循环肠道微生物代谢物与冠心病风险:一项前瞻性、多阶段研究

Danxia Yu, Yulu Zheng, Jae Jeong Yang, Deepak K Gupta, David M Herrington, Bing Yu, Ngoc Quynh H Nguyen, Rui Pinto, Ioanna Tzoulaki, Hui Cai, Qiuyin Cai, Loren Lipworth, Xiao-Ou Shu, Wei Zheng
{"title":"循环肠道微生物代谢物与冠心病风险:一项前瞻性、多阶段研究","authors":"Danxia Yu, Yulu Zheng, Jae Jeong Yang, Deepak K Gupta, David M Herrington, Bing Yu, Ngoc Quynh H Nguyen, Rui Pinto, Ioanna Tzoulaki, Hui Cai, Qiuyin Cai, Loren Lipworth, Xiao-Ou Shu, Wei Zheng","doi":"10.1101/2025.06.16.25329214","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Despite growing evidence linking gut microbiota and microbial metabolites to human cardiometabolic health, few studies have systematically examined circulating microbial metabolites with incident coronary heart disease (CHD).</p><p><strong>Methods: </strong>We conducted a multi-stage metabolomics study involving five prospective cohorts. Discovery involved an untargeted plasma metabolite profiling among 896 incident cases and 896 age-/sex-/race-matched controls (∼300 pairs per race: Black, White, Asian) from the Southