Causal associations between gut microbiota and type 2 diabetes mellitus subtypes: a mendelian randomization analysis.

IF 2.8 3区 医学 Q3 ENDOCRINOLOGY & METABOLISM
Zhichao Ruan, Jiangteng Liu, Jinxi Zhao
{"title":"Causal associations between gut microbiota and type 2 diabetes mellitus subtypes: a mendelian randomization analysis.","authors":"Zhichao Ruan, Jiangteng Liu, Jinxi Zhao","doi":"10.1186/s12902-025-01863-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Purpose: </strong>To investigate the causal relationships between gut microbiota and novel adult-onset type 2 diabetes mellitus(T2DM) subtypes.</p><p><strong>Methods: </strong>We conducted Mendelian randomization (MR) analyses using genome-wide association data from European populations. Initial MR analyses examined associations between gut microbiota and four T2DM subtypes, followed by validation analyses using type 1 diabetes mellitus(T1DM) and T2DM GWAS data. We also performed bidirectional MR analyses and tested for heterogeneity and pleiotropy across all analyses.</p><p><strong>Results: </strong>Our MR analyses revealed distinctive associations between gut microbiota and T2DM subtypes: six bacterial taxa with severe insulin-deficient diabetes (SIDD), four with severe insulin-resistant diabetes (SIRD), eight with mild obesity-related diabetes (MOD), and eight with mild age-related diabetes (MARD). These associations were distinct from T1DM findings. Six bacterial taxa were validated in T2DM analyses, with four showing directionally consistent effects: Class Clostridia (OR = 0.57, P = 0.045) and Order Clostridiales (OR = 0.57, P = 0.045) were associated with reduced MOD risk, while species Catus (OR = 1.80, P = 0.007) was associated with increased MOD risk, and genus Holdemania (OR = 2.51, P = 0.004) was associated with increased SIRD risk. No significant heterogeneity or pleiotropy was observed across analyses.</p><p><strong>Conclusions: </strong>Our MR analyses reveal novel causal relationships between gut microbiota and adult-onset T2DM subtypes, though further validation studies are warranted.</p>","PeriodicalId":9152,"journal":{"name":"BMC Endocrine Disorders","volume":"25 1","pages":"79"},"PeriodicalIF":2.8000,"publicationDate":"2025-03-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11931760/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"BMC Endocrine Disorders","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1186/s12902-025-01863-x","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q3","JCRName":"ENDOCRINOLOGY & METABOLISM","Score":null,"Total":0}
引用次数: 0

Abstract

Purpose: To investigate the causal relationships between gut microbiota and novel adult-onset type 2 diabetes mellitus(T2DM) subtypes.

Methods: We conducted Mendelian randomization (MR) analyses using genome-wide association data from European populations. Initial MR analyses examined associations between gut microbiota and four T2DM subtypes, followed by validation analyses using type 1 diabetes mellitus(T1DM) and T2DM GWAS data. We also performed bidirectional MR analyses and tested for heterogeneity and pleiotropy across all analyses.

Results: Our MR analyses revealed distinctive associations between gut microbiota and T2DM subtypes: six bacterial taxa with severe insulin-deficient diabetes (SIDD), four with severe insulin-resistant diabetes (SIRD), eight with mild obesity-related diabetes (MOD), and eight with mild age-related diabetes (MARD). These associations were distinct from T1DM findings. Six bacterial taxa were validated in T2DM analyses, with four showing directionally consistent effects: Class Clostridia (OR = 0.57, P = 0.045) and Order Clostridiales (OR = 0.57, P = 0.045) were associated with reduced MOD risk, while species Catus (OR = 1.80, P = 0.007) was associated with increased MOD risk, and genus Holdemania (OR = 2.51, P = 0.004) was associated with increased SIRD risk. No significant heterogeneity or pleiotropy was observed across analyses.

Conclusions: Our MR analyses reveal novel causal relationships between gut microbiota and adult-onset T2DM subtypes, though further validation studies are warranted.

肠道微生物群与2型糖尿病亚型之间的因果关系:一项孟德尔随机分析。
目的:探讨肠道菌群与新发成人型2型糖尿病(T2DM)亚型之间的因果关系。方法:我们使用来自欧洲人群的全基因组关联数据进行孟德尔随机化(MR)分析。最初的MR分析检查了肠道微生物群与四种T2DM亚型之间的关系,随后使用1型糖尿病(T1DM)和T2DM GWAS数据进行验证分析。我们还进行了双向磁共振分析,并在所有分析中测试了异质性和多效性。结果:我们的MR分析揭示了肠道微生物群与T2DM亚型之间的独特关联:6个细菌分类群患有严重胰岛素缺乏糖尿病(SIDD), 4个细菌分类群患有严重胰岛素抵抗糖尿病(SIRD), 8个细菌分类群患有轻度肥胖相关糖尿病(MOD), 8个细菌分类群患有轻度年龄相关糖尿病(MARD)。这些关联不同于T1DM的发现。在T2DM分析中验证了6个细菌分类群,其中4个显示出方向一致的影响:Clostridia类(OR = 0.57, P = 0.045)和Order Clostridiales (OR = 0.57, P = 0.045)与MOD风险降低相关,Catus种(OR = 1.80, P = 0.007)与MOD风险增加相关,Holdemania属(OR = 2.51, P = 0.004)与SIRD风险增加相关。在分析中没有观察到显著的异质性或多效性。结论:我们的MR分析揭示了肠道微生物群与成人发病T2DM亚型之间新的因果关系,但需要进一步的验证研究。
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 求助全文
来源期刊
BMC Endocrine Disorders
BMC Endocrine Disorders ENDOCRINOLOGY & METABOLISM-
CiteScore
4.40
自引率
0.00%
发文量
280
审稿时长
>12 weeks
期刊介绍: BMC Endocrine Disorders is an open access, peer-reviewed journal that considers articles on all aspects of the prevention, diagnosis and management of endocrine disorders, as well as related molecular genetics, pathophysiology, and epidemiology.
×
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