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Disconnect between advanced diabetes technology and psychological well-being among young people: a cross-sectional analysis. 先进的糖尿病技术与年轻人心理健康之间的脱节:一项横断面分析。
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-11-04 DOI: 10.1136/bmjdrc-2025-005243
Gundula Ernst, Su-Jong Kim-Dorner, Madelaine Hampel, Henrike Fritsch, Karin Lange

Introduction: Diabetes technologies may improve glycemic control and psychological well-being among adolescents and young adults (AYA) with type 1 diabetes. This cross-sectional study examines perceptions of automated insulin dosing (AID) systems and their association with glycemic and psychological outcomes compared with multiple daily insulin injections (MDI) and continuous subcutaneous insulin infusion (CSII).

Research design and methods: Participants were recruited from the largest diabetes camp for AYA in Germany. A total of 151 participants (70% female, mean age 20.7±2.9 years, 33% AID users) completed a questionnaire that included self-reported glycated hemoglobin A1c (HbA1c), global health status, emotional well-being (WHO-5), Generalized anxiety (GAD-7) and diabetes distress (PAID-5). AID users also rated their experiences with the system.

Results: AID users reported significantly lower HbA1c levels (7.3±1.0%) than CSII users (7.5±1.1%) and MDI users (8.4±2.0%, p=0.003). Approximately 75% of AID users viewed their current system as an improvement over previous therapy, reporting greater ease (84%), comfort (82%) and safety (80%). They reported higher treatment satisfaction than CSII users (p=0.044) and lower diabetes burden than MDI users (p=0.044) after controlling for age and gender. Treatment groups did not differ in well-being or anxiety. Better global health status was associated with the absence of other chronic health conditions (p=0.024), greater well-being (WHO-5; p<0.001), lower HbA1c (p=0.038) and fewer anxiety symptoms (GAD-7, p=0.007). Despite these positive indicators, a substantial proportion of participants reported symptoms of depression (18%), anxiety (30%), and diabetes distress (39%).

Conclusions: AID systems were associated with improved glycemic control and high satisfaction among AYA. However, psychological distress remained prevalent across all treatment modalities, underscoring a discrepancy between metabolic benefits and persistent mental health challenges. These findings highlight the need to integrate psychological support alongside technological advances in the care of AYA living with diabetes.

糖尿病技术可以改善1型糖尿病青少年和青壮年(AYA)的血糖控制和心理健康。本横断面研究考察了与每日多次胰岛素注射(MDI)和连续皮下胰岛素输注(CSII)相比,自动胰岛素给药(AID)系统及其与血糖和心理结局的关系。研究设计和方法:参与者从德国最大的AYA糖尿病营中招募。共有151名参与者(70%为女性,平均年龄20.7±2.9岁,33%为AID使用者)完成了一份问卷,包括自我报告的糖化血红蛋白A1c (HbA1c)、整体健康状况、情绪幸福感(WHO-5)、广泛性焦虑(GAD-7)和糖尿病困扰(pai -5)。AID用户还对他们使用该系统的体验进行了评价。结果:AID使用者报告的HbA1c水平(7.3±1.0%)明显低于CSII使用者(7.5±1.1%)和MDI使用者(8.4±2.0%,p=0.003)。大约75%的艾滋病使用者认为他们目前的系统比以前的治疗有改善,报告更容易(84%)、舒适(82%)和安全(80%)。在控制年龄和性别后,他们的治疗满意度高于CSII使用者(p=0.044),糖尿病负担低于MDI使用者(p=0.044)。治疗组在幸福感和焦虑方面没有差异。更好的全球健康状况与没有其他慢性健康状况相关(p=0.024),更大的幸福感(WHO-5;结论:AID系统与改善的血糖控制和AYA的高满意度相关。然而,心理困扰在所有治疗方式中仍然普遍存在,这强调了代谢益处与持续精神健康挑战之间的差异。这些研究结果强调了将心理支持与技术进步结合起来治疗AYA糖尿病患者的必要性。
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引用次数: 0
Disparities in diabetes technology utilization in youth with diabetes. 青少年糖尿病患者糖尿病技术应用的差异。
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-11-04 DOI: 10.1136/bmjdrc-2025-005067
Puja Singh, Antonio Garcia, Ellen K Grishman, Diana Naranjo, Linda S Hynan, May Lau, Perrin White, Olga T Gupta

Background: Diabetes technology can improve glycemic variability and diabetes outcomes, but there are disparities in patient use.

Aims: Identify racial, ethnic, and socioeconomic disparities in technology utilization and determine provider-, patient-, and parent-identified barriers.

Methods: Technology (continuous glucose monitors (CGM) and pump) usage and demographic data on patients at a large urban pediatric hospital were obtained from a clinical database. Providers (16 attending physicians, five fellow physicians, five nurse practitioners, 13 diabetes educators) completed a survey on diabetes technology prescribing habits. English and Spanish-speaking patients ages 8 to 17 years with diabetes (n=109) and caregivers of pediatric patients with diabetes (n=117) completed surveys that assessed attitudes and perceived benefits/burdens of diabetes technology.

Results: From August 2020 to 2021, independent of insurance payor status, non-Hispanic Black (NHB) and Hispanic youth with type 1 diabetes were less likely to use pump therapy (OR 0.4 and 0.35, respectively) or CGM (OR 0.74 and 0.54) compared with non-Hispanic White (NHW) youth. For pump eligibility, diabetes educators placed higher importance on subjective factors such as parental education, health literacy, and psychosocial stability (p value <0.05) compared with physicians. Hispanic and NHB patients and parents learned about diabetes technology later after diabetes diagnosis compared with NHW patients/caregivers. Physicians and diabetes educators, but not patients themselves, identified patient-perceived barriers to CGM use (ie, embarrassment and/or discomfort in wearing devices) as reasons for not utilizing diabetes technology.

Conclusions: There are marked disparities in diabetes technology use among youth with diabetes. Findings from the provider surveys showed reliance on subjective variables as opposed to objective criteria. Youth with diabetes and caregivers of underrepresented race/ethnicities learned about diabetes technology later and were less likely to use technology. Though clinic providers perceived multiple barriers to technology utilization, responses from families showed low perceived burden and highly positive attitudes.

