BMI Variability and Cardiovascular Outcomes Within Clinical Trial and Real-World Environments in Type 2 Diabetes: An IMI2 SOPHIA study

Robert J Massey, Adem Y Dawed, Yu Chen, Marine Panova-Noeva, Michaela Mattheus, Moneeza K Siddiqui, Nanette Cathrin Schloot, Antonio Ceriello, Ewan R Pearson
{"title":"BMI Variability and Cardiovascular Outcomes Within Clinical Trial and Real-World Environments in Type 2 Diabetes: An IMI2 SOPHIA study","authors":"Robert J Massey, Adem Y Dawed, Yu Chen, Marine Panova-Noeva, Michaela Mattheus, Moneeza K Siddiqui, Nanette Cathrin Schloot, Antonio Ceriello, Ewan R Pearson","doi":"10.1101/2024.03.15.24303590","DOIUrl":null,"url":null,"abstract":"Aims:\nBMI variability has been associated with increased cardiovascular disease risk in individuals with type 2 diabetes, however comparison between clinical studies and real–world observational evidence has been lacking. Furthermore, it is not known whether BMI variability has an effect independent of HbA1c variability.\nMethods and Results:\nWe investigated the association between BMI variability and 3P–MACE risk in the Harmony Outcomes trial (n = 9198), and further analysed placebo arms of REWIND (n = 4440) and EMPA–REG OUTCOME (n = 2333) trials, followed by real–world data from the Tayside Bioresource (n = 6980) using Cox regression modelling. BMI variability was determined using average successive variability (ASV), with first major adverse cardiovascular event of non–fatal stroke, non–fatal myocardial infarction, and cardiovascular death (3P-MACE) as the primary outcome.\nAfter adjusting for cardiovascular risk factors, a +1 SD increase in BMI variability was associated with increased 3P–MACE risk in Harmony Outcomes (HR 1.12, 95% CI 1.08 — 1.17, P < 0.001). The most variable quartile of participants experienced an 87% higher risk of 3P-MACE (P <0.001) relative to the least variable. Similar associations were found in REWIND and Tayside Bioresource. Further analyses in the EMPA–REG OUTCOME trial did not replicate this association. BMI variability's impact on 3P–MACE risk was independent of HbA1c variability.\nConclusion: In individuals with type 2 diabetes, increased BMI variability was found to be an independent risk factor for 3P–MACE across cardiovascular outcome trials and real–world datasets. Future research should attempt to establish a causal relationship between BMI variability and cardiovascular outcomes.","PeriodicalId":501419,"journal":{"name":"medRxiv - Endocrinology","volume":"118 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-03-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv - Endocrinology","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2024.03.15.24303590","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

Abstract

Aims: BMI variability has been associated with increased cardiovascular disease risk in individuals with type 2 diabetes, however comparison between clinical studies and real–world observational evidence has been lacking. Furthermore, it is not known whether BMI variability has an effect independent of HbA1c variability. Methods and Results: We investigated the association between BMI variability and 3P–MACE risk in the Harmony Outcomes trial (n = 9198), and further analysed placebo arms of REWIND (n = 4440) and EMPA–REG OUTCOME (n = 2333) trials, followed by real–world data from the Tayside Bioresource (n = 6980) using Cox regression modelling. BMI variability was determined using average successive variability (ASV), with first major adverse cardiovascular event of non–fatal stroke, non–fatal myocardial infarction, and cardiovascular death (3P-MACE) as the primary outcome. After adjusting for cardiovascular risk factors, a +1 SD increase in BMI variability was associated with increased 3P–MACE risk in Harmony Outcomes (HR 1.12, 95% CI 1.08 — 1.17, P < 0.001). The most variable quartile of participants experienced an 87% higher risk of 3P-MACE (P <0.001) relative to the least variable. Similar associations were found in REWIND and Tayside Bioresource. Further analyses in the EMPA–REG OUTCOME trial did not replicate this association. BMI variability's impact on 3P–MACE risk was independent of HbA1c variability. Conclusion: In individuals with type 2 diabetes, increased BMI variability was found to be an independent risk factor for 3P–MACE across cardiovascular outcome trials and real–world datasets. Future research should attempt to establish a causal relationship between BMI variability and cardiovascular outcomes.
查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
2 型糖尿病患者在临床试验和真实世界环境中的体重指数变异性和心血管结果:IMI2 SOPHIA 研究
目的:BMI 变异与 2 型糖尿病患者心血管疾病风险增加有关,但临床研究与实际观察证据之间缺乏比较。方法与结果:我们使用 Cox 回归模型研究了和谐结果试验(n = 9198)中 BMI 变异与 3P-MACE 风险之间的关系,并进一步分析了 REWIND(n = 4440)和 EMPA-REG OUTCOME(n = 2333)试验的安慰剂组,以及泰赛德生物资源(n = 6980)的真实世界数据。采用平均连续变异性(ASV)确定BMI变异性,以非致死性中风、非致死性心肌梗死和心血管死亡(3P-MACE)等首次主要不良心血管事件作为主要结果。调整心血管风险因素后,BMI变异性增加1 SD与和谐结果中3P-MACE风险增加有关(HR 1.12,95% CI 1.08 - 1.17,P <0.001)。相对于变化最少的参与者,变化最多的四分位参与者发生 3P-MACE 的风险高出 87%(P <0.001)。在 REWIND 和 Tayside Bioresource 中也发现了类似的关联。在 EMPA-REG OUTCOME 试验中进行的进一步分析没有重复这种关联。BMI变化对3P-MACE风险的影响与HbA1c变化无关:结论:在2型糖尿病患者中,BMI变异性增加是心血管结果试验和真实世界数据集中3P-MACE的独立风险因素。未来的研究应尝试在 BMI 变异性和心血管结果之间建立因果关系。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 去求助
来源期刊
自引率
0.00%
发文量
0
期刊最新文献
Free fatty acids accelerate β-cell death in type 1 diabetes Detection of enterovirus RNA in pancreas and lymphoid tissues of organ donors with type 1 diabetes Sex and age differences in cardiovascular risk factors and lifestyle at the onset of diabetes mellitus: a cross-sectional study in Spanish Primary Health Care. Establishing a Core Outcome Set for Creatine Transporter Deficiency and Guanidinoacetate Methyltransferase Deficiency Primary aldosteronism results in a decline estimated glomerular filtration rate independent of blood pressure: evidence from a case-control and mendelian randomization study
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 联系我们:info@booksci.cn
Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。
Copyright © 2023 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1