Comparison of the metabolic profiles and their cardiovascular event risks of metformin users versus insulin users. A cohort study of people with type 2 diabetes from the UK Biobank

IF 6.1 3区 医学 Q1 ENDOCRINOLOGY & METABOLISM
Li-Ju Chen , Christian Herder , Ruijie Xie , Hermann Brenner , Ben Schöttker
{"title":"Comparison of the metabolic profiles and their cardiovascular event risks of metformin users versus insulin users. A cohort study of people with type 2 diabetes from the UK Biobank","authors":"Li-Ju Chen ,&nbsp;Christian Herder ,&nbsp;Ruijie Xie ,&nbsp;Hermann Brenner ,&nbsp;Ben Schöttker","doi":"10.1016/j.diabres.2025.112108","DOIUrl":null,"url":null,"abstract":"<div><h3>Aim</h3><div>The aims of this study were to compare the metabolic profiles of type 2 diabetes mellitus patients with metformin and insulin monotherapy, to assess the associations of metabolites with major adverse cardiovascular events (MACE) distinctly for metformin-only and insulin-only users, and to test for effect modification by the glucose-lowering treatment.</div></div><div><h3>Methods</h3><div>We included 3,058 metformin-only and 558 insulin-only users from the UK Biobank. Mean concentrations of 249 metabolites of metformin and insulin users were compared with Cohen’s d, their associations with MACE were assessed with Cox regression and interaction terms were tested.</div></div><div><h3>Results</h3><div>Mean VLDL size, HDL size, and concentrations of large and very large HDL molecules differed between insulin-only and metformin-only users. Overall, 75 metabolomic biomarkers were significantly associated with MACE in insulin-only users and 57 in metformin-only users. Significant interaction terms were observed between treatment group and albumin (protective in metformin users only) and 86 lipids/fatty acids, which were all statistically significantly associated with MACE among insulin users only.</div></div><div><h3>Conclusion</h3><div>Metformin and insulin users have different metabolic profiles and a consistent pattern emerged that the metabolic profile of metformin users is favorable compared to the one of insulin users due to a lower associated MACE risk.</div></div>","PeriodicalId":11249,"journal":{"name":"Diabetes research and clinical practice","volume":"222 ","pages":"Article 112108"},"PeriodicalIF":6.1000,"publicationDate":"2025-03-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Diabetes research and clinical practice","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0168822725001226","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

Abstract

Aim

The aims of this study were to compare the metabolic profiles of type 2 diabetes mellitus patients with metformin and insulin monotherapy, to assess the associations of metabolites with major adverse cardiovascular events (MACE) distinctly for metformin-only and insulin-only users, and to test for effect modification by the glucose-lowering treatment.

Methods

We included 3,058 metformin-only and 558 insulin-only users from the UK Biobank. Mean concentrations of 249 metabolites of metformin and insulin users were compared with Cohen’s d, their associations with MACE were assessed with Cox regression and interaction terms were tested.

Results

Mean VLDL size, HDL size, and concentrations of large and very large HDL molecules differed between insulin-only and metformin-only users. Overall, 75 metabolomic biomarkers were significantly associated with MACE in insulin-only users and 57 in metformin-only users. Significant interaction terms were observed between treatment group and albumin (protective in metformin users only) and 86 lipids/fatty acids, which were all statistically significantly associated with MACE among insulin users only.

Conclusion

Metformin and insulin users have different metabolic profiles and a consistent pattern emerged that the metabolic profile of metformin users is favorable compared to the one of insulin users due to a lower associated MACE risk.
求助全文
约1分钟内获得全文 求助全文
来源期刊
Diabetes research and clinical practice
Diabetes research and clinical practice 医学-内分泌学与代谢
CiteScore
10.30
自引率
3.90%
发文量
862
审稿时长
32 days
期刊介绍: Diabetes Research and Clinical Practice is an international journal for health-care providers and clinically oriented researchers that publishes high-quality original research articles and expert reviews in diabetes and related areas. The role of the journal is to provide a venue for dissemination of knowledge and discussion of topics related to diabetes clinical research and patient care. Topics of focus include translational science, genetics, immunology, nutrition, psychosocial research, epidemiology, prevention, socio-economic research, complications, new treatments, technologies and therapy.
×
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
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
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 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信