Pub Date : 2026-04-01Epub Date: 2026-01-26DOI: 10.1111/dom.70460
John S Pemberton, Robert C Andrews, Katharine Barnard-Kelly, Tadej Battelino, Thomas Danne, Lutz Heinemann, Partha Kar, Alistair Lumb, David M Maahs, Julia K Mader, Chantal Mathieu, Viswanathan Mohan, Helen R Murphy, Eleanor M Scott, Jennifer L Sherr, Carmel E Smart, Martin Tauschmann, Amanda Williams, Emma G Wilmot, Dessi P Zaharieva, Othmar Moser
Continuous glucose monitoring (CGM) is now central to diabetes management, yet variation in how respective medical products are evaluated limits meaningful comparison between CGM systems. Three barriers currently constrain reliable interpretation of glucose-derived measures. The first is limited transparency: in several regulatory settings, particularly those using Conformité Européenne marking, clinical-study reports, reference-method information and analytical documentation required for market authorisation are not publicly accessible. The second barrier is heterogeneity in study procedures. Existing evaluations use different reference-glucose methods, sampling strategies, glucose-manipulation protocols and participant characteristics, leading to accuracy estimates that cannot be interpreted consistently across systems. The third barrier is calibration alignment. Even with full transparency and aligned procedures, CGM systems may differ because their calibration algorithms are trained on distinct reference-glucose datasets, influencing reported glucose ranges, automated insulin-delivery behaviour and interpretation during device transitions. A modified Delphi process involving clinicians, laboratory scientists, and researchers identified these issues as the principal determinants of comparability. During this process, the International Federation of Clinical Chemistry and Laboratory Medicine released a validated framework for performance evaluation of CGM systems, providing a unified approach to reference-method selection, dynamic in-clinic testing, and structured reporting. Adoption would reduce procedural variability but does not resolve calibration-alignment differences. This international clinical opinion proposes a pathway towards internationally interpretable CGM evaluation: immediate transparency of clinical evidence, routine declaration of calibration alignment, and progressive adoption of validated standardised procedures. These steps provide a foundation for reliable interpretation and globally comparable assessment of CGM technologies.
{"title":"International clinical opinion on transparency, standardisation, and calibration alignment in the performance evaluation of systems for continuous glucose monitoring.","authors":"John S Pemberton, Robert C Andrews, Katharine Barnard-Kelly, Tadej Battelino, Thomas Danne, Lutz Heinemann, Partha Kar, Alistair Lumb, David M Maahs, Julia K Mader, Chantal Mathieu, Viswanathan Mohan, Helen R Murphy, Eleanor M Scott, Jennifer L Sherr, Carmel E Smart, Martin Tauschmann, Amanda Williams, Emma G Wilmot, Dessi P Zaharieva, Othmar Moser","doi":"10.1111/dom.70460","DOIUrl":"10.1111/dom.70460","url":null,"abstract":"<p><p>Continuous glucose monitoring (CGM) is now central to diabetes management, yet variation in how respective medical products are evaluated limits meaningful comparison between CGM systems. Three barriers currently constrain reliable interpretation of glucose-derived measures. The first is limited transparency: in several regulatory settings, particularly those using Conformité Européenne marking, clinical-study reports, reference-method information and analytical documentation required for market authorisation are not publicly accessible. The second barrier is heterogeneity in study procedures. Existing evaluations use different reference-glucose methods, sampling strategies, glucose-manipulation protocols and participant characteristics, leading to accuracy estimates that cannot be interpreted consistently across systems. The third barrier is calibration alignment. Even with full transparency and aligned procedures, CGM systems may differ because their calibration algorithms are trained on distinct reference-glucose datasets, influencing reported glucose ranges, automated insulin-delivery behaviour and interpretation during device transitions. A modified Delphi process involving clinicians, laboratory scientists, and researchers identified these issues as the principal determinants of comparability. During this process, the International Federation of Clinical Chemistry and Laboratory Medicine released a validated framework for performance evaluation of CGM systems, providing a unified approach to reference-method selection, dynamic in-clinic testing, and structured reporting. Adoption would reduce procedural variability but does not resolve calibration-alignment differences. This international clinical opinion proposes a pathway towards internationally interpretable CGM evaluation: immediate transparency of clinical evidence, routine declaration of calibration alignment, and progressive adoption of validated standardised procedures. These steps provide a foundation for reliable interpretation and globally comparable assessment of CGM technologies.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":" ","pages":"2551-2565"},"PeriodicalIF":5.7,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12992209/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146045843","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-04-01Epub Date: 2026-02-03DOI: 10.1111/dom.70531
Carel W le Roux, Luca Busetto, Louis Aronne, Deborah Bade Horn, Georgios K Dimitriadis, Beverly Falcon, Luis-Emilio Garcia-Perez, Elisa Gomez Valderas, Theresa Hunter Gibble, Cagri Senyucel, Julia P Dunn
Introduction: With new advancements in obesity medicine, clarity on goals and expectations for successful disease management is limited. This post hoc analysis assessed application of proposed treat-to-target (TtT) thresholds for obesity to the outcome measures of SURMOUNT-5, which randomised participants with obesity to tirzepatide or semaglutide.
Methods: The proportion of participants in each treatment group reaching proposed TtT thresholds for waist to height ratio (WHtR) <0.53, body mass index (BMI) <27 kg/m2, or a combination was evaluated. The associations between the thresholds and achieving low disease activity to remission (meeting goals for at least four of five defined cardiometabolic risk parameters) and normalisation or improvement in SF-36v2 physical component score (PCS) from baseline to week 72 were explored.
Results: About 23.1%-33.9% of participants treated with tirzepatide and 14.2%-20.7% treated with semaglutide reached the TtT thresholds, with greater weight reduction than the overall population. About 77% of participants who reached WHtR <0.53 achieved low disease activity to remission, with an odds ratio of 2.31 (p < 0.001) compared to those who did not reach this target. The BMI threshold was not statistically associated with the assessed outcomes for SF-36v2 PCS.
Conclusion: In this post hoc analysis of SURMOUNT-5, most participants who reached the proposed TtT thresholds achieved the goal of low disease activity to remission defined by cardiometabolic risk parameters. These data suggest that TtT thresholds in obesity medicine may clarify goals in shared decision-making and improve clinical outcomes.