背景:糖尿病技术可以改善血糖变异性和糖尿病结局,但在患者使用方面存在差异。目的:确定技术使用中的种族、民族和社会经济差异,并确定提供者、患者和家长确定的障碍。方法:从某大型城市儿科医院的临床数据库中获取技术(连续血糖监测仪(CGM)和泵)的使用情况和人口统计数据。提供者(16名主治医师、5名医师同行、5名执业护士、13名糖尿病教育者)完成了一项关于糖尿病技术处方习惯的调查。年龄在8 - 17岁的英语和西班牙语患者(109例)和儿科糖尿病患者的护理人员(117例)完成了对糖尿病技术的态度和感知收益/负担的调查。结果:从2020年8月到2021年,与非西班牙裔白人(NHW)青年相比,非西班牙裔黑人(NHB)和西班牙裔青年1型糖尿病患者较少使用泵治疗(OR分别为0.4和0.35)或CGM (OR分别为0.74和0.54)。对于泵的合格性,糖尿病教育者更重视主观因素,如父母教育、健康素养和心理社会稳定性(p值)。结论:青少年糖尿病患者在糖尿病技术使用方面存在显著差异。从提供者调查的结果显示依赖于主观变量,而不是客观标准。患有糖尿病的青少年和未被充分代表的种族/民族的护理人员较晚了解糖尿病技术,并且不太可能使用技术。虽然诊所提供者认为技术利用的多重障碍,家庭的反应显示低感知负担和高度积极的态度。
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引用次数: 0
Combination therapy with sodium-glucose cotransporter 2 inhibitors and glucagon-like peptide-1 receptor agonists in heart failure patients with type 2 diabetes. 钠-葡萄糖共转运蛋白2抑制剂和胰高血糖素样肽-1受体激动剂联合治疗心力衰竭合并2型糖尿病患者
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-11-04 DOI: 10.1136/bmjdrc-2025-005364
Takefumi Kishimori, Takao Kato, Atsuyuki Wada, Akira Tani, Ryosuke Yamaji, Jumpei Koike, Yoshihiro Iwasaki, Takahiro Matsumoto, Takafumi Yagi, Masaharu Okada

Introduction: Sodium-glucose cotransporter 2 inhibitors (SGLT2i) and glucagon-like peptide-1 receptor agonists (GLP-1 RAs) improve cardiovascular outcomes in type 2 diabetes (T2D), and SGLT2i reduces events in heart failure (HF). However, the benefit of their combination in patients with both conditions remains unclear. This study assessed the risk of all-cause death and hospitalization with combination therapy versus SGLT2i monotherapy.

Research design and methods: This multicenter, retrospective, observational study used the TriNetX database between January 1, 2018, and December 31, 2021. We identified 928,981 patients aged ≥18 years with HF and T2D. Of these, 168,422 received an SGLT2i. The exposure group comprised patients who initiated a GLP-1 RA within 6 months of SGLT2i initiation, while the control group included those who did not receive a GLP-1 RA after SGLT2i initiation. The index date was defined as 6 months after SGLT2i. 25,989 patients received SGLT2i and GLP-1 RA and 54,619 received SGLT2i monotherapy. Following propensity score matching, each group comprised 23,240 patients.

Results: Over 1 year, the risk of all-cause death in patients who received SGLT2i and GLP-1 RA relative to those who received SGLT2i monotherapy was significantly lower (2.8% vs 6.3%, p<0.001; HR 0.43; 95% CI 0.39 to 0.48). Similarly, the risk of hospitalization in patients who received SGLT2i and GLP-1 RA was also lower (32.9% vs 36.4%, p<0.001; HR, 0.87; 95% CI 0.84 to 0.90).

Conclusions: The risk of all-cause death and hospitalization in patients who received combination therapy with SGLT2i and GLP-1 RA relative to those who received SGLT2i monotherapy was significantly lower in patients with HF and T2D.

钠-葡萄糖共转运蛋白2抑制剂(SGLT2i)和胰高血糖素样肽-1受体激动剂(GLP-1 RAs)改善2型糖尿病(T2D)的心血管结局,SGLT2i减少心力衰竭(HF)事件。然而,这两种药物联合使用对两种疾病患者的益处尚不清楚。本研究评估了联合治疗与SGLT2i单药治疗的全因死亡和住院风险。研究设计和方法:这项多中心、回顾性、观察性研究使用TriNetX数据库,研究时间为2018年1月1日至2021年12月31日。我们发现928,981例年龄≥18岁的HF和T2D患者。其中,168,422人接受了SGLT2i。暴露组包括在SGLT2i开始治疗后6个月内开始GLP-1 RA的患者,而对照组包括在SGLT2i开始治疗后未接受GLP-1 RA的患者。指标日期定义为SGLT2i后6个月。25,989名患者接受了SGLT2i和GLP-1 RA治疗,54,619名患者接受了SGLT2i单药治疗。根据倾向评分匹配,每组包括23,240名患者。结果:在1年的时间里,接受SGLT2i和GLP-1 RA的患者的全因死亡风险明显低于接受SGLT2i单药治疗的患者(2.8% vs 6.3%)。结论:在HF和T2D患者中,接受SGLT2i和GLP-1 RA联合治疗的患者的全因死亡和住院风险明显低于接受SGLT2i单药治疗的患者。
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引用次数: 0
Rapid improvements in glycemic management with use of continuous glucose monitoring in adults with type 2 diabetes treated with basal insulin: 3-month analysis of the MOBILE study. 在使用基础胰岛素治疗的成人2型糖尿病患者中,使用连续血糖监测可快速改善血糖管理:MOBILE研究的3个月分析
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-11-04 DOI: 10.1136/bmjdrc-2025-005469
Thomas W Martens, Roy W Beck, Corbin Griffen, Junrui Di, Karen Elkind-Hirsch, Matthew L Johnson, Jessica R Castle, Stayce E Beck, Richard M Bergenstal

Introduction: This analysis investigated whether use of real-time continuous glucose monitoring (CGM) compared with blood glucose monitoring (BGM) results in rapidly improved glycemic management in adults with type 2 diabetes (T2D) treated with basal insulin.

Research design and methods: Using data from the MOBILE study where adults (n=175) with T2D treated with basal insulin without prandial insulin were randomized (2:1) to either CGM (n=116) or BGM (n=59), the treatment effect on glycemic management was determined over 3 months. The main outcome was a between-group difference in hemoglobin A1c (HbA1c) at 3 months adjusted for baseline value. Other outcomes included changes in CGM-derived glucose metrics and hypoglycemic events.

