My husband and I are both nurses. We looked at each other, and we looked at our sleeping kids. Should we say anything?

One of the stewardesses walked by looking very flustered. My husband was in the aisle seat, so he leaned out and told her that we were nurses. Her eyes got all big, and she said: “Oh yeah, come on up.”

She was looking at both of us. I said, “I think he’s got it.” I assumed it wasn’t that big of a deal. Plus — kids sleeping on top of me.

Scott went up to the front of the plane. But a few minutes later, the stewardess came back and said: “You need to help.” I was holding my 1-year-old son, so I handed her my kid. She sat down with him, and I boogied up to the front of the plane.

I got to the first-class stewards’ area where the restrooms are and the cabinets with all the food and drinks. I could see an older man on the ground on his back. He was unconscious and bleeding profusely from his scalp.

When I saw the bleeding, my first reaction was we need to apply pressure. I asked for a towel. There were no towels. A blanket? Anything to help absorb the blood? Nope. They had nothing. I was given a pair of gloves that were much too big and a fistful of cocktail napkins.

It was such a small space there wasn’t any way to be next to the man. So, I kind of squatted over the top of him to reach behind his head. I got a stack of napkins on there and held pressure as hard as I could with the tips of my fingers on one hand.

I’m a postanesthesia care unit nurse, so my next thought was to check his pupils and make sure he had a good airway by doing a jaw thrust and a chin lift. I noticed there was blood in his mouth. His breathing was in short gusts. I was trying to do all that with my free hand without crushing him with my body.

Scott had made some ice packs, so I applied those as well, which helped to constrict the bleeding. Then he checked the plane’s medical kit to try to get an intravenous (IV) started. It wasn’t easy. The IV start kit was very different from what you would normally use. And at the same time, the plane had started to descend for landing, so we were on an angle. But he tried.

We asked about what had happened. The steward team said the man had fallen and hit his head on one of the stainless steel cabinets. He seemed to be in his 70s or 80s, a tall, solid guy.

His wife was sitting nearby — pretty calm and stoic given the circumstances. We asked her about his medical history, trying to get a feel for why he might be unconscious. He was still totally out. She told us he had diabetes. He was on a blood pressure medication and also a blood thinner.

The plane kept going down. I was in a really awkward position, squatting and holding myself up against the cabinets. I just kept talking to the man, trying to get him to wake up. “Can you hear me? Everything’s okay. You hit your head.”

Someone brought us an oxygen tank. I looked for the mask. And realized it wasn’t a mask. It was a plastic bag. I set it on the patient’s face, and it felt like I was suffocating him. So, I tried to do it blowby to just increase the oxygen in the air near his face.

At one point, his breathing was agonal for a few minutes, which really concerned me. My fear was that he was going to stop breathing. I rubbed his chest and kind of said: “Hey, let’s not do that!”

I would have felt a lot better about resuscitating him with an actual oxygen mask rather than a plastic bag.

The amount of blood definitely looked alarming. I couldn’t tell how much he was actively bleeding. But it was a lot. He wasn’t turning gray though, so that was a good sign.

Finally, he started coming to and opening his eyes. I introduced myself and asked him: “Do you know where you are? Do you know what’s going on?” Trying to see if he was oriented at all.

Eventually, he was able to talk to me, so I kept asking questions: “Are you guys on vacation? Where are you headed? Where are you staying?”

He told me they were going to visit his granddaughter, and he was able to talk about that. He didn’t try to get up, which I was glad about, because that would’ve been really challenging to navigate.

I could tell he was embarrassed about what had happened. I’ve helped a lot of older gentlemen after falling down, and their egos are often bruised. They don’t want to be in a position of needing help.

Finally, the plane landed. There was blood absolutely everywhere. The ice packs had melted, and the water had mixed with the pool of blood. It was such a mess.

The pilots had called the airport ahead to let them know we needed medical services. So, the first responding team came on right away. They stabilized the man with a board, put the neck brace on him, and did all the stuff you do for a patient after a fall.

I gave them a report — that’s just my style. But it didn’t seem like they needed a lot of information at that point.

