Romain Neugebauer, Jaejin An, Sarah Krahe Dombrowski, Caryn Oshiro, Andrea Cassidy-Bushrow, Lisa Gilliam, Gregg Simonson, Andrew J Karter, Richard Bergenstal, Holly Finertie, Maher M Yassin, Greg Knowlton, Sharon R Lin, Wendy Dyer, Noel Pimentel, Keanu Izadian, Julie Schmittdiel, Tainayah W Thomas, Stephanie A Hooker, Margaret B Nolan, Eric Wright, Lindsey Aurora, Luis A Rodriguez, Jasleen Kaur, Alyce S Adams, Mark J van der Laan, Patrick J O'Connor
{"title":"2型糖尿病患者降糖药物类别与心血管预后","authors":"Romain Neugebauer, Jaejin An, Sarah Krahe Dombrowski, Caryn Oshiro, Andrea Cassidy-Bushrow, Lisa Gilliam, Gregg Simonson, Andrew J Karter, Richard Bergenstal, Holly Finertie, Maher M Yassin, Greg Knowlton, Sharon R Lin, Wendy Dyer, Noel Pimentel, Keanu Izadian, Julie Schmittdiel, Tainayah W Thomas, Stephanie A Hooker, Margaret B Nolan, Eric Wright, Lindsey Aurora, Luis A Rodriguez, Jasleen Kaur, Alyce S Adams, Mark J van der Laan, Patrick J O'Connor","doi":"10.1001/jamanetworkopen.2025.36100","DOIUrl":null,"url":null,"abstract":"<p><strong>Importance: </strong>Major adverse cardiovascular events (MACEs) are primary causes of morbidity and mortality in adults with type 2 diabetes (T2D), yet few head-to-head randomized trials have compared the effects of glucose-lowering medications on MACEs, and most observational analyses are limited by inadequate bias adjustment methods.</p><p><strong>Objective: </strong>To compare the effectiveness of sustained exposure to 4 classes of glucose-lowering medications (sulfonylureas, dipeptidyl peptidase-4 inhibitors [DPP4is], sodium-glucose cotransporter-2 inhibitors [SGLT2is], and glucagon-like peptide-1 receptor agonists [GLP-1RAs]) on MACEs in US adults with T2D using modern causal methods combined with machine learning.</p><p><strong>Design, setting, and participants: </strong>This comparative effectiveness study included adults with T2D who were members of 6 large US health care delivery systems and initiated treatment with 1 of 4 medication classes (sulfonylureas, DPP4is, SGLT2is, and GLP-1RAs) between January 1, 2014, and December 31, 2021. Data analysis was conducted from May 1 to December 31, 2024.</p><p><strong>Exposure: </strong>New use of a sulfonylurea, DPP4i, SGLT2i, or GLP-1RA based on filled prescriptions.</p><p><strong>Main outcomes and measures: </strong>The primary outcome was MACEs defined as nonfatal myocardial infarction, nonfatal stroke, or cardiovascular death. Analyses were conducted using targeted learning within a trial emulation framework. Heterogeneity of treatment effects was assessed for prespecified subgroups.</p><p><strong>Results: </strong>This study included 296 676 adults. The cohort for emulating a 4-arm trial included a subset of 241 981 adults (mean [SD] age, 57.2 [12.9] years; 54.3% male) with T2D. In adjusted analyses, 2.5-year MACE risk was lowest in patients with sustained exposure to GLP-1RAs, followed by SGLT2is , sulfonylureas, and DPP4is. Comparing DPP4is with sulfonylureas and SGLT2is with GLP-1RAs, the 2.5-year cumulative risk difference was 1.9% (95% CI, 1.1%-2.7%) and 1.5% (1.1%-1.9%), respectively. Risk differences in patients with vs without atherosclerotic cardiovascular disease (ASCVD) were similar in direction but typically much smaller for patients without ASCVD. Evidence of a benefit of GLP-1RAs over SGLT2is was most pronounced in patients with baseline ASCVD or heart failure (HF), age 65 years or older, or low to moderate kidney impairment but was not found in patients younger than 50 years.</p><p><strong>Conclusions and relevance: </strong>In this study, MACE risk varied significantly by medication class, with most protection achieved with sustained treatment with GLP-1RAs followed by SGLT2is, sulfonylureas, and DPP4is. The magnitude of benefit of GLP-1RAs over SGLT2is depended on baseline age, ASCVD, HF, and kidney impairment. These results, along with consideration of cost, availability, and collateral clinical benefits, may inform treatment decisions for adults with T2D.</p>","PeriodicalId":14694,"journal":{"name":"JAMA Network Open","volume":"8 10","pages":"e2536100"},"PeriodicalIF":9.7000,"publicationDate":"2025-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12529185/pdf/","citationCount":"0","resultStr":"{\"title\":\"Glucose-Lowering Medication Classes and Cardiovascular Outcomes in Patients With Type 2 Diabetes.