Results: After 3 months, there was a greater reduction from baseline in mean HbA1c in the CGM group compared with the BGM group, from 9.1±1.0% (76±11 mmol/mol) to 8.0±1.2% (64±13 mmol/mol) in the CGM group and from 9.0±0.9% (75±10 mmol/mol) to 8.5±1.5% (69±16 mmol/mol) in the BGM group (adjusted difference, -0.6% (95% CI -0.9% to -0.3%); -6.6 mmol/mol (95% CI -10.2 to -2.9), p<0.001). Mean time spent in range 70-180 mg/dL (3.9-10.0 mmol/L) increased significantly more in the CGM group than the BGM group (adjusted difference, +9.3% (95% CI 2.1% to 16.4%), p<0.001). There also was a greater reduction in mean time >250 mg/dL (>13.9 mmol/L) with CGM (adjusted difference, -5.8% (95% CI -10.4% to -1.2%), p<0.001) without an increase in time <70 mg/dL (<3.9 mmol/L). Mean weekly hypoglycemic event rate was lower with CGM than BGM (adjusted difference, -0.2 events per week (95% CI -0.4 to -0.1), p<0.001). Further, in the CGM group, significant improvements in CGM metrics were observed during the first 7 days of CGM use.

Conclusions: In adults with basal insulin-treated T2D, use of CGM compared with BGM resulted in rapidly improved glycemic management, with a substantial reduction in HbA1c over 3 months.

Trial registration number: NCT03566693.

本研究探讨了实时连续血糖监测(CGM)与血糖监测(BGM)是否能迅速改善接受基础胰岛素治疗的成人2型糖尿病(T2D)患者的血糖管理。研究设计和方法:使用MOBILE研究的数据,175名接受基础胰岛素治疗的t2dm患者(n=175)被随机(2:1)分为CGM (n=116)和BGM (n=59)两组,在3个月内确定治疗对血糖控制的效果。主要结果是3个月时血红蛋白A1c (HbA1c)的组间差异,调整基线值。其他结果包括cgm衍生的葡萄糖指标和低血糖事件的变化。结果:3个月后,与BGM组相比,CGM组的平均HbA1c较基线有更大的下降,CGM组从9.1±1.0%(76±11 mmol/mol)降至8.0±1.2%(64±13 mmol/mol), BGM组从9.0±0.9%(75±10 mmol/mol)降至8.5±1.5%(69±16 mmol/mol)(调整后差异为-0.6% (95% CI -0.9%至-0.3%);结论:在基础胰岛素治疗t2dm的成人患者中,与BGM相比,使用CGM可迅速改善血糖管理,3个月内HbA1c显著降低。试验注册号:NCT03566693。
{"title":"Rapid improvements in glycemic management with use of continuous glucose monitoring in adults with type 2 diabetes treated with basal insulin: 3-month analysis of the MOBILE study.","authors":"Thomas W Martens, Roy W Beck, Corbin Griffen, Junrui Di, Karen Elkind-Hirsch, Matthew L Johnson, Jessica R Castle, Stayce E Beck, Richard M Bergenstal","doi":"10.1136/bmjdrc-2025-005469","DOIUrl":"10.1136/bmjdrc-2025-005469","url":null,"abstract":"<p><strong>Introduction: </strong>This analysis investigated whether use of real-time continuous glucose monitoring (CGM) compared with blood glucose monitoring (BGM) results in rapidly improved glycemic management in adults with type 2 diabetes (T2D) treated with basal insulin.</p><p><strong>Research design and methods: </strong>Using data from the MOBILE study where adults (n=175) with T2D treated with basal insulin without prandial insulin were randomized (2:1) to either CGM (n=116) or BGM (n=59), the treatment effect on glycemic management was determined over 3 months. The main outcome was a between-group difference in hemoglobin A<sub>1c</sub> (HbA<sub>1c</sub>) at 3 months adjusted for baseline value. Other outcomes included changes in CGM-derived glucose metrics and hypoglycemic events.</p><p><strong>Results: </strong>After 3 months, there was a greater reduction from baseline in mean HbA<sub>1c</sub> in the CGM group compared with the BGM group, from 9.1±1.0% (76±11 mmol/mol) to 8.0±1.2% (64±13 mmol/mol) in the CGM group and from 9.0±0.9% (75±10 mmol/mol) to 8.5±1.5% (69±16 mmol/mol) in the BGM group (adjusted difference, -0.6% (95% CI -0.9% to -0.3%); -6.6 mmol/mol (95% CI -10.2 to -2.9), p<0.001). Mean time spent in range 70-180 mg/dL (3.9-10.0 mmol/L) increased significantly more in the CGM group than the BGM group (adjusted difference, +9.3% (95% CI 2.1% to 16.4%), p<0.001). There also was a greater reduction in mean time >250 mg/dL (>13.9 mmol/L) with CGM (adjusted difference, -5.8% (95% CI -10.4% to -1.2%), p<0.001) without an increase in time <70 mg/dL (<3.9 mmol/L). Mean weekly hypoglycemic event rate was lower with CGM than BGM (adjusted difference, -0.2 events per week (95% CI -0.4 to -0.1), p<0.001). Further, in the CGM group, significant improvements in CGM metrics were observed during the first 7 days of CGM use.</p><p><strong>Conclusions: </strong>In adults with basal insulin-treated T2D, use of CGM compared with BGM resulted in rapidly improved glycemic management, with a substantial reduction in HbA<sub>1c</sub> over 3 months.</p><p><strong>Trial registration number: </strong>NCT03566693.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 6","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12587997/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145450986","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}
引用次数: 0
Sex-specific protective role of lower-body fat in type 2 diabetes: mediation through insulin resistance in a BMI-matched population. 下体脂肪在2型糖尿病中的性别特异性保护作用:在bmi匹配人群中通过胰岛素抵抗进行调解
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-11-04 DOI: 10.1136/bmjdrc-2025-005397
Qiong Wang, Pei-Pei Chen, Wei Wei, Jia-Yu Guo, Yuan-Yuan Bao, Jing Zhang, Kang Yu

Introduction: The prevalence of type 2 diabetes (T2D) has surged, yet body mass index (BMI) fails to explain the 30%-40% of cases that occur in individuals with a healthy weight. Emerging evidence suggests that regional fat distribution differentially impacts glucose metabolism, independent of total adiposity. This study investigated the independent association between regional body composition and T2D risk using BMI-matched National Health and Nutrition Examination Survey (NHANES) data to identify sex-specific effects and the mediating role of insulin resistance.