{"title":"A treat-to-target approach for obesity management: A post hoc analysis of the SURMOUNT-5 trial.","authors":"Carel W le Roux, Luca Busetto, Louis Aronne, Deborah Bade Horn, Georgios K Dimitriadis, Beverly Falcon, Luis-Emilio Garcia-Perez, Elisa Gomez Valderas, Theresa Hunter Gibble, Cagri Senyucel, Julia P Dunn","doi":"10.1111/dom.70531","DOIUrl":"10.1111/dom.70531","url":null,"abstract":"<p><strong>Introduction: </strong>With new advancements in obesity medicine, clarity on goals and expectations for successful disease management is limited. This post hoc analysis assessed application of proposed treat-to-target (TtT) thresholds for obesity to the outcome measures of SURMOUNT-5, which randomised participants with obesity to tirzepatide or semaglutide.</p><p><strong>Methods: </strong>The proportion of participants in each treatment group reaching proposed TtT thresholds for waist to height ratio (WHtR) <0.53, body mass index (BMI) <27 kg/m<sup>2</sup>, or a combination was evaluated. The associations between the thresholds and achieving low disease activity to remission (meeting goals for at least four of five defined cardiometabolic risk parameters) and normalisation or improvement in SF-36v2 physical component score (PCS) from baseline to week 72 were explored.</p><p><strong>Results: </strong>About 23.1%-33.9% of participants treated with tirzepatide and 14.2%-20.7% treated with semaglutide reached the TtT thresholds, with greater weight reduction than the overall population. About 77% of participants who reached WHtR <0.53 achieved low disease activity to remission, with an odds ratio of 2.31 (p < 0.001) compared to those who did not reach this target. The BMI threshold was not statistically associated with the assessed outcomes for SF-36v2 PCS.</p><p><strong>Conclusion: </strong>In this post hoc analysis of SURMOUNT-5, most participants who reached the proposed TtT thresholds achieved the goal of low disease activity to remission defined by cardiometabolic risk parameters. These data suggest that TtT thresholds in obesity medicine may clarify goals in shared decision-making and improve clinical outcomes.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":" ","pages":"3355-3366"},"PeriodicalIF":5.7,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12992187/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146111601","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-04-01Epub Date: 2026-02-02DOI: 10.1111/dom.70515
Sai Rahul Ponnana, Tong Zhang, Santosh Kumar Sirasapalli, Zhuo Chen, Jean-Eudes Dazard, Niketh Surya, Shamsa Elhussain, Kanimozhi Sivanantham, Robert Okyere, Ian J Neeland, Sanjay Rajagopalan, Salil V Deo
Aim: Coronary artery calcium (CAC) scoring is observed to improve risk stratification for major adverse cardiovascular events (MACE). Semaglutide, a recently introduced anti-obesity drug, is very effective, but wider use is limited due to high costs. Hence, this study investigated the cost-effectiveness (CEA) of semaglutide across CAC groups.
Materials and methods: CAC scores for 38 058 CLARIFY registry participants meeting SELECT criteria were included. They were stratified into four CAC groups: 0, 1-99, 100-399, ≥400. To determine MACE (composite of myocardial infarction, heart failure, stroke or all-cause mortality) risk across CAC groups, hazard ratios (HR) were estimated from multi-variable adjusted Cox proportional hazard models. Next, lifetime-horizon Markov models were created to simulate semaglutide therapy and the potential clinical benefit (reported as number needed to treat [NNT]) and CEA (estimated with incremental cost-effectiveness ratio [ICER]) were examined for CAC groups. Multiple scenarios to mimic real-world experience were fitted for robust sensitivity analyses.
Results: Compared to CAC = 0, MACE risk was higher for CAC ≥400 (HR: 1.97 [95% CI: 1.66-2.35]), heart failure (HR: 1.76 [95% CI: 1.36-2.28]), mortality (HR: 1.62 [95% CI: 1.21-2.17]). Modelling 3.3 years of semaglutide use resulted in potential MACE NNT values of 151 (95% CI: 108-302) and 34 (95% CI: 25-69) for CAC = 0 and CAC ≥400. Markov modelled ICER for semaglutide use reduced across CAC groups ($625 863/QALY [CAC = 0] vs. $168 666/QALY [CAC ≥400]).
Conclusions: CAC scores have potential use as a tool to estimate potential clinical benefit and cost for lifetime semaglutide therapy among obese individuals.
{"title":"Risk stratification using coronary artery calcium and potential benefit of semaglutide therapy: A cost-effectiveness modelling study.","authors":"Sai Rahul Ponnana, Tong Zhang, Santosh Kumar Sirasapalli, Zhuo Chen, Jean-Eudes Dazard, Niketh Surya, Shamsa Elhussain, Kanimozhi Sivanantham, Robert Okyere, Ian J Neeland, Sanjay Rajagopalan, Salil V Deo","doi":"10.1111/dom.70515","DOIUrl":"10.1111/dom.70515","url":null,"abstract":"<p><strong>Aim: </strong>Coronary artery calcium (CAC) scoring is observed to improve risk stratification for major adverse cardiovascular events (MACE). Semaglutide, a recently introduced anti-obesity drug, is very effective, but wider use is limited due to high costs. Hence, this study investigated the cost-effectiveness (CEA) of semaglutide across CAC groups.</p><p><strong>Materials and methods: </strong>CAC scores for 38 058 CLARIFY registry participants meeting SELECT criteria were included. They were stratified into four CAC groups: 0, 1-99, 100-399, ≥400. To determine MACE (composite of myocardial infarction, heart failure, stroke or all-cause mortality) risk across CAC groups, hazard ratios (HR) were estimated from multi-variable adjusted Cox proportional hazard models. Next, lifetime-horizon Markov models were created to simulate semaglutide therapy and the potential clinical benefit (reported as number needed to treat [NNT]) and CEA (estimated with incremental cost-effectiveness ratio [ICER]) were examined for CAC groups. Multiple scenarios to mimic real-world experience were fitted for robust sensitivity analyses.</p><p><strong>Results: </strong>Compared to CAC = 0, MACE risk was higher for CAC ≥400 (HR: 1.97 [95% CI: 1.66-2.35]), heart failure (HR: 1.76 [95% CI: 1.36-2.28]), mortality (HR: 1.62 [95% CI: 1.21-2.17]). Modelling 3.3 years of semaglutide use resulted in potential MACE NNT values of 151 (95% CI: 108-302) and 34 (95% CI: 25-69) for CAC = 0 and CAC ≥400. Markov modelled ICER for semaglutide use reduced across CAC groups ($625 863/QALY [CAC = 0] vs. $168 666/QALY [CAC ≥400]).</p><p><strong>Conclusions: </strong>CAC scores have potential use as a tool to estimate potential clinical benefit and cost for lifetime semaglutide therapy among obese individuals.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":" ","pages":"3229-3237"},"PeriodicalIF":5.7,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12992155/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146099541","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-04-01Epub Date: 2026-01-26DOI: 10.1111/dom.70514
Xi Zhu, Lorraine L Lipscombe, Rayzel Shulman, Leif Erik Lovblom, Karl Everett, Alanna Weisman
Aims: To assess characteristics associated with earlier (≤2 years since diagnosis) versus later (>2 years) insulin pump initiation among new type 1 diabetes applicants to the publicly funded insulin pump program in Ontario, and whether timing of pump initiation is associated with cumulative glycaemic exposure.