\",\"authors\":\"Romain Neugebauer, Jaejin An, Sarah Krahe Dombrowski, Caryn Oshiro, Andrea Cassidy-Bushrow, Lisa Gilliam, Gregg Simonson, Andrew J Karter, Richard Bergenstal, Holly Finertie, Maher M Yassin, Greg Knowlton, Sharon R Lin, Wendy Dyer, Noel Pimentel, Keanu Izadian, Julie Schmittdiel, Tainayah W Thomas, Stephanie A Hooker, Margaret B Nolan, Eric Wright, Lindsey Aurora, Luis A Rodriguez, Jasleen Kaur, Alyce S Adams, Mark J van der Laan, Patrick J O'Connor\",\"doi\":\"10.1001/jamanetworkopen.2025.36100\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Importance: </strong>Major adverse cardiovascular events (MACEs) are primary causes of morbidity and mortality in adults with type 2 diabetes (T2D), yet few head-to-head randomized trials have compared the effects of glucose-lowering medications on MACEs, and most observational analyses are limited by inadequate bias adjustment methods.</p><p><strong>Objective: </strong>To compare the effectiveness of sustained exposure to 4 classes of glucose-lowering medications (sulfonylureas, dipeptidyl peptidase-4 inhibitors [DPP4is], sodium-glucose cotransporter-2 inhibitors [SGLT2is], and glucagon-like peptide-1 receptor agonists [GLP-1RAs]) on MACEs in US adults with T2D using modern causal methods combined with machine learning.</p><p><strong>Design, setting, and participants: </strong>This comparative effectiveness study included adults with T2D who were members of 6 large US health care delivery systems and initiated treatment with 1 of 4 medication classes (sulfonylureas, DPP4is, SGLT2is, and GLP-1RAs) between January 1, 2014, and December 31, 2021. Data analysis was conducted from May 1 to December 31, 2024.</p><p><strong>Exposure: </strong>New use of a sulfonylurea, DPP4i, SGLT2i, or GLP-1RA based on filled prescriptions.</p><p><strong>Main outcomes and measures: </strong>The primary outcome was MACEs defined as nonfatal myocardial infarction, nonfatal stroke, or cardiovascular death. Analyses were conducted using targeted learning within a trial emulation framework. Heterogeneity of treatment effects was assessed for prespecified subgroups.</p><p><strong>Results: </strong>This study included 296 676 adults. The cohort for emulating a 4-arm trial included a subset of 241 981 adults (mean [SD] age, 57.2 [12.9] years; 54.3% male) with T2D. In adjusted analyses, 2.5-year MACE risk was lowest in patients with sustained exposure to GLP-1RAs, followed by SGLT2is , sulfonylureas, and DPP4is. Comparing DPP4is with sulfonylureas and SGLT2is with GLP-1RAs, the 2.5-year cumulative risk difference was 1.9% (95% CI, 1.1%-2.7%) and 1.5% (1.1%-1.9%), respectively. Risk differences in patients with vs without atherosclerotic cardiovascular disease (ASCVD) were similar in direction but typically much smaller for patients without ASCVD. Evidence of a benefit of GLP-1RAs over SGLT2is was most pronounced in patients with baseline ASCVD or heart failure (HF), age 65 years or older, or low to moderate kidney impairment but was not found in patients younger than 50 years.</p><p><strong>Conclusions and relevance: </strong>In this study, MACE risk varied significantly by medication class, with most protection achieved with sustained treatment with GLP-1RAs followed by SGLT2is, sulfonylureas, and DPP4is. The magnitude of benefit of GLP-1RAs over SGLT2is depended on baseline age, ASCVD, HF, and kidney impairment. These results, along with consideration of cost, availability, and collateral clinical benefits, may inform treatment decisions for adults with T2D.</p>\",\"PeriodicalId\":14694,\"journal\":{\"name\":\"JAMA Network Open\",\"volume\":\"8 10\",\"pages\":\"e2536100\"},\"PeriodicalIF\":9.7000,\"publicationDate\":\"2025-10-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12529185/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"JAMA Network Open\",\"FirstCategoryId\":\"3\",\"ListUrlMain\":\"https://doi.org/10.1001/jamanetworkopen.2025.36100\",\"RegionNum\":1,\"RegionCategory\":\"医学\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"MEDICINE, GENERAL & INTERNAL\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"JAMA Network Open","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1001/jamanetworkopen.2025.36100","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MEDICINE, GENERAL & INTERNAL","Score":null,"Total":0}
Glucose-Lowering Medication Classes and Cardiovascular Outcomes in Patients With Type 2 Diabetes.