Research design and methods: Our study employed data from the 2011-2018 cycles of NHANES. Participants were classified into a high-risk T2D group if they met one or more of the following criteria: fasting blood glucose≥6.1 mmol/L, 2-hour blood glucose≥7.8 mmol/L following an oral glucose tolerance test or self-reported physician's diagnosis of diabetes or pre-diabetes. Body composition data were assessed via dual-energy X-ray absorptiometry, which provides a precise assessment of regional fat and muscle mass distribution.

Results: Participants at high T2D risk exhibited significantly reduced lower limb fat mass compared with healthy controls (p<0.001), with higher amounts of lower limb fat serving as a protective factor against both diabetes and insulin resistance. Notably, this protective effect of lower-limb fat (OR 0.86 (0.76-0.97), p=0.01) along with the detrimental impact of visceral fat (OR 7.35 (1.57-34.4), p=0.01) was particularly pronounced in male subjects. Additionally, 36.18% of the protective effect of lower limb fat on diabetes is mediated by improved insulin sensitivity.

Conclusions: This study delineates a protective role for lower-body fat in diabetes pathogenesis, mediated substantially through ameliorating insulin resistance. The sex-specific associations underscore the protective effect of lower-body fat and the detrimental impact of visceral adiposity in men after controlling for BMI.

导论:2型糖尿病(T2D)的患病率激增,但体重指数(BMI)无法解释30%-40%的病例发生在健康体重的个体中。新出现的证据表明,区域脂肪分布对葡萄糖代谢的影响是不同的,与脂肪总量无关。本研究使用bmi匹配的国家健康和营养调查(NHANES)数据调查了区域身体成分与T2D风险之间的独立关联,以确定性别特异性效应和胰岛素抵抗的中介作用。研究设计和方法:我们的研究采用了2011-2018年NHANES周期的数据。如果参与者符合以下一项或多项标准,则将其分类为T2D高危组:空腹血糖≥6.1 mmol/L,口服葡萄糖耐量试验后2小时血糖≥7.8 mmol/L,或自我报告医生诊断为糖尿病或糖尿病前期。身体成分数据通过双能x射线吸收仪进行评估,该测量仪提供了区域脂肪和肌肉质量分布的精确评估。结果:与健康对照组相比,T2D高风险的参与者下肢脂肪量显著减少(p0.001),下肢脂肪量增加是预防糖尿病和胰岛素抵抗的保护因素。值得注意的是,下肢脂肪的这种保护作用(OR为0.86 (0.76-0.97),p=0.01)以及内脏脂肪的有害影响(OR为7.35 (1.57-34.4),p=0.01)在男性受试者中尤为明显。此外,下肢脂肪对糖尿病的保护作用中36.18%是通过改善胰岛素敏感性介导的。结论:本研究描述了下体脂肪在糖尿病发病机制中的保护作用,主要通过改善胰岛素抵抗介导。性别特异性关联强调了在控制BMI后,下体脂肪的保护作用和内脏脂肪的有害影响。
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引用次数: 0
Metabolic factors moderate the association between hepatic fibrosis and atherosclerotic cardiovascular risk in type 2 diabetes. 代谢因素调节2型糖尿病患者肝纤维化和动脉粥样硬化性心血管风险之间的关系。
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-11-04 DOI: 10.1136/bmjdrc-2025-005135
Lusi Lu, Chenlu Gao, Nan Wu, Sunyue He, Yiming Liu, Nan Zhang, Jiaqiang Zhou

Introduction: Hepatic fibrosis caused by metabolic dysfunction-associated steatotic liver disease (MASLD) predicts adverse atherosclerotic cardiovascular disease (ASCVD) outcomes in the general patient population. However, it is unclear whether this association extends to type 2 diabetes mellitus (T2DM) patients, who have distinct metabolic profiles and high comorbidity of both MASLD and ASCVD. To address this gap, we investigated the association between hepatic fibrosis caused by MASLD and ASCVD risk in T2DM patients as well as potentially moderators of this association.

Research design and methods: This multisite cross-sectional study included 1238 hospitalized T2DM patients with MASLD (mean age=57.81±10.23, 37% female). Hepatic fibrosis was assessed via the Steatosis-Associated Fibrosis Estimator (SAFE) score, and 10-year ASCVD risk was assessed via the ASCVD Risk Calculator.

Results: Advanced fibrosis was present in 25.6% of patients. Multivariable regression revealed a significant association between the SAFE score and 10-year ASCVD risk (p<0.001), after adjusting for covariates. Each unit increase in SAFE score was associated with 0.07-unit increase in 10-year ASCVD risk score. Increase in SAFE score was associated with greater increase in 10-year ASCVD risk score among patients with hypertension, insulin resistance and elevated low-density lipoprotein (LDL) cholesterol (ps<0.05). Overweight/obesity, triglycerides, high-density lipoprotein cholesterol, uric acid, thyroid-stimulating hormone, hemoglobin A1c and high-sensitivity C reactive protein showed no moderating effects.

Conclusions: In T2DM patients, hepatic fibrosis caused by MASLD is associated with elevated ASCVD risks, particularly among those with hypertension, insulin resistance and elevated LDL cholesterol. It is crucial to incorporate hepatic fibrosis assessment into ASCVD risk stratification in T2DM patients with comorbid MASLD to inform early prevention of ASCVD.