Materials and methods: A retrospective population-based cohort study was conducted using administrative healthcare databases in Ontario, Canada. All pump program applicants prior to 31 March 2021 were included. An adjusted log-binomial regression model using generalized estimating equations assessed associations between patient- and physician-level characteristics and earlier versus later pump initiation. A linear regression model examined differences in cumulative HbA1c over time between earlier versus later pump initiators.
Results: Among 4899 individuals, 62.6% were earlier pump initiators. Greater social disadvantage was associated with lower likelihood of earlier pump initiation [adjusted relative risk (RR) 0.81 (95% confidence interval {CI} 0.75-0.88)] for most versus least disadvantaged quintile. Compared to paediatrician care, endocrinologist [RR 0.85 (95% CI 0.79, 0.91)], general internist [0.73 (0.64-0.83)], and family physician care [0.28 (0.21-0.37)] were associated with less earlier pump initiation. Older age at diagnosis and physician training prior to publicly funded pump therapy were associated with less earlier pump initiation. Earlier pump initiators had a significantly lower annual rate of increase in cumulative HbA1c compared with later initiators (-0.33% per year; 95% CI -0.45 to -0.20; p < 0.001), although cumulative HbA1c at 10 years did not differ significantly between groups (mean difference -1.50; p = 0.112).
Conclusions: Social disadvantage and physician characteristics are associated with less earlier pump initiation, which may have negative long-term effects on glycaemic management. Barriers to earlier pump initiation should be removed to promote equitable access and optimize glycaemic outcomes.
目的:评估安大略省公共资助胰岛素泵项目的新1型糖尿病患者早期(诊断后≤2年)与较晚(>2年)胰岛素泵启动的相关特征,以及启动胰岛素泵的时间是否与累积血糖暴露有关。材料和方法:在加拿大安大略省的行政保健数据库中进行了一项基于人群的回顾性队列研究。2021年3月31日之前的所有泵项目申请人都包括在内。使用广义估计方程的调整对数二项回归模型评估了患者和医生水平特征与早期和晚期泵启动之间的关联。线性回归模型检测了较早和较晚泵启动者的累积HbA1c随时间的差异。结果:4899人中,有62.6%的人是早期的泵启动者。对于处境最不利的五分之一组和处境最不利的五分之一组来说,更大的社会不利条件与更低的早期泵启动可能性相关[校正相对风险(RR) 0.81(95%可信区间{CI} 0.75-0.88)]。与儿科医生护理相比,内分泌科医生[RR 0.85 (95% CI 0.79, 0.91)]、普通内科医生[0.73(0.64-0.83)]和家庭医生护理[0.28(0.21-0.37)]与较早启动泵相关。诊断时年龄较大和在公共资助的泵治疗之前接受过医生培训与较早的泵启动相关。与较晚启动泵的患者相比,较早启动泵的患者累积HbA1c的年增长率明显较低(-0.33% /年;95% CI -0.45至-0.20;p)。结论:社会劣势和医生特征与较早启动泵相关,这可能对血糖管理产生负面的长期影响。应该消除早期泵启动的障碍,以促进公平获取和优化血糖结果。
{"title":"Timing of insulin pump initiation among individuals with type 1 diabetes in Ontario, Canada.","authors":"Xi Zhu, Lorraine L Lipscombe, Rayzel Shulman, Leif Erik Lovblom, Karl Everett, Alanna Weisman","doi":"10.1111/dom.70514","DOIUrl":"10.1111/dom.70514","url":null,"abstract":"<p><strong>Aims: </strong>To assess characteristics associated with earlier (≤2 years since diagnosis) versus later (>2 years) insulin pump initiation among new type 1 diabetes applicants to the publicly funded insulin pump program in Ontario, and whether timing of pump initiation is associated with cumulative glycaemic exposure.</p><p><strong>Materials and methods: </strong>A retrospective population-based cohort study was conducted using administrative healthcare databases in Ontario, Canada. All pump program applicants prior to 31 March 2021 were included. An adjusted log-binomial regression model using generalized estimating equations assessed associations between patient- and physician-level characteristics and earlier versus later pump initiation. A linear regression model examined differences in cumulative HbA1c over time between earlier versus later pump initiators.</p><p><strong>Results: </strong>Among 4899 individuals, 62.6% were earlier pump initiators. Greater social disadvantage was associated with lower likelihood of earlier pump initiation [adjusted relative risk (RR) 0.81 (95% confidence interval {CI} 0.75-0.88)] for most versus least disadvantaged quintile. Compared to paediatrician care, endocrinologist [RR 0.85 (95% CI 0.79, 0.91)], general internist [0.73 (0.64-0.83)], and family physician care [0.28 (0.21-0.37)] were associated with less earlier pump initiation. Older age at diagnosis and physician training prior to publicly funded pump therapy were associated with less earlier pump initiation. Earlier pump initiators had a significantly lower annual rate of increase in cumulative HbA1c compared with later initiators (-0.33% per year; 95% CI -0.45 to -0.20; p < 0.001), although cumulative HbA1c at 10 years did not differ significantly between groups (mean difference -1.50; p = 0.112).</p><p><strong>Conclusions: </strong>Social disadvantage and physician characteristics are associated with less earlier pump initiation, which may have negative long-term effects on glycaemic management. Barriers to earlier pump initiation should be removed to promote equitable access and optimize glycaemic outcomes.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":" ","pages":"3219-3228"},"PeriodicalIF":5.7,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12992180/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146049856","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-04-01Epub Date: 2026-01-07DOI: 10.1111/dom.70455
Rosa Oh, Seohyun Kim, So Hyun Cho, Ji Yoon Kim, Myunghwa Jang, Sang Ho Park, You-Bin Lee, Sang-Man Jin, Kyu Yeon Hur, Gyuri Kim, Jae Hyeon Kim
Aims: Prognostic markers for microvascular complications in type 1 diabetes are needed because factors beyond hyperglycaemia contribute to this risk. The triglyceride-glucose (TyG) index is an established marker of vascular complications in type 2 diabetes; however, its clinical significance in type 1 diabetes remains unknown. We aimed to investigate the association between the TyG index and long-term renal outcomes in a nationwide cohort of adults with type 1 diabetes.
Materials and methods: In this nationwide cohort study of 14 782 adults with type 1 diabetes from the Korean National Health Insurance Service database, we used Cox proportional hazards models to evaluate the risk of incident chronic kidney disease (CKD) and end-stage renal disease (ESRD) across quartiles of the baseline TyG index during a median follow-up of 7.04 years.