I was finally able to talk to the man’s wife who was clearly terrified. I gave her a hug and told her he would be all right. She thanked us.

The emergency team didn’t seem to have anything to help staunch the bleeding either because the rolling gurney left puddles of blood all down the gangway, causing a significant biohazard problem.

They let one person leave who had a connecting flight, but everyone else had to get off from the rear of the plane and walk across the tarmac.

When we finally got back to our seats, the stewardess was still sitting with our kids. They were both totally chill, watching some show, apparently very well behaved. Our daughter asked us what was going on, and I said: “Oh, somebody got hurt at the front of the plane.” She’s so used to hearing that we work with sick people that it didn’t faze her at all.

As we left, we got a lot of thank-yous from people who had been sitting up front and saw what happened.

When we got home, there was still blood on my shoes. I remember looking at them and thinking: Disinfect or throw away? I disinfected them. They were still a good pair of shoes.

A few days later, we got an email from the airline with a voucher, expressing their gratitude for our help. That was nice and unexpected.

I responded with a suggestion: How about having some protocols for medical events on airplanes? Pilots go through checklists for almost everything they do. Why wouldn’t they have something like that for medical responses?

I also asked how the man and his wife were doing. But they couldn’t disclose that information.

It was certainly strange being out of my element, helping a patient in that tiny little space; I’m used to working in a recovery room where you have literally everything you need within arm’s reach — the Ambu bag, suction, and bandages. And with airway management, there’s usually more than one person in the room to assist. If there’s a problem, a whole bunch of people show up around the bed so fast.

I’m definitely thinking about field medicine a lot more. Wondering what I would do in certain situations. While debriefing with my mom (an advanced registered nurse practitioner), she pointed out that we should have asked passengers for sanitary pads or diapers to stabilize the bleeding instead of the cocktail napkins. Brilliant idea! I didn’t think of it in the moment. But I’m keeping that little tip tucked in my back pocket for any future bleeding-in-the-wild scenarios.

Audra Podruzny, MSN, RN, CPAN, lives in Washington state and is currently attending the Washington State University Doctor of Nursing Practice Family Nurse Practitioner program.

A version of this article first appeared on Medscape.com.

My husband Scott and I were flying back to Washington state with our two kids, who were about 1 and 4. We had been in Florida for a family vacation, and we were near the end of the flight, with both kids passed out on top of me.

Suddenly, there was some scuffling and a lot of movement from the flight attendants. The announcement came: “Are there any healthcare providers on board?” My husband and I are both nurses. We looked at each other, and we looked at our sleeping kids. Should we say anything?

One of the stewardesses walked by looking very flustered. My husband was in the aisle seat, so he leaned out and told her that we were nurses. Her eyes got all big, and she said: “Oh yeah, come on up.”

She was looking at both of us. I said, “I think he’s got it.” I assumed it wasn’t that big of a deal. Plus — kids sleeping on top of me.

Scott went up to the front of the plane. But a few minutes later, the stewardess came back and said: “You need to help.” I was holding my 1-year-old son, so I handed her my kid. She sat down with him, and I boogied up to the front of the plane.

I got to the first-class stewards’ area where the restrooms are and the cabinets with all the food and drinks. I could see an older man on the ground on his back. He was unconscious and bleeding profusely from his scalp.

When I saw the bleeding, my first reaction was we need to apply pressure. I asked for a towel. There were no towels. A blanket? Anything to help absorb the blood? Nope. They had nothing. I was given a pair of gloves that were much too big and a fistful of cocktail napkins.

It was such a small space there wasn’t any way to be next to the man. So, I kind of squatted over the top of him to reach behind his head. I got a stack of napkins on there and held pressure as hard as I could with the tips of my fingers on one hand.

I’m a postanesthesia care unit nurse, so my next thought was to check his pupils and make sure he had a good airway by doing a jaw thrust and a chin lift. I noticed there was blood in his mouth. His breathing was in short gusts. I was trying to do all that with my free hand without crushing him with my body.