由代谢功能障碍相关的脂肪变性肝病(MASLD)引起的肝纤维化可预测一般患者人群中不良的动脉粥样硬化性心血管疾病(ASCVD)结果。然而,目前尚不清楚这种关联是否延伸到2型糖尿病(T2DM)患者,这些患者具有不同的代谢特征和MASLD和ASCVD的高合并症。为了解决这一差距,我们研究了2型糖尿病患者由MASLD引起的肝纤维化与ASCVD风险之间的关系,以及这种关系的潜在调节因子。研究设计与方法:本研究纳入1238例住院T2DM合并MASLD患者(平均年龄57.81±10.23岁,女性占37%)。通过脂肪变性相关纤维化评估器(SAFE)评分评估肝纤维化,通过ASCVD风险计算器评估10年ASCVD风险。结果:25.6%的患者存在晚期纤维化。多变量回归显示SAFE评分与10年ASCVD风险之间存在显著相关性(pps)。结论:在T2DM患者中,MASLD引起的肝纤维化与ASCVD风险升高相关,特别是在高血压、胰岛素抵抗和LDL胆固醇升高的患者中。在合并MASLD的T2DM患者中,将肝纤维化评估纳入ASCVD风险分层对于早期预防ASCVD至关重要。
{"title":"Metabolic factors moderate the association between hepatic fibrosis and atherosclerotic cardiovascular risk in type 2 diabetes.","authors":"Lusi Lu, Chenlu Gao, Nan Wu, Sunyue He, Yiming Liu, Nan Zhang, Jiaqiang Zhou","doi":"10.1136/bmjdrc-2025-005135","DOIUrl":"10.1136/bmjdrc-2025-005135","url":null,"abstract":"<p><strong>Introduction: </strong>Hepatic fibrosis caused by metabolic dysfunction-associated steatotic liver disease (MASLD) predicts adverse atherosclerotic cardiovascular disease (ASCVD) outcomes in the general patient population. However, it is unclear whether this association extends to type 2 diabetes mellitus (T2DM) patients, who have distinct metabolic profiles and high comorbidity of both MASLD and ASCVD. To address this gap, we investigated the association between hepatic fibrosis caused by MASLD and ASCVD risk in T2DM patients as well as potentially moderators of this association.</p><p><strong>Research design and methods: </strong>This multisite cross-sectional study included 1238 hospitalized T2DM patients with MASLD (mean age=57.81±10.23, 37% female). Hepatic fibrosis was assessed via the Steatosis-Associated Fibrosis Estimator (SAFE) score, and 10-year ASCVD risk was assessed via the ASCVD Risk Calculator.</p><p><strong>Results: </strong>Advanced fibrosis was present in 25.6% of patients. Multivariable regression revealed a significant association between the SAFE score and 10-year ASCVD risk (p<0.001), after adjusting for covariates. Each unit increase in SAFE score was associated with 0.07-unit increase in 10-year ASCVD risk score. Increase in SAFE score was associated with greater increase in 10-year ASCVD risk score among patients with hypertension, insulin resistance and elevated low-density lipoprotein (LDL) cholesterol (<i>p</i>s<0.05). Overweight/obesity, triglycerides, high-density lipoprotein cholesterol, uric acid, thyroid-stimulating hormone, hemoglobin A1c and high-sensitivity C reactive protein showed no moderating effects.</p><p><strong>Conclusions: </strong>In T2DM patients, hepatic fibrosis caused by MASLD is associated with elevated ASCVD risks, particularly among those with hypertension, insulin resistance and elevated LDL cholesterol. It is crucial to incorporate hepatic fibrosis assessment into ASCVD risk stratification in T2DM patients with comorbid MASLD to inform early prevention of ASCVD.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 6","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12587999/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145450963","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}
引用次数: 0
Semaglutide and diabetic retinopathy: an OHDSI network study. 西马鲁肽与糖尿病视网膜病变:一项OHDSI网络研究。
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-11-04 DOI: 10.1136/bmjdrc-2025-005424
Cindy Xinji Cai, Akihiko Nishimura, Sally Baxter, Kerry Goetz, Michelle Hribar, Brian Toy, Andrew Barkmeier, Sophia Wang, Swarup Swaminathan, Alexis Flowers, Eric Brown, Benjamin Xu, John Chen, Aiyin Chen, Theodore Leng, Michael Boland, Thamir Alshammari, Fan Bu, Thomas Falconer, Benjamin Martin, Erik Westlund, Nestoras Mathioudakis, Linying Zhang, Ruochong Fan, Adam Wilcox, Albert Lai, Jacqueline C Stocking, Yangyiran Xie, Lok Hin Lee, David Dorr, Izabelle Humes, David McCoy, Mohammad Adibuzzaman, Raymond Areaux, James Brash, Nicole Weiskopf, Hannah Morgan-Cooper, Priya Desai, Diep Tran, Zainab Rustam, Gina Zhu, Joel Swerdel, Anthony Sena, Paul Nagy, Marc Suchard, Martijn Schuemie, George Hripcsak, Patrick Ryan

Introduction: Semaglutide, a glucagon-like peptide-1 receptor agonist (GLP-1RA) used to treat type 2 diabetes mellitus (T2D), has potential associations with higher rates of diabetic retinopathy (DR) complications including proliferative DR (PDR) and diabetic macular edema (DME). The purpose of this study was to determine whether an association exists between semaglutide and PDR and treatment-requiring DR/DME.

Research design and methods: This was a retrospective cohort study of 14 databases (six administrative claims and eight electronic health records) in the Observational Health Data Sciences and Informatics Evidence Network. Adults with T2D on semaglutide, other GLP-1RA (dulaglutide, exenatide), or non-GLP-1RA medications (empagliflozin, sitagliptin, glipizide) from 1 December 2017 to 31 December 2023 were included. The association between semaglutide and PDR or treatment-requiring DR/DME was assessed using an active-comparator cohort design comparing new users of semaglutide as second-line T2D treatment to those on other GLP-1RAs and non-GLP-1RAs. Propensity score-adjusted Cox proportional hazards models were used to estimate hazard ratios (HRs). Network-wide HR estimates were generated using a random-effects meta-analysis.

Results: The study included 810 390 new semaglutide users for T2D. PDR risk for semaglutide was similar to dulaglutide (HR 0.81, 95% CI 0.42 to 1.54, p=0.51), empagliflozin (HR 0.83, 95% CI 0.53 to 1.30, p=0.41) and sitagliptin (HR 0.83, 95% CI 0.45 to 1.55, p=0.57) but was lower than glipizide (HR 0.59, 95% CI 0.39 to 0.88, p=0.01). The risk for treatment-requiring DR/DME for semaglutide was similar to empagliflozin (HR 0.66, 95% CI 0.43 to 1.02, p=0.06) but lower than dulaglutide (HR 0.53, 95% CI 0.31 to 0.91, p=0.02), sitagliptin (HR 0.46, 95% CI 0.26 to 0.81, p=0.008) and glipizide (HR 0.55, 95% CI 0.33 to 0.91, p=0.02).

Conclusions and relevance: We did not identify increased risk for either PDR or treatment-requiring DR/DME comparing semaglutide with other GLP-1RAs or non-GLP-1RAs. Patients with T2D should still undergo close eye care follow-up, particularly when initiating new antihyperglycemic medications.