Results: A significant dose-response relationship was observed between the TyG index and adverse renal outcomes. After multivariable adjustment, the highest TyG quartile (Q4) had a 2.15-fold (95% confidence interval, 1.87-2.48) and a 2.90-fold (95% confidence interval, 2.25-3.75) higher risk of developing CKD and ESRD, respectively, than the lowest quartile (Q1) (p for trend <0.001 for both). These associations remained significant in a competing-risk analysis that included all-cause mortality. Additionally, higher TyG quartiles were associated with a progressively worsening distribution of 5-year CKD stages.
Conclusions: The TyG index may serve as a valuable clinical indicator to identify individuals with type 1 diabetes at high risk for developing incident CKD and ESRD.
{"title":"Elevated triglyceride-glucose index is associated with increased risk of chronic kidney disease and end-stage renal disease in type 1 diabetes: Nationwide cohort study.","authors":"Rosa Oh, Seohyun Kim, So Hyun Cho, Ji Yoon Kim, Myunghwa Jang, Sang Ho Park, You-Bin Lee, Sang-Man Jin, Kyu Yeon Hur, Gyuri Kim, Jae Hyeon Kim","doi":"10.1111/dom.70455","DOIUrl":"10.1111/dom.70455","url":null,"abstract":"<p><strong>Aims: </strong>Prognostic markers for microvascular complications in type 1 diabetes are needed because factors beyond hyperglycaemia contribute to this risk. The triglyceride-glucose (TyG) index is an established marker of vascular complications in type 2 diabetes; however, its clinical significance in type 1 diabetes remains unknown. We aimed to investigate the association between the TyG index and long-term renal outcomes in a nationwide cohort of adults with type 1 diabetes.</p><p><strong>Materials and methods: </strong>In this nationwide cohort study of 14 782 adults with type 1 diabetes from the Korean National Health Insurance Service database, we used Cox proportional hazards models to evaluate the risk of incident chronic kidney disease (CKD) and end-stage renal disease (ESRD) across quartiles of the baseline TyG index during a median follow-up of 7.04 years.</p><p><strong>Results: </strong>A significant dose-response relationship was observed between the TyG index and adverse renal outcomes. After multivariable adjustment, the highest TyG quartile (Q4) had a 2.15-fold (95% confidence interval, 1.87-2.48) and a 2.90-fold (95% confidence interval, 2.25-3.75) higher risk of developing CKD and ESRD, respectively, than the lowest quartile (Q1) (p for trend <0.001 for both). These associations remained significant in a competing-risk analysis that included all-cause mortality. Additionally, higher TyG quartiles were associated with a progressively worsening distribution of 5-year CKD stages.</p><p><strong>Conclusions: </strong>The TyG index may serve as a valuable clinical indicator to identify individuals with type 1 diabetes at high risk for developing incident CKD and ESRD.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":" ","pages":"2784-2794"},"PeriodicalIF":5.7,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12995844/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145916187","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-04-01Epub Date: 2026-01-05DOI: 10.1111/dom.70456
Danyang Wang, Jedidiah I Morton, Agus Salim, Dianna J Magliano, Jonathan E Shaw
Aims: Magnetic resonance imaging (MRI) provides the most accurate assessments of site-specific fat accumulation, but is not readily available. Less-accurate methods, such as Dual-energy x-ray absorptiometry (DXA), bioelectrical impedance analysis (BIA), and anthropometry, have been widely used to measure overall and regional adiposity. However, the extent to which these approaches reflect MRI-derived fat depots is not fully understood.
Materials and methods: We included 18 622 White participants from the UK Biobank imaging visit. A total of 27 indices from DXA, BIA, and anthropometry were selected to characterise overall and regional adiposity, and all indices were standardised. In subgroups stratified by age and sex, Pearson correlation coefficients were used to assess the degree of linear association between these indices and MRI-determined subcutaneous, visceral, liver, and pancreas fat. Intraclass correlation coefficients (ICC) were further calculated to evaluate the absolute agreement between the corresponding fat measures.
Results: Generally, correlations of adiposity indices from DXA (total, trunk, android, gynoid, arm, and leg fat), BIA (total, trunk, arm, and leg fat), and anthropometry (body mass index (BMI), waist and hip circumference) with MRI measures were strongest for subcutaneous fat, followed by visceral fat, and weakest for liver and pancreas fat. The correlation coefficients with MRI-based visceral fat were larger for indices reflecting abdominal adiposity (e.g., DXA-based visceral, android, and trunk fat, BIA-based trunk fat, and waist circumference) and for measures of total adiposity (e.g., DXA- and BIA-derived total fat). The absolute agreement with MRI-based visceral fat was highest for DXA-based visceral, trunk, and android fat (ICC = 0.73-0.94), followed by waist circumference (ICC = 0.73-0.77), and then the remaining indices.
Conclusions: Indices of abdominal adiposity (as indicated by DXA-derived visceral, trunk, and android fat and waist circumference) appeared highly reflective of MRI-determined visceral fat. Considering cost and accessibility, waist circumference may serve as the most appropriate surrogate for assessing visceral fat.