Scott had made some ice packs, so I applied those as well, which helped to constrict the bleeding. Then he checked the plane’s medical kit to try to get an intravenous (IV) started. It wasn’t easy. The IV start kit was very different from what you would normally use. And at the same time, the plane had started to descend for landing, so we were on an angle. But he tried.

We asked about what had happened. The steward team said the man had fallen and hit his head on one of the stainless steel cabinets. He seemed to be in his 70s or 80s, a tall, solid guy.

His wife was sitting nearby — pretty calm and stoic given the circumstances. We asked her about his medical history, trying to get a feel for why he might be unconscious. He was still totally out. She told us he had diabetes. He was on a blood pressure medication and also a blood thinner.

The plane kept going down. I was in a really awkward position, squatting and holding myself up against the cabinets. I just kept talking to the man, trying to get him to wake up. “Can you hear me? Everything’s okay. You hit your head.”

Someone brought us an oxygen tank. I looked for the mask. And realized it wasn’t a mask. It was a plastic bag. I set it on the patient’s face, and it felt like I was suffocating him. So, I tried to do it blowby to just increase the oxygen in the air near his face.

At one point, his breathing was agonal for a few minutes, which really concerned me. My fear was that he was going to stop breathing. I rubbed his chest and kind of said: “Hey, let’s not do that!”

I would have felt a lot better about resuscitating him with an actual oxygen mask rather than a plastic bag.

The amount of blood definitely looked alarming. I couldn’t tell how much he was actively bleeding. But it was a lot. He wasn’t turning gray though, so that was a good sign.

Finally, he started coming to and opening his eyes. I introduced myself and asked him: “Do you know where you are? Do you know what’s going on?” Trying to see if he was oriented at all.

Eventually, he was able to talk to me, so I kept asking questions: “Are you guys on vacation? Where are you headed? Where are you staying?”

He told me they were going to visit his granddaughter, and he was able to talk about that. He didn’t try to get up, which I was glad about, because that would’ve been really challenging to navigate.

I could tell he was embarrassed about what had happened. I’ve helped a lot of older gentlemen after falling down, and their egos are often bruised. They don’t want to be in a position of needing help.

Finally, the plane landed. There was blood absolutely everywhere. The ice packs had melted, and the water had mixed with the pool of blood. It was such a mess.

The pilots had called the airport ahead to let them know we needed medical services. So, the first responding team came on right away. They stabilized the man with a board, put the neck brace on him, and did all the stuff you do for a patient after a fall.

I gave them a report — that’s just my style. But it didn’t seem like they needed a lot of information at that point.

I was finally able to talk to the man’s wife who was clearly terrified. I gave her a hug and told her he would be all right. She thanked us.

The emergency team didn’t seem to have anything to help staunch the bleeding either because the rolling gurney left puddles of blood all down the gangway, causing a significant biohazard problem.

They let one person leave who had a connecting flight, but everyone else had to get off from the rear of the plane and walk across the tarmac.

When we finally got back to our seats, the stewardess was still sitting with our kids. They were both totally chill, watching some show, apparently very well behaved. Our daughter asked us what was going on, and I said: “Oh, somebody got hurt at the front of the plane.” She’s so used to hearing that we work with sick people that it didn’t faze her at all.

As we left, we got a lot of thank-yous from people who had been sitting up front and saw what happened.

When we got home, there was still blood on my shoes. I remember looking at them and thinking: Disinfect or throw away? I disinfected them. They were still a good pair of shoes.

A few days later, we got an email from the airline with a voucher, expressing their gratitude for our help. That was nice and unexpected.

I responded with a suggestion: How about having some protocols for medical events on airplanes? Pilots go through checklists for almost everything they do. Why wouldn’t they have something like that for medical responses?

I also asked how the man and his wife were doing. But they couldn’t disclose that information.

It was certainly strange being out of my element, helping a patient in that tiny little space; I’m used to working in a recovery room where you have literally everything you need within arm’s reach — the Ambu bag, suction, and bandages. And with airway management, there’s usually more than one person in the room to assist. If there’s a problem, a whole bunch of people show up around the bed so fast.