Semaglutide是一种用于治疗2型糖尿病(T2D)的胰高血糖素样肽-1受体激动剂(GLP-1RA),与糖尿病视网膜病变(DR)并发症(包括增殖性DR (PDR)和糖尿病黄斑水肿(DME))的高发生率存在潜在关联。本研究的目的是确定西马鲁肽与PDR和需要治疗的DR/DME之间是否存在关联。研究设计和方法:这是一项回顾性队列研究,涉及观察性健康数据科学和信息学证据网络中的14个数据库(6个行政索赔和8个电子健康记录)。纳入了2017年12月1日至2023年12月31日服用西马鲁肽、其他GLP-1RA(杜拉鲁肽、艾塞那肽)或非GLP-1RA药物(恩格列净、西格列汀、格列吡嗪)的成人t2dm患者。采用主动比较队列设计,比较新使用西马鲁肽作为二线T2D治疗的患者与其他GLP-1RAs和非GLP-1RAs治疗的患者,评估了西马鲁肽与PDR或需要治疗的DR/DME之间的关系。采用倾向得分校正的Cox比例风险模型估计风险比(hr)。网络范围内的人力资源估计使用随机效应荟萃分析生成。结果:该研究纳入了810390名新使用西马鲁肽治疗T2D的患者。西马鲁肽的PDR风险与dulaglutide (HR 0.81, 95% CI 0.42 ~ 1.54, p=0.51)、恩格列净(HR 0.83, 95% CI 0.53 ~ 1.30, p=0.41)和西格列汀(HR 0.83, 95% CI 0.45 ~ 1.55, p=0.57)相似,但低于格列吡嗪(HR 0.59, 95% CI 0.39 ~ 0.88, p=0.01)。西马鲁肽治疗所需DR/DME的风险与恩帕列净相似(HR 0.66, 95% CI 0.43 ~ 1.02, p=0.06),但低于杜拉鲁肽(HR 0.53, 95% CI 0.31 ~ 0.91, p=0.02)、西格列汀(HR 0.46, 95% CI 0.26 ~ 0.81, p=0.008)和格列吡嗪(HR 0.55, 95% CI 0.33 ~ 0.91, p=0.02)。结论和相关性:我们没有发现与其他GLP-1RAs或非GLP-1RAs相比,西马鲁肽发生PDR或需要治疗的DR/DME的风险增加。T2D患者仍应接受密切的眼部护理随访,特别是在开始使用新的降糖药物时。
{"title":"Semaglutide and diabetic retinopathy: an OHDSI network study.","authors":"Cindy Xinji Cai, Akihiko Nishimura, Sally Baxter, Kerry Goetz, Michelle Hribar, Brian Toy, Andrew Barkmeier, Sophia Wang, Swarup Swaminathan, Alexis Flowers, Eric Brown, Benjamin Xu, John Chen, Aiyin Chen, Theodore Leng, Michael Boland, Thamir Alshammari, Fan Bu, Thomas Falconer, Benjamin Martin, Erik Westlund, Nestoras Mathioudakis, Linying Zhang, Ruochong Fan, Adam Wilcox, Albert Lai, Jacqueline C Stocking, Yangyiran Xie, Lok Hin Lee, David Dorr, Izabelle Humes, David McCoy, Mohammad Adibuzzaman, Raymond Areaux, James Brash, Nicole Weiskopf, Hannah Morgan-Cooper, Priya Desai, Diep Tran, Zainab Rustam, Gina Zhu, Joel Swerdel, Anthony Sena, Paul Nagy, Marc Suchard, Martijn Schuemie, George Hripcsak, Patrick Ryan","doi":"10.1136/bmjdrc-2025-005424","DOIUrl":"10.1136/bmjdrc-2025-005424","url":null,"abstract":"<p><strong>Introduction: </strong>Semaglutide, a glucagon-like peptide-1 receptor agonist (GLP-1RA) used to treat type 2 diabetes mellitus (T2D), has potential associations with higher rates of diabetic retinopathy (DR) complications including proliferative DR (PDR) and diabetic macular edema (DME). The purpose of this study was to determine whether an association exists between semaglutide and PDR and treatment-requiring DR/DME.</p><p><strong>Research design and methods: </strong>This was a retrospective cohort study of 14 databases (six administrative claims and eight electronic health records) in the Observational Health Data Sciences and Informatics Evidence Network. Adults with T2D on semaglutide, other GLP-1RA (dulaglutide, exenatide), or non-GLP-1RA medications (empagliflozin, sitagliptin, glipizide) from 1 December 2017 to 31 December 2023 were included. The association between semaglutide and PDR or treatment-requiring DR/DME was assessed using an active-comparator cohort design comparing new users of semaglutide as second-line T2D treatment to those on other GLP-1RAs and non-GLP-1RAs. Propensity score-adjusted Cox proportional hazards models were used to estimate hazard ratios (HRs). Network-wide HR estimates were generated using a random-effects meta-analysis.</p><p><strong>Results: </strong>The study included 810 390 new semaglutide users for T2D. PDR risk for semaglutide was similar to dulaglutide (HR 0.81, 95% CI 0.42 to 1.54, p=0.51), empagliflozin (HR 0.83, 95% CI 0.53 to 1.30, p=0.41) and sitagliptin (HR 0.83, 95% CI 0.45 to 1.55, p=0.57) but was lower than glipizide (HR 0.59, 95% CI 0.39 to 0.88, p=0.01). The risk for treatment-requiring DR/DME for semaglutide was similar to empagliflozin (HR 0.66, 95% CI 0.43 to 1.02, p=0.06) but lower than dulaglutide (HR 0.53, 95% CI 0.31 to 0.91, p=0.02), sitagliptin (HR 0.46, 95% CI 0.26 to 0.81, p=0.008) and glipizide (HR 0.55, 95% CI 0.33 to 0.91, p=0.02).</p><p><strong>Conclusions and relevance: </strong>We did not identify increased risk for either PDR or treatment-requiring DR/DME comparing semaglutide with other GLP-1RAs or non-GLP-1RAs. Patients with T2D should still undergo close eye care follow-up, particularly when initiating new antihyperglycemic medications.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 6","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-11-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12587949/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145450547","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}
引用次数: 0
Associations between perceived stress and glycemic measures: gender and age as moderators. 感知压力与血糖测量之间的关系:性别和年龄是调节因素。
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-11-04 DOI: 10.1136/bmjdrc-2025-005368
Ming-Hong Tsai, Charlene Enhui Goh, Michelle H Lee, Francine Seah, Maybritte Lim, Eveline Febriana, Jiahui Fu, Julie K Yip, Philip Preshaw, Sue-Anne Ee Shiow Toh

Introduction: Prediabetes presents an opportunity for early intervention. Growing evidence suggests that psychological stress may contribute to glucose dysregulation, but the findings are inconsistent.This study aimed to clarify the association between perceived stress and glycemic measures, by first testing gender as a moderator, and then examining age as a moderator within each gender group.