{"title":"Comparison of DXA, BIA, and anthropometry for assessing subcutaneous, visceral, liver, and pancreas fat measured by MRI.","authors":"Danyang Wang, Jedidiah I Morton, Agus Salim, Dianna J Magliano, Jonathan E Shaw","doi":"10.1111/dom.70456","DOIUrl":"10.1111/dom.70456","url":null,"abstract":"<p><strong>Aims: </strong>Magnetic resonance imaging (MRI) provides the most accurate assessments of site-specific fat accumulation, but is not readily available. Less-accurate methods, such as Dual-energy x-ray absorptiometry (DXA), bioelectrical impedance analysis (BIA), and anthropometry, have been widely used to measure overall and regional adiposity. However, the extent to which these approaches reflect MRI-derived fat depots is not fully understood.</p><p><strong>Materials and methods: </strong>We included 18 622 White participants from the UK Biobank imaging visit. A total of 27 indices from DXA, BIA, and anthropometry were selected to characterise overall and regional adiposity, and all indices were standardised. In subgroups stratified by age and sex, Pearson correlation coefficients were used to assess the degree of linear association between these indices and MRI-determined subcutaneous, visceral, liver, and pancreas fat. Intraclass correlation coefficients (ICC) were further calculated to evaluate the absolute agreement between the corresponding fat measures.</p><p><strong>Results: </strong>Generally, correlations of adiposity indices from DXA (total, trunk, android, gynoid, arm, and leg fat), BIA (total, trunk, arm, and leg fat), and anthropometry (body mass index (BMI), waist and hip circumference) with MRI measures were strongest for subcutaneous fat, followed by visceral fat, and weakest for liver and pancreas fat. The correlation coefficients with MRI-based visceral fat were larger for indices reflecting abdominal adiposity (e.g., DXA-based visceral, android, and trunk fat, BIA-based trunk fat, and waist circumference) and for measures of total adiposity (e.g., DXA- and BIA-derived total fat). The absolute agreement with MRI-based visceral fat was highest for DXA-based visceral, trunk, and android fat (ICC = 0.73-0.94), followed by waist circumference (ICC = 0.73-0.77), and then the remaining indices.</p><p><strong>Conclusions: </strong>Indices of abdominal adiposity (as indicated by DXA-derived visceral, trunk, and android fat and waist circumference) appeared highly reflective of MRI-determined visceral fat. Considering cost and accessibility, waist circumference may serve as the most appropriate surrogate for assessing visceral fat.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":" ","pages":"2795-2805"},"PeriodicalIF":5.7,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145905463","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-04-01Epub Date: 2026-01-14DOI: 10.1111/dom.70478
Steven K Malin, Emily M Heiston, Daniel J Battillo, Tristan J Ragland, Anna Ballantyne, Sue A Shapses, Ankit M Shah, James T Patrie
Aims: Mixed evidence exists on whether metformin adds to or attenuates the insulin-sensitising effects of exercise. To date, no studies have tested whether metformin differentially impacts exercise training intensity-mediated insulin sensitivity. We tested the hypothesis that metformin would blunt metabolic insulin sensitivity and carbohydrate oxidation in an intensity-based manner among adults with metabolic syndrome (MetS) risk.
Materials and methods: In a double-blind, placebo-controlled trial, participants were randomised to low-intensity exercise plus placebo (~55% VO2max 5 days/week, LoEx + PL, n = 22) or metformin (2000 mg/day, LoEx + Met, n = 21) and high-intensity exercise plus placebo (~85% VO2max 5 days/week, HiEx + PL, n = 24) or metformin (HiEx + Met, n = 24) for 16 weeks. A 120-min euglycaemic-hyperinsulinemic clamp (40 mU/m2/min, 90 mg/dL) was conducted pre- and post-treatment to assess metabolic insulin sensitivity (M-value/insulin). Fasting and insulin-stimulated carbohydrate oxidation was also assessed using indirect calorimetry. Adipokines (leptin, high molecular weight (HWM), and total adiponectin) were measured at 0 and 120 min of the clamp. Aerobic fitness (VO2max) and body composition (DXA) were also analysed.
Results: HiEx + PL increased metabolic insulin sensitivity (p = 0.017) while HiEx + Met, LoEx + PL, or LoEx + Met did not. HiEx + PL also raised insulin-stimulated carbohydrate oxidation and decreased fat oxidation compared with LoEx + Met (both, p = 0.008). Increased metabolic insulin sensitivity related to reductions in fasting glucose (r = -0.41, p = 0.025), VO2max (r = 0.55, p = 0.002), fasting leptin (r = -0.54, p = 0.01), and weight loss (r = -0.60, p < 0.001) after exercise and placebo, but not exercise and metformin.
Conclusions: Metformin attenuated metabolic insulin sensitivity and insulin-stimulated carbohydrate oxidation after high-intensity exercise training in adults at risk for MetS.
目的:关于二甲双胍是否增加或减弱运动的胰岛素敏感效应,存在各种各样的证据。到目前为止,还没有研究测试二甲双胍是否会对运动训练强度介导的胰岛素敏感性产生不同的影响。我们检验了二甲双胍会在代谢综合征(MetS)风险的成人中以强度为基础的方式降低代谢胰岛素敏感性和碳水化合物氧化的假设。材料和方法:在一项双盲安慰剂对照试验中,参与者被随机分配到低强度运动加安慰剂组(~55% VO2max /周5天,LoEx + PL, n = 22)或二甲双胍组(2000毫克/天,LoEx + Met, n = 21),高强度运动加安慰剂组(~85% VO2max /周5天,HiEx + PL, n = 24)或二甲双胍组(HiEx + Met, n = 24),持续16周。治疗前后分别进行120分钟的血糖-高胰岛素钳夹(40 mU/m2/min, 90 mg/dL),评估代谢胰岛素敏感性(m值/胰岛素)。空腹和胰岛素刺激的碳水化合物氧化也使用间接量热法进行评估。脂肪因子(瘦素、高分子量(HWM)和总脂联素)在钳夹0和120min时测定。有氧适能(VO2max)和体成分(DXA)也进行了分析。结果:HiEx + PL增加代谢胰岛素敏感性(p = 0.017),而HiEx + Met、LoEx + PL或LoEx + Met没有增加代谢胰岛素敏感性。与LoEx + Met相比,HiEx + PL还提高了胰岛素刺激的碳水化合物氧化,降低了脂肪氧化(均p = 0.008)。代谢胰岛素敏感性的增加与空腹血糖(r = -0.41, p = 0.025)、最大摄氧量(r = 0.55, p = 0.002)、空腹瘦素(r = -0.54, p = 0.01)和体重减轻(r = -0.60, p)的降低有关。结论:二甲双胍降低了高强度运动训练后代谢胰岛素敏感性和胰岛素刺激的碳水化合物氧化。
{"title":"Metformin attenuates metabolic insulin sensitivity and insulin-stimulated carbohydrate oxidation after high-intensity exercise training in adults at risk for metabolic syndrome.","authors":"Steven K Malin, Emily M Heiston, Daniel J Battillo, Tristan J Ragland, Anna Ballantyne, Sue A Shapses, Ankit M Shah, James T Patrie","doi":"10.1111/dom.70478","DOIUrl":"10.1111/dom.70478","url":null,"abstract":"<p><strong>Aims: </strong>Mixed evidence exists on whether metformin adds to or attenuates the insulin-sensitising effects of exercise. To date, no studies have tested whether metformin differentially impacts exercise training intensity-mediated insulin sensitivity. We tested the hypothesis that metformin would blunt metabolic insulin sensitivity and carbohydrate oxidation in an intensity-based manner among adults with metabolic syndrome (MetS) risk.</p><p><strong>Materials and methods: </strong>In a double-blind, placebo-controlled trial, participants were randomised to low-intensity exercise plus placebo (~55% VO<sub>2</sub>max 5 days/week, LoEx + PL, n = 22) or metformin (2000 mg/day, LoEx + Met, n = 21) and high-intensity exercise plus placebo (~85% VO<sub>2</sub>max 5 days/week, HiEx + PL, n = 24) or metformin (HiEx + Met, n = 24) for 16 weeks. A 120-min euglycaemic-hyperinsulinemic clamp (40 mU/m<sup>2</sup>/min, 90 mg/dL) was conducted pre- and post-treatment to assess metabolic insulin sensitivity (M-value/insulin). Fasting and insulin-stimulated carbohydrate oxidation was also assessed using indirect calorimetry. Adipokines (leptin, high molecular weight (HWM), and total adiponectin) were measured at 0 and 120 min of the clamp. Aerobic fitness (VO<sub>2</sub>max) and body composition (DXA) were also analysed.</p><p><strong>Results: </strong>HiEx + PL increased metabolic insulin sensitivity (p = 0.017) while HiEx + Met, LoEx + PL, or LoEx + Met did not. HiEx + PL also raised insulin-stimulated carbohydrate oxidation and decreased fat oxidation compared with LoEx + Met (both, p = 0.008). Increased metabolic insulin sensitivity related to reductions in fasting glucose (r = -0.41, p = 0.025), VO<sub>2</sub>max (r = 0.55, p = 0.002), fasting leptin (r = -0.54, p = 0.01), and weight loss (r = -0.60, p < 0.001) after exercise and placebo, but not exercise and metformin.</p><p><strong>Conclusions: </strong>Metformin attenuated metabolic insulin sensitivity and insulin-stimulated carbohydrate oxidation after high-intensity exercise training in adults at risk for MetS.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":" ","pages":"2941-2952"},"PeriodicalIF":5.7,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12992159/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145964688","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Aim: Heart failure with preserved ejection fraction (HFpEF) presents a therapeutic challenge, characterised by a paucity of validated treatments. Emerging data suggest that targeting adiposity is central to HFpEF pathogenesis. We conducted an updated network meta-analysis to compare the efficacy of emerging and established HFpEF therapies.