I’m definitely thinking about field medicine a lot more. Wondering what I would do in certain situations. While debriefing with my mom (an advanced registered nurse practitioner), she pointed out that we should have asked passengers for sanitary pads or diapers to stabilize the bleeding instead of the cocktail napkins. Brilliant idea! I didn’t think of it in the moment. But I’m keeping that little tip tucked in my back pocket for any future bleeding-in-the-wild scenarios.

Audra Podruzny, MSN, RN, CPAN, lives in Washington state and is currently attending the Washington State University Doctor of Nursing Practice Family Nurse Practitioner program.

A version of this article first appeared on Medscape.com.

My husband Scott and I were flying back to Washington state with our two kids, who were about 1 and 4. We had been in Florida for a family vacation, and we were near the end of the flight, with both kids passed out on top of me.

Suddenly, there was some scuffling and a lot of movement from the flight attendants. The announcement came: “Are there any healthcare providers on board?” My husband and I are both nurses. We looked at each other, and we looked at our sleeping kids. Should we say anything?

One of the stewardesses walked by looking very flustered. My husband was in the aisle seat, so he leaned out and told her that we were nurses. Her eyes got all big, and she said: “Oh yeah, come on up.”

She was looking at both of us. I said, “I think he’s got it.” I assumed it wasn’t that big of a deal. Plus — kids sleeping on top of me.

Scott went up to the front of the plane. But a few minutes later, the stewardess came back and said: “You need to help.” I was holding my 1-year-old son, so I handed her my kid. She sat down with him, and I boogied up to the front of the plane.

I got to the first-class stewards’ area where the restrooms are and the cabinets with all the food and drinks. I could see an older man on the ground on his back. He was unconscious and bleeding profusely from his scalp.

When I saw the bleeding, my first reaction was we need to apply pressure. I asked for a towel. There were no towels. A blanket? Anything to help absorb the blood? Nope. They had nothing. I was given a pair of gloves that were much too big and a fistful of cocktail napkins.

It was such a small space there wasn’t any way to be next to the man. So, I kind of squatted over the top of him to reach behind his head. I got a stack of napkins on there and held pressure as hard as I could with the tips of my fingers on one hand.

I’m a postanesthesia care unit nurse, so my next thought was to check his pupils and make sure he had a good airway by doing a jaw thrust and a chin lift. I noticed there was blood in his mouth. His breathing was in short gusts. I was trying to do all that with my free hand without crushing him with my body.

Scott had made some ice packs, so I applied those as well, which helped to constrict the bleeding. Then he checked the plane’s medical kit to try to get an intravenous (IV) started. It wasn’t easy. The IV start kit was very different from what you would normally use. And at the same time, the plane had started to descend for landing, so we were on an angle. But he tried.

We asked about what had happened. The steward team said the man had fallen and hit his head on one of the stainless steel cabinets. He seemed to be in his 70s or 80s, a tall, solid guy.

His wife was sitting nearby — pretty calm and stoic given the circumstances. We asked her about his medical history, trying to get a feel for why he might be unconscious. He was still totally out. She told us he had diabetes. He was on a blood pressure medication and also a blood thinner.

The plane kept going down. I was in a really awkward position, squatting and holding myself up against the cabinets. I just kept talking to the man, trying to get him to wake up. “Can you hear me? Everything’s okay. You hit your head.”

Someone brought us an oxygen tank. I looked for the mask. And realized it wasn’t a mask. It was a plastic bag. I set it on the patient’s face, and it felt like I was suffocating him. So, I tried to do it blowby to just increase the oxygen in the air near his face.

At one point, his breathing was agonal for a few minutes, which really concerned me. My fear was that he was going to stop breathing. I rubbed his chest and kind of said: “Hey, let’s not do that!”

I would have felt a lot better about resuscitating him with an actual oxygen mask rather than a plastic bag.

The amount of blood definitely looked alarming. I couldn’t tell how much he was actively bleeding. But it was a lot. He wasn’t turning gray though, so that was a good sign.