Importance: Major adverse cardiovascular events (MACEs) are primary causes of morbidity and mortality in adults with type 2 diabetes (T2D), yet few head-to-head randomized trials have compared the effects of glucose-lowering medications on MACEs, and most observational analyses are limited by inadequate bias adjustment methods.
Objective: To compare the effectiveness of sustained exposure to 4 classes of glucose-lowering medications (sulfonylureas, dipeptidyl peptidase-4 inhibitors [DPP4is], sodium-glucose cotransporter-2 inhibitors [SGLT2is], and glucagon-like peptide-1 receptor agonists [GLP-1RAs]) on MACEs in US adults with T2D using modern causal methods combined with machine learning.
Design, setting, and participants: This comparative effectiveness study included adults with T2D who were members of 6 large US health care delivery systems and initiated treatment with 1 of 4 medication classes (sulfonylureas, DPP4is, SGLT2is, and GLP-1RAs) between January 1, 2014, and December 31, 2021. Data analysis was conducted from May 1 to December 31, 2024.
Exposure: New use of a sulfonylurea, DPP4i, SGLT2i, or GLP-1RA based on filled prescriptions.
Main outcomes and measures: The primary outcome was MACEs defined as nonfatal myocardial infarction, nonfatal stroke, or cardiovascular death. Analyses were conducted using targeted learning within a trial emulation framework. Heterogeneity of treatment effects was assessed for prespecified subgroups.
Results: This study included 296 676 adults. The cohort for emulating a 4-arm trial included a subset of 241 981 adults (mean [SD] age, 57.2 [12.9] years; 54.3% male) with T2D. In adjusted analyses, 2.5-year MACE risk was lowest in patients with sustained exposure to GLP-1RAs, followed by SGLT2is , sulfonylureas, and DPP4is. Comparing DPP4is with sulfonylureas and SGLT2is with GLP-1RAs, the 2.5-year cumulative risk difference was 1.9% (95% CI, 1.1%-2.7%) and 1.5% (1.1%-1.9%), respectively. Risk differences in patients with vs without atherosclerotic cardiovascular disease (ASCVD) were similar in direction but typically much smaller for patients without ASCVD. Evidence of a benefit of GLP-1RAs over SGLT2is was most pronounced in patients with baseline ASCVD or heart failure (HF), age 65 years or older, or low to moderate kidney impairment but was not found in patients younger than 50 years.
Conclusions and relevance: In this study, MACE risk varied significantly by medication class, with most protection achieved with sustained treatment with GLP-1RAs followed by SGLT2is, sulfonylureas, and DPP4is. The magnitude of benefit of GLP-1RAs over SGLT2is depended on baseline age, ASCVD, HF, and kidney impairment. These results, along with consideration of cost, availability, and collateral clinical benefits, may inform treatment decisions for adults with T2D.
期刊介绍:
JAMA Network Open, a member of the esteemed JAMA Network, stands as an international, peer-reviewed, open-access general medical journal.The publication is dedicated to disseminating research across various health disciplines and countries, encompassing clinical care, innovation in health care, health policy, and global health.
JAMA Network Open caters to clinicians, investigators, and policymakers, providing a platform for valuable insights and advancements in the medical field. As part of the JAMA Network, a consortium of peer-reviewed general medical and specialty publications, JAMA Network Open contributes to the collective knowledge and understanding within the medical community.