Materials and methods: We systematically searched PubMed, Embase and Cochrane Library from inception to April 2025 for randomised controlled trials enrolling patients with HFpEF and evaluating pharmacotherapies, including angiotensin-converting enzyme inhibitors, angiotensin receptor blockers, beta blockers, mineralocorticoid receptor antagonists (MRAs), digoxin, angiotensin receptor-neprilysin inhibitor, sodium-glucose transporter 2 inhibitors (SGLT2is), glucagon-like peptide-1 receptor agonists (GLP-1 RAs), nitrates and nitrites. The primary outcome was a composite of cardiovascular death and heart failure (HF) hospitalisation. The secondary outcomes included cardiovascular death, all-cause mortality, worsening HF events, change in the 6-min walk test (6MWT) distance, Kansas City Cardiomyopathy Questionnaire Clinical Summary Score (KCCQ-CSS) and N-terminal pro-B-type natriuretic peptide levels. A frequentist random-effects NMA was conducted.
Results: Thirty-nine trials with 78 treatment arms and 48 235 patients were enrolled. Compared with placebo, GLP-1 RAs (HR: 0.73, 95% CI 0.61-0.88) and SGLT2is (HR: 0.79, 95% CI 0.70-0.90; P-score: 0.807) significantly reduced the risk of cardiovascular death and HF hospitalisation. GLP-1 RAs showed the highest probability of ranking first (P-score: 0.871). GLP-1 RAs elicited the greatest improvement in functional outcomes, including the 6MWT (mean difference: +17.60 m, 95% CI 8.53-26.67) and KCCQ-CSS (mean difference: +7.38 points, 95% CI 5.51-9.26). No statistically significant differences in cardiovascular death or all-cause mortality were observed among the treatments.
Conclusions: In patients with HFpEF, GLP-1RA, SGLT2i and MRA significantly reduced the risk of cardiovascular death and HF hospitalisation, while GLP-1RA additionally improved the functional and quality-of-life outcomes. GLP-1RA and SGLT2i significantly reduced HF morbidity, and GLP-1RA uniquely improved functional status, positioning adiposity modulation as a central therapeutic target in HFpEF.
目的:心力衰竭保留射血分数(HFpEF)提出了一个治疗挑战,其特点是缺乏有效的治疗方法。新出现的数据表明,针对肥胖是HFpEF发病机制的核心。我们进行了一项更新的网络荟萃分析,以比较新兴和成熟的HFpEF疗法的疗效。材料和方法:我们系统地检索了PubMed、Embase和Cochrane图书馆从成立到2025年4月的随机对照试验,纳入HFpEF患者并评估药物治疗,包括血管紧张素转换酶抑制剂、血管紧张素受体阻滞剂、受体阻滞剂、矿皮质激素受体拮抗剂(MRAs)、地高辛、血管紧张素受体-neprilysin抑制剂、钠-葡萄糖转运蛋白2抑制剂(SGLT2is)、胰高血糖素样肽-1受体激动剂(GLP-1 RAs)、硝酸盐和亚硝酸盐。主要结局是心血管死亡和心力衰竭住院。次要结局包括心血管死亡、全因死亡率、心衰事件恶化、6分钟步行试验(6MWT)距离变化、堪萨斯城心肌病问卷临床总结评分(KCCQ-CSS)和n端前b型利钠肽水平。进行了频率随机效应NMA。结果:纳入了39项试验,78个治疗组,48235名患者。与安慰剂相比,GLP-1 RAs (HR: 0.73, 95% CI: 0.61-0.88)和SGLT2is (HR: 0.79, 95% CI 0.70-0.90; p评分:0.807)显著降低了心血管死亡和HF住院的风险。GLP-1 RAs排名第一的概率最高(p值:0.871)。GLP-1 RAs诱导功能结局的最大改善,包括6MWT(平均差值:+17.60 m, 95% CI 8.53-26.67)和KCCQ-CSS(平均差值:+7.38点,95% CI 5.51-9.26)。在心血管死亡或全因死亡率方面,各治疗组间无统计学差异。结论:在HFpEF患者中,GLP-1RA、SGLT2i和MRA可显著降低心血管死亡和HF住院的风险,而GLP-1RA还可改善功能和生活质量。GLP-1RA和SGLT2i显著降低HF发病率,GLP-1RA独特地改善了功能状态,将肥胖调节定位为HFpEF的中心治疗靶点。
{"title":"Comparative effectiveness of pharmacotherapy for heart failure with preserved ejection fraction: A systematic review and network meta-analysis.","authors":"Szu-Han Chen, Yu-Wen Tseng, Chi-Jung Huang, Shu-Mei Yang, Marat Fudim, Shao-Yuan Chuang, Shih-Hsien Sung, Hao-Min Cheng","doi":"10.1111/dom.70503","DOIUrl":"10.1111/dom.70503","url":null,"abstract":"<p><strong>Aim: </strong>Heart failure with preserved ejection fraction (HFpEF) presents a therapeutic challenge, characterised by a paucity of validated treatments. Emerging data suggest that targeting adiposity is central to HFpEF pathogenesis. We conducted an updated network meta-analysis to compare the efficacy of emerging and established HFpEF therapies.</p><p><strong>Materials and methods: </strong>We systematically searched PubMed, Embase and Cochrane Library from inception to April 2025 for randomised controlled trials enrolling patients with HFpEF and evaluating pharmacotherapies, including angiotensin-converting enzyme inhibitors, angiotensin receptor blockers, beta blockers, mineralocorticoid receptor antagonists (MRAs), digoxin, angiotensin receptor-neprilysin inhibitor, sodium-glucose transporter 2 inhibitors (SGLT2is), glucagon-like peptide-1 receptor agonists (GLP-1 RAs), nitrates and nitrites. The primary outcome was a composite of cardiovascular death and heart failure (HF) hospitalisation. The secondary outcomes included cardiovascular death, all-cause mortality, worsening HF events, change in the 6-min walk test (6MWT) distance, Kansas City Cardiomyopathy Questionnaire Clinical Summary Score (KCCQ-CSS) and N-terminal pro-B-type natriuretic peptide levels. A frequentist random-effects NMA was conducted.</p><p><strong>Results: </strong>Thirty-nine trials with 78 treatment arms and 48 235 patients were enrolled. Compared with placebo, GLP-1 RAs (HR: 0.73, 95% CI 0.61-0.88) and SGLT2is (HR: 0.79, 95% CI 0.70-0.90; P-score: 0.807) significantly reduced the risk of cardiovascular death and HF hospitalisation. GLP-1 RAs showed the highest probability of ranking first (P-score: 0.871). GLP-1 RAs elicited the greatest improvement in functional outcomes, including the 6MWT (mean difference: +17.60 m, 95% CI 8.53-26.67) and KCCQ-CSS (mean difference: +7.38 points, 95% CI 5.51-9.26). No statistically significant differences in cardiovascular death or all-cause mortality were observed among the treatments.</p><p><strong>Conclusions: </strong>In patients with HFpEF, GLP-1RA, SGLT2i and MRA significantly reduced the risk of cardiovascular death and HF hospitalisation, while GLP-1RA additionally improved the functional and quality-of-life outcomes. GLP-1RA and SGLT2i significantly reduced HF morbidity, and GLP-1RA uniquely improved functional status, positioning adiposity modulation as a central therapeutic target in HFpEF.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":" ","pages":"3137-3145"},"PeriodicalIF":5.7,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12992183/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146049681","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-04-01Epub Date: 2026-02-17DOI: 10.1111/dom.70535