Finally, he started coming to and opening his eyes. I introduced myself and asked him: “Do you know where you are? Do you know what’s going on?” Trying to see if he was oriented at all.

Eventually, he was able to talk to me, so I kept asking questions: “Are you guys on vacation? Where are you headed? Where are you staying?”

He told me they were going to visit his granddaughter, and he was able to talk about that. He didn’t try to get up, which I was glad about, because that would’ve been really challenging to navigate.

I could tell he was embarrassed about what had happened. I’ve helped a lot of older gentlemen after falling down, and their egos are often bruised. They don’t want to be in a position of needing help.

Finally, the plane landed. There was blood absolutely everywhere. The ice packs had melted, and the water had mixed with the pool of blood. It was such a mess.

The pilots had called the airport ahead to let them know we needed medical services. So, the first responding team came on right away. They stabilized the man with a board, put the neck brace on him, and did all the stuff you do for a patient after a fall.

I gave them a report — that’s just my style. But it didn’t seem like they needed a lot of information at that point.

I was finally able to talk to the man’s wife who was clearly terrified. I gave her a hug and told her he would be all right. She thanked us.

The emergency team didn’t seem to have anything to help staunch the bleeding either because the rolling gurney left puddles of blood all down the gangway, causing a significant biohazard problem.

They let one person leave who had a connecting flight, but everyone else had to get off from the rear of the plane and walk across the tarmac.

When we finally got back to our seats, the stewardess was still sitting with our kids. They were both totally chill, watching some show, apparently very well behaved. Our daughter asked us what was going on, and I said: “Oh, somebody got hurt at the front of the plane.” She’s so used to hearing that we work with sick people that it didn’t faze her at all.

As we left, we got a lot of thank-yous from people who had been sitting up front and saw what happened.

When we got home, there was still blood on my shoes. I remember looking at them and thinking: Disinfect or throw away? I disinfected them. They were still a good pair of shoes.

A few days later, we got an email from the airline with a voucher, expressing their gratitude for our help. That was nice and unexpected.

I responded with a suggestion: How about having some protocols for medical events on airplanes? Pilots go through checklists for almost everything they do. Why wouldn’t they have something like that for medical responses?

I also asked how the man and his wife were doing. But they couldn’t disclose that information.

It was certainly strange being out of my element, helping a patient in that tiny little space; I’m used to working in a recovery room where you have literally everything you need within arm’s reach — the Ambu bag, suction, and bandages. And with airway management, there’s usually more than one person in the room to assist. If there’s a problem, a whole bunch of people show up around the bed so fast.

I’m definitely thinking about field medicine a lot more. Wondering what I would do in certain situations. While debriefing with my mom (an advanced registered nurse practitioner), she pointed out that we should have asked passengers for sanitary pads or diapers to stabilize the bleeding instead of the cocktail napkins. Brilliant idea! I didn’t think of it in the moment. But I’m keeping that little tip tucked in my back pocket for any future bleeding-in-the-wild scenarios.

Audra Podruzny, MSN, RN, CPAN, lives in Washington state and is currently attending the Washington State University Doctor of Nursing Practice Family Nurse Practitioner program.

A version of this article first appeared on Medscape.com.

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A new endoscopic retrograde cholangiopancreatography (ERCP) report card automatically imports and analyzes performance metrics from endoscopy records, offering a real-time gauge of both individual- and institutional-level quality indicators, according to the developers.

The tool boasts an accuracy level exceeding 96%, integrates with multiple electronic health records, and requires minimal additional work time, reported Anmol Singh, MD, of TriStar Centennial Medical Center, Nashville, Tennessee, and colleagues.

“Implementation of quality indicator tracking remains difficult due to the complexity of ERCP as compared with other endoscopic procedures, resulting in significant limitations in the extraction and synthesis of these data,” the investigators wrote in Techniques and Innovations in Gastrointestinal Endoscopy. “Manual extraction methods such as self-assessment forms and chart reviews are both time intensive and error prone, and current automated extraction methods, such as natural language processing, can require substantial resources to implement and undesirably complicate the endoscopy work flow.”