Research design and methods: We analyzed cross-sectional data from 470 diabetes-free adults in Singapore. Participants completed the 10-item Perceived Stress Scale, comprising two subscales: perceived helplessness and perceived self-efficacy. Glycemic measures included fasting plasma glucose, glycated hemoglobin, and 2-hour plasma glucose (2h-PG) following an oral glucose tolerance test. Prediabetes was classified according to the American Diabetes Association diagnostic criteria.

Results: Multivariable regression analyses revealed significant moderating effects of gender on the relationship between perceived stress factors and both prediabetes status and 2h-PG levels. Specifically, higher perceived helplessness and perceived self-efficacy were significantly associated with a lower prevalence of prediabetes and lower 2h-PG levels among men. However, these associations were non-significant among women. Age significantly moderated the relationship between perceived helplessness (but not perceived self-efficacy) on prediabetes and 2h-PG levels in women; higher perceived helplessness was associated with a greater prevalence of prediabetes and higher 2h-PG levels among younger women.

Conclusions: Gender moderated the associations between perceived stress and both prediabetes prevalence and 2h-PG levels. Among women, age further moderated the association between perceived helplessness and these outcomes. Future research should consider both moderators. Tailored psychosocial stress management strategies may help reduce the prevalence of prediabetes and diabetes.

Trial registration number: NCT02838693.

前驱糖尿病提供了早期干预的机会。越来越多的证据表明,心理压力可能导致血糖失调,但研究结果并不一致。本研究旨在澄清感知压力和血糖测量之间的关系,首先测试性别作为调节因素,然后在每个性别组中检查年龄作为调节因素。研究设计和方法:我们分析了新加坡470名无糖尿病成年人的横断面数据。参与者完成了由感知无助感和感知自我效能感两个分量表组成的10项感知压力量表。血糖测量包括空腹血糖、糖化血红蛋白和口服葡萄糖耐量试验后2小时血糖(2h-PG)。根据美国糖尿病协会的诊断标准对前驱糖尿病进行分类。结果:多变量回归分析显示,性别对感知应激因素与糖尿病前期状态和2h-PG水平的关系有显著调节作用。具体而言,较高的感知无助感和感知自我效能感与男性较低的前驱糖尿病患病率和较低的2h-PG水平显著相关。然而,这些关联在女性中并不显著。年龄显著调节了女性糖尿病前期无助感(但不影响自我效能感)与2h-PG水平的关系;在年轻女性中,较高的无助感与较高的前驱糖尿病患病率和较高的2h-PG水平有关。结论:性别调节了感知压力与糖尿病前期患病率和2h-PG水平之间的关联。在女性中,年龄进一步缓和了感知到的无助感与这些结果之间的关联。未来的研究应该考虑这两个调节因子。量身定制的社会心理压力管理策略可能有助于降低糖尿病前期和糖尿病的患病率。试验注册号:NCT02838693。
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引用次数: 0
Hemoglobin A1c time-in-range, mortality, and diabetes complications in older adults with diabetes. 老年糖尿病患者的糖化血红蛋白时间范围、死亡率和糖尿病并发症
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-11-04 DOI: 10.1136/bmjdrc-2025-005188
Paul R Conlin, Julia C Prentice, David C Mohr, Libin Zhang, Donglin Li, Erin Pleasants, Richard E Nelson, Suma Vupputuri, Gregory A Nichols

Introduction: Hemoglobin A1c (A1c) treatment goals in older adults often consider life expectancy and comorbidities. A1c stability may also inform the risks of major outcomes. We studied the association of individualized A1c time-in-range (A1c TIR) with mortality and diabetes complications.

Research design and methods: We conducted a retrospective observational cohort study of patients with diabetes, 65 years or older, from the Department of Veterans Affairs (VA) and Kaiser Permanente (KP) from 2004 to 2018. Patients had at least four A1c tests during a 3-year baseline, and A1c TIR was calculated as the percentage of days when A1c levels were within patient-specific target ranges. We estimated associations among A1c TIR and mortality, cardiovascular, and microvascular outcomes using time to event models and instrumental variable (IV) models.

Results: We identified 386 287 VA patients and 24 885 KP patients with a mean age of 74.3 years (SD 5.8) and 72.3 years (SD 5.7), respectively. Among VA patients, when compared with higher A1c TIR (80-100%), lower A1c TIR (0% to <20%) was associated with increased mortality (HR, 1.22; 95% CI 1.20 to 1.23) and cardiovascular outcomes (HR, 1.10; 95% CI 1.07 to 1.13). IV models showed similar associations. Among KP patients, lower A1c TIR (0% to <20%) was associated with mortality (HR, 1.36; 95% CI 1.27 to 1.45). IV models showed associations with increased mortality and cardiovascular outcomes. Among both VA and KP patients, greater A1c time below and time above range were associated with increased mortality.

Conclusions: A1c stability within patient-specific target ranges is associated with a lower risk of major adverse outcomes among older adults with diabetes.