Franziska S Ulrich, Nicola Napoli, Morten Frost Nielsen, Andrea M Burden
Aims: Real-world medication use varies across clinical trial and healthcare settings; therefore, we evaluated GLP-1 receptor agonist (GLP-1RA) persistence and dose titration among adults with type 2 diabetes in UK primary care, stratified by agent, obesity status, cardiovascular disease (CVD) history, and sex assigned at birth.
Materials and methods: Adults with type 2 diabetes initiating GLP-1RAs between 1 March 2018 and 30 June 2023, with follow-up ≥1-year, were identified using the IQVIA Medical Research Data (IMRD) incorporating data from THIN, A Cegedim Database. The absolute 1-year risk of discontinuation was estimated using the Aalen-Johansen estimator, while multivariable cause-specific Cox models assessed associations with patient characteristics. Dosing trajectories were characterised across individual prescriptions during the first therapy year.
Results: Among 8200 GLP-1RA initiators (46.5% dulaglutide, 38.7% semaglutide), the 1-year discontinuation risk was 41.1% (95% CI 40.1-42.2), higher among those without obesity (BMI <30 kg/m2: 49.2%, 46.5-52.0) versus with BMI ≥30 kg/m2 (BMI 30-<35/≥35 kg/m2: 40.4%/37.2%, 38.4-42.4/35.4-39.1). Discontinuation was lower with dulaglutide (36.9%, 35.4-38.4) than with subcutaneous/oral semaglutide (46.4%/55.8%, 44.4-48.4/52.3-59.4). Only 58% of subcutaneous/oral semaglutide initiators reached recommended maintenance doses after 4 weeks, while 21% remained on starting doses. At prescription 10, most common doses were 0.5/1 mg subcutaneous semaglutide (44.0%/48.6%), 7/14 mg oral semaglutide (50.2%/36.6%), and 0.75/1.5/3 mg dulaglutide (20.4%/71.5%/6.7%). Faster dose escalation occurred with higher BMI and subcutaneous semaglutide (1 mg at prescription 5: 20.8%/25.9%/33.2% with BMI <30/30-<35/≥35 kg/m2). Additional analyses (e.g., by CVD history) revealed no further heterogeneity.
Conclusions: In UK primary care, GLP-1RA persistence was suboptimal and dose escalation was frequently delayed across all patient stratifications, including individuals with established CVD.
{"title":"Real-world persistence and dose titration of GLP-1 receptor agonists in type 2 diabetes: A UK population-based cohort study by obesity and cardiovascular disease status.","authors":"Franziska S Ulrich, Nicola Napoli, Morten Frost Nielsen, Andrea M Burden","doi":"10.1111/dom.70535","DOIUrl":"10.1111/dom.70535","url":null,"abstract":"<p><strong>Aims: </strong>Real-world medication use varies across clinical trial and healthcare settings; therefore, we evaluated GLP-1 receptor agonist (GLP-1RA) persistence and dose titration among adults with type 2 diabetes in UK primary care, stratified by agent, obesity status, cardiovascular disease (CVD) history, and sex assigned at birth.</p><p><strong>Materials and methods: </strong>Adults with type 2 diabetes initiating GLP-1RAs between 1 March 2018 and 30 June 2023, with follow-up ≥1-year, were identified using the IQVIA Medical Research Data (IMRD) incorporating data from THIN, A Cegedim Database. The absolute 1-year risk of discontinuation was estimated using the Aalen-Johansen estimator, while multivariable cause-specific Cox models assessed associations with patient characteristics. Dosing trajectories were characterised across individual prescriptions during the first therapy year.</p><p><strong>Results: </strong>Among 8200 GLP-1RA initiators (46.5% dulaglutide, 38.7% semaglutide), the 1-year discontinuation risk was 41.1% (95% CI 40.1-42.2), higher among those without obesity (BMI <30 kg/m<sup>2</sup>: 49.2%, 46.5-52.0) versus with BMI ≥30 kg/m<sup>2</sup> (BMI 30-<35/≥35 kg/m<sup>2</sup>: 40.4%/37.2%, 38.4-42.4/35.4-39.1). Discontinuation was lower with dulaglutide (36.9%, 35.4-38.4) than with subcutaneous/oral semaglutide (46.4%/55.8%, 44.4-48.4/52.3-59.4). Only 58% of subcutaneous/oral semaglutide initiators reached recommended maintenance doses after 4 weeks, while 21% remained on starting doses. At prescription 10, most common doses were 0.5/1 mg subcutaneous semaglutide (44.0%/48.6%), 7/14 mg oral semaglutide (50.2%/36.6%), and 0.75/1.5/3 mg dulaglutide (20.4%/71.5%/6.7%). Faster dose escalation occurred with higher BMI and subcutaneous semaglutide (1 mg at prescription 5: 20.8%/25.9%/33.2% with BMI <30/30-<35/≥35 kg/m<sup>2</sup>). Additional analyses (e.g., by CVD history) revealed no further heterogeneity.</p><p><strong>Conclusions: </strong>In UK primary care, GLP-1RA persistence was suboptimal and dose escalation was frequently delayed across all patient stratifications, including individuals with established CVD.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":" ","pages":"3386-3395"},"PeriodicalIF":5.7,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12992168/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146211806","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Pub Date : 2026-04-01Epub Date: 2026-01-21DOI: 10.1111/dom.70458
Masashi Hasebe, Chen-Yang Su, Hisashi Kamido, Daisuke Yabe, Satoshi Yoshiji
Aims: To evaluate the cardiovascular efficacy of glucagon-like peptide-1 receptor agonists (GLP-1RAs) in Asian, Black or African American, and White populations, and to assess whether the magnitude of cardiovascular risk reduction differs across these populations.