To overcome these challenges, Dr. Singh and colleagues designed an analytics tool that automatically collects ERCP quality indicators from endoscopy reports with “minimal input” from the endoscopist, and is compatible with “any electronic reporting system.”

Development relied upon endoscopy records from 2,146 ERCPs performed by 12 endoscopists at four facilities. The most common reason for ERCP was choledocholithiasis, followed by malignant and benign biliary stricture. Most common procedures were stent placement and sphincterotomy.

Data were aggregated in a Health Level–7 (HL-7) interface, an international standard system that enables compatibility between different types of electronic health records. Some inputs were entered by the performing endoscopist via drop-down menus.

Next, data were shifted into an analytics suite, which evaluated quality indicators, including cannulation difficulty and success rate, and administration of post-ERCP pancreatitis prophylaxis.

Manual review showed that this approach yielded an accuracy of 96.5%-100%.

Beyond this high level of accuracy, Dr. Singh and colleagues described several reasons why their tool may be superior to previous attempts at an automated ERCP report card.

“Our HL-7–based tool offers several advantages, including versatility via compatibility with multiple types of commercial reporting software and flexibility in customizing the type and aesthetic of the data displayed,” they wrote. “These features improve the user interface, keep costs down, and allow for integration into smaller or nonacademic practice settings.”

They also highlighted how the tool measures quality in relation to procedure indication and difficulty at the provider level.

“Unlike in colonoscopy, where metrics such as adenoma detection rate can be ubiquitously applied to all screening procedures, the difficulty and risk profile of ERCP is inextricably dependent on patient and procedural factors such as indication of the procedure, history of interventions, or history of altered anatomy,” Dr. Singh and colleagues wrote. “Prior studies have shown that both the cost-effectiveness and complication rates of procedures are influenced by procedural indication and complexity. As such, benchmarking an individual provider’s performance necessarily requires the correct procedural context.”

With further optimization, this tool can be integrated into various types of existing endoscopy reporting software at a reasonable cost, and with minimal impact on routine work flow, the investigators concluded.

The investigators disclosed relationships with AbbVie, Boston Scientific, Organon, and others.

A new endoscopic retrograde cholangiopancreatography (ERCP) report card automatically imports and analyzes performance metrics from endoscopy records, offering a real-time gauge of both individual- and institutional-level quality indicators, according to the developers.

The tool boasts an accuracy level exceeding 96%, integrates with multiple electronic health records, and requires minimal additional work time, reported Anmol Singh, MD, of TriStar Centennial Medical Center, Nashville, Tennessee, and colleagues.

“Implementation of quality indicator tracking remains difficult due to the complexity of ERCP as compared with other endoscopic procedures, resulting in significant limitations in the extraction and synthesis of these data,” the investigators wrote in Techniques and Innovations in Gastrointestinal Endoscopy. “Manual extraction methods such as self-assessment forms and chart reviews are both time intensive and error prone, and current automated extraction methods, such as natural language processing, can require substantial resources to implement and undesirably complicate the endoscopy work flow.”

To overcome these challenges, Dr. Singh and colleagues designed an analytics tool that automatically collects ERCP quality indicators from endoscopy reports with “minimal input” from the endoscopist, and is compatible with “any electronic reporting system.”

Development relied upon endoscopy records from 2,146 ERCPs performed by 12 endoscopists at four facilities. The most common reason for ERCP was choledocholithiasis, followed by malignant and benign biliary stricture. Most common procedures were stent placement and sphincterotomy.

Data were aggregated in a Health Level–7 (HL-7) interface, an international standard system that enables compatibility between different types of electronic health records. Some inputs were entered by the performing endoscopist via drop-down menus.

Next, data were shifted into an analytics suite, which evaluated quality indicators, including cannulation difficulty and success rate, and administration of post-ERCP pancreatitis prophylaxis.

Manual review showed that this approach yielded an accuracy of 96.5%-100%.

Beyond this high level of accuracy, Dr. Singh and colleagues described several reasons why their tool may be superior to previous attempts at an automated ERCP report card.