老年患者的糖化血红蛋白(A1c)治疗目标通常考虑预期寿命和合并症。糖化血红蛋白的稳定性也可能提示主要结局的风险。我们研究了个体化A1c时间范围(A1c TIR)与死亡率和糖尿病并发症的关系。研究设计和方法:我们对2004年至2018年退伍军人事务部(VA)和Kaiser Permanente (KP) 65岁及以上的糖尿病患者进行了回顾性观察队列研究。患者在3年基线期间至少进行4次A1c检测,A1c TIR计算为A1c水平在患者特定目标范围内的天数百分比。我们使用时间事件模型和工具变量(IV)模型估计了A1c TIR与死亡率、心血管和微血管结局之间的关联。结果:我们确定了386 287例VA患者和24 885例KP患者,平均年龄分别为74.3岁(SD 5.8)和72.3岁(SD 5.7)。在VA患者中,与较高的A1c TIR(80-100%)相比,较低的A1c TIR(0%)得出结论:A1c在患者特定目标范围内的稳定性与老年糖尿病患者发生主要不良结局的风险较低相关。
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引用次数: 0
Using real-world data to predict findings of an ongoing phase IV trial: glycemic control of semaglutide versus standard of care. 使用真实世界数据预测正在进行的IV期试验的结果:西马鲁肽与标准护理的血糖控制。
IF 4.1 2区 医学 Q2 ENDOCRINOLOGY & METABOLISM Pub Date : 2025-10-29 DOI: 10.1136/bmjdrc-2025-005180
Sushama Kattinakere Sreedhara, Sebastian Schneeweiss, Elvira D'Andrea, Janick G Weberpals, Elyse C DiCesare, Elisabetta Patorno, Theodore Tsacogianis, Marie Bradley, John Concato, Shirley V Wang

Objective: Using national claims databases, we sought to emulate the design of the ongoing SEPRA trial and predict its findings, comparing the effects of once weekly semaglutide to SoC medications on glycemic control (A1C <7%) in type-2 diabetes mellitus (T2D).

Research design and methods: Using Optum Clinformatics (July 2017 - May 2022), we identified a 1:1 propensity score-matched (PSM) cohort of adults with T2D on metformin monotherapy, who had recorded A1C and initiated either injectable semaglutide or SoC medications (dipeptidyl peptidase-4 inhibitors, sodium-glucose cotransporter-2 inhibitors, SUs, or glucagon-like peptide-1 agonists) and met eligibility criteria adapted from the SEPRA trial. The primary outcome was the proportion of patients achieving A1C <7%. The study protocol was preregistered (NCT05577728, ClinicalTrials.gov) before any etiologic analyses. Risk ratios and corresponding 95% CIs were estimated.

Results: We identified 1,144 PSM pairs of injectable semaglutide and SoC initiators with balance in pre-exposure covariates. Semaglutide initiators were 30% (risk ratio (95% CI), 1.30 (1.16 to 1.45)) more likely to achieve glycemic control (A1C <7%) than those initiating SoC. Additionally, semaglutide initiators had a 1.3% reduction in A1C, compared with a 1.1% reduction in the SoC group. These results were consistent with interim results of the SEPRA trial, which were released after the protocol for our database study was preregistered.

Conclusion: This claims database study, designed to predict the results of the SEPRA trial, found results consistent with interim trial results. Our findings support the notion that well-designed non-randomized studies using fit-for-purpose data can effectively complement pragmatic randomized controlled trials.

目的:利用国家索赔数据库,我们试图模拟正在进行的SEPRA试验的设计并预测其结果,比较每周一次的西马鲁肽与SoC药物对血糖控制的影响(A1C)。使用Optum Clinformatics(2017年7月- 2022年5月),我们确定了一个1:1的倾向评分匹配(PSM)队列,这些患者接受二甲双胍单药治疗,有A1C记录,并开始注射半马甲肽或SoC药物(二肽基肽酶-4抑制剂、钠-葡萄糖共转运体-2抑制剂、SUs或胰高血糖素样肽-1激动剂),符合SEPRA试验的资格标准。主要结局是达到A1C的患者比例。结果:我们确定了1144对PSM,注射semaglutide和SoC启动剂在暴露前协变量中保持平衡。Semaglutide启动者30%(风险比(95% CI), 1.30(1.16至1.45))更有可能实现血糖控制(A1C)结论:该声明数据库研究旨在预测SEPRA试验的结果,发现结果与中期试验结果一致。我们的研究结果支持这样一种观点,即使用符合目的数据的精心设计的非随机研究可以有效地补充实用的随机对照试验。
{"title":"Using real-world data to predict findings of an ongoing phase IV trial: glycemic control of semaglutide versus standard of care.","authors":"Sushama Kattinakere Sreedhara, Sebastian Schneeweiss, Elvira D'Andrea, Janick G Weberpals, Elyse C DiCesare, Elisabetta Patorno, Theodore Tsacogianis, Marie Bradley, John Concato, Shirley V Wang","doi":"10.1136/bmjdrc-2025-005180","DOIUrl":"10.1136/bmjdrc-2025-005180","url":null,"abstract":"<p><strong>Objective: </strong>Using national claims databases, we sought to emulate the design of the ongoing SEPRA trial and predict its findings, comparing the effects of once weekly semaglutide to SoC medications on glycemic control (A1C <7%) in type-2 diabetes mellitus (T2D).</p><p><strong>Research design and methods: </strong>Using Optum Clinformatics (July 2017 - May 2022), we identified a 1:1 propensity score-matched (PSM) cohort of adults with T2D on metformin monotherapy, who had recorded A1C and initiated either injectable semaglutide or SoC medications (dipeptidyl peptidase-4 inhibitors, sodium-glucose cotransporter-2 inhibitors, SUs, or glucagon-like peptide-1 agonists) and met eligibility criteria adapted from the SEPRA trial. The primary outcome was the proportion of patients achieving A1C <7%. The study protocol was preregistered (NCT05577728, ClinicalTrials.gov) before any etiologic analyses. Risk ratios and corresponding 95% CIs were estimated.</p><p><strong>Results: </strong>We identified 1,144 PSM pairs of injectable semaglutide and SoC initiators with balance in pre-exposure covariates. Semaglutide initiators were 30% (risk ratio (95% CI), 1.30 (1.16 to 1.45)) more likely to achieve glycemic control (A1C <7%) than those initiating SoC. Additionally, semaglutide initiators had a 1.3% reduction in A1C, compared with a 1.1% reduction in the SoC group. These results were consistent with interim results of the SEPRA trial, which were released after the protocol for our database study was preregistered.</p><p><strong>Conclusion: </strong>This claims database study, designed to predict the results of the SEPRA trial, found results consistent with interim trial results. Our findings support the notion that well-designed non-randomized studies using fit-for-purpose data can effectively complement pragmatic randomized controlled trials.</p>","PeriodicalId":9151,"journal":{"name":"BMJ Open Diabetes Research & Care","volume":"13 5","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12574359/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145399279","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}
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BMJ Open Diabetes Research & Care
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