Materials and methods: PubMed and EMBASE were searched to 11 November 2025 for randomized placebo-controlled GLP-1RA trials in adults with type 2 diabetes or overweight/obesity that reported race-stratified major adverse cardiovascular events (MACE; cardiovascular death, non-fatal myocardial infarction, or non-fatal stroke). Hazard ratios (HRs) for MACE were extracted for Asian, Black or African American, and White populations. Random-effects meta-analyses were used to obtain pooled HRs and ratios of HRs (RHRs) comparing treatment effects between populations.
Results: Nine trials, including the recent SOUL trial, were included, comprising 8164 Asian, 4036 Black or African American, and 62 503 White participants. GLP-1RAs reduced MACE risk in Asian (HR 0.73; 95% CI 0.63-0.85; p < 0.001) and White populations (HR 0.86; 95% CI 0.81-0.91; p < 0.001). In Black or African American populations, the effect was similar to that in White populations (HR 0.88; 95% CI 0.67-1.15; p = 0.34) but did not reach statistical significance. The pooled RHR for Asian versus White populations was 0.84 (95% CI 0.71-0.98; p = 0.027), indicating a significantly greater risk reduction in Asian populations. The RHR for Asian versus Black or African American populations was 0.81 (95% CI 0.57-1.16; p = 0.25), with point estimates favouring Asian populations.
Conclusions: GLP-1RAs reduced MACE risk across populations, with greater relative risk reduction in Asian populations and broadly similar benefits in Black or African American and White populations.
目的:评估胰高血糖素样肽-1受体激动剂(GLP-1RAs)在亚洲、黑人或非裔美国人和白人人群中的心血管疗效,并评估这些人群心血管风险降低的程度是否不同。材料和方法:检索PubMed和EMBASE,检索截至2025年11月11日的随机安慰剂对照GLP-1RA试验,该试验在2型糖尿病或超重/肥胖的成年人中进行,这些患者报告了种族分层的主要不良心血管事件(MACE、心血管死亡、非致死性心肌梗死或非致死性卒中)。提取亚洲人、黑人或非裔美国人和白人人群的MACE风险比(hr)。随机效应荟萃分析用于获得合并hr和hr比率(rhr),比较人群之间的治疗效果。结果:包括最近的SOUL试验在内的9项试验纳入了8164名亚洲人、4036名黑人或非裔美国人以及62,503名白人受试者。GLP-1RAs降低了亚洲人群的MACE风险(HR 0.73; 95% CI 0.63-0.85; p)结论:GLP-1RAs降低了人群的MACE风险,亚洲人群的相对风险降低更大,黑人或非裔美国人和白人人群的获益大致相似。
{"title":"GLP-1 receptor agonists and cardiovascular outcomes in Asian, Black or African American, and White populations: An updated meta-analysis including the SOUL trial.","authors":"Masashi Hasebe, Chen-Yang Su, Hisashi Kamido, Daisuke Yabe, Satoshi Yoshiji","doi":"10.1111/dom.70458","DOIUrl":"10.1111/dom.70458","url":null,"abstract":"<p><strong>Aims: </strong>To evaluate the cardiovascular efficacy of glucagon-like peptide-1 receptor agonists (GLP-1RAs) in Asian, Black or African American, and White populations, and to assess whether the magnitude of cardiovascular risk reduction differs across these populations.</p><p><strong>Materials and methods: </strong>PubMed and EMBASE were searched to 11 November 2025 for randomized placebo-controlled GLP-1RA trials in adults with type 2 diabetes or overweight/obesity that reported race-stratified major adverse cardiovascular events (MACE; cardiovascular death, non-fatal myocardial infarction, or non-fatal stroke). Hazard ratios (HRs) for MACE were extracted for Asian, Black or African American, and White populations. Random-effects meta-analyses were used to obtain pooled HRs and ratios of HRs (RHRs) comparing treatment effects between populations.</p><p><strong>Results: </strong>Nine trials, including the recent SOUL trial, were included, comprising 8164 Asian, 4036 Black or African American, and 62 503 White participants. GLP-1RAs reduced MACE risk in Asian (HR 0.73; 95% CI 0.63-0.85; p < 0.001) and White populations (HR 0.86; 95% CI 0.81-0.91; p < 0.001). In Black or African American populations, the effect was similar to that in White populations (HR 0.88; 95% CI 0.67-1.15; p = 0.34) but did not reach statistical significance. The pooled RHR for Asian versus White populations was 0.84 (95% CI 0.71-0.98; p = 0.027), indicating a significantly greater risk reduction in Asian populations. The RHR for Asian versus Black or African American populations was 0.81 (95% CI 0.57-1.16; p = 0.25), with point estimates favouring Asian populations.</p><p><strong>Conclusions: </strong>GLP-1RAs reduced MACE risk across populations, with greater relative risk reduction in Asian populations and broadly similar benefits in Black or African American and White populations.</p>","PeriodicalId":158,"journal":{"name":"Diabetes, Obesity & Metabolism","volume":" ","pages":"2806-2814"},"PeriodicalIF":5.7,"publicationDate":"2026-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12992182/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146016600","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}