“Our HL-7–based tool offers several advantages, including versatility via compatibility with multiple types of commercial reporting software and flexibility in customizing the type and aesthetic of the data displayed,” they wrote. “These features improve the user interface, keep costs down, and allow for integration into smaller or nonacademic practice settings.”

They also highlighted how the tool measures quality in relation to procedure indication and difficulty at the provider level.

“Unlike in colonoscopy, where metrics such as adenoma detection rate can be ubiquitously applied to all screening procedures, the difficulty and risk profile of ERCP is inextricably dependent on patient and procedural factors such as indication of the procedure, history of interventions, or history of altered anatomy,” Dr. Singh and colleagues wrote. “Prior studies have shown that both the cost-effectiveness and complication rates of procedures are influenced by procedural indication and complexity. As such, benchmarking an individual provider’s performance necessarily requires the correct procedural context.”

With further optimization, this tool can be integrated into various types of existing endoscopy reporting software at a reasonable cost, and with minimal impact on routine work flow, the investigators concluded.

The investigators disclosed relationships with AbbVie, Boston Scientific, Organon, and others.

A new endoscopic retrograde cholangiopancreatography (ERCP) report card automatically imports and analyzes performance metrics from endoscopy records, offering a real-time gauge of both individual- and institutional-level quality indicators, according to the developers.

The tool boasts an accuracy level exceeding 96%, integrates with multiple electronic health records, and requires minimal additional work time, reported Anmol Singh, MD, of TriStar Centennial Medical Center, Nashville, Tennessee, and colleagues.

“Implementation of quality indicator tracking remains difficult due to the complexity of ERCP as compared with other endoscopic procedures, resulting in significant limitations in the extraction and synthesis of these data,” the investigators wrote in Techniques and Innovations in Gastrointestinal Endoscopy. “Manual extraction methods such as self-assessment forms and chart reviews are both time intensive and error prone, and current automated extraction methods, such as natural language processing, can require substantial resources to implement and undesirably complicate the endoscopy work flow.”

To overcome these challenges, Dr. Singh and colleagues designed an analytics tool that automatically collects ERCP quality indicators from endoscopy reports with “minimal input” from the endoscopist, and is compatible with “any electronic reporting system.”

Development relied upon endoscopy records from 2,146 ERCPs performed by 12 endoscopists at four facilities. The most common reason for ERCP was choledocholithiasis, followed by malignant and benign biliary stricture. Most common procedures were stent placement and sphincterotomy.

Data were aggregated in a Health Level–7 (HL-7) interface, an international standard system that enables compatibility between different types of electronic health records. Some inputs were entered by the performing endoscopist via drop-down menus.

Next, data were shifted into an analytics suite, which evaluated quality indicators, including cannulation difficulty and success rate, and administration of post-ERCP pancreatitis prophylaxis.

Manual review showed that this approach yielded an accuracy of 96.5%-100%.

Beyond this high level of accuracy, Dr. Singh and colleagues described several reasons why their tool may be superior to previous attempts at an automated ERCP report card.

“Our HL-7–based tool offers several advantages, including versatility via compatibility with multiple types of commercial reporting software and flexibility in customizing the type and aesthetic of the data displayed,” they wrote. “These features improve the user interface, keep costs down, and allow for integration into smaller or nonacademic practice settings.”

They also highlighted how the tool measures quality in relation to procedure indication and difficulty at the provider level.

“Unlike in colonoscopy, where metrics such as adenoma detection rate can be ubiquitously applied to all screening procedures, the difficulty and risk profile of ERCP is inextricably dependent on patient and procedural factors such as indication of the procedure, history of interventions, or history of altered anatomy,” Dr. Singh and colleagues wrote. “Prior studies have shown that both the cost-effectiveness and complication rates of procedures are influenced by procedural indication and complexity. As such, benchmarking an individual provider’s performance necessarily requires the correct procedural context.”

With further optimization, this tool can be integrated into various types of existing endoscopy reporting software at a reasonable cost, and with minimal impact on routine work flow, the investigators concluded.

The investigators disclosed relationships with AbbVie, Boston Scientific, Organon, and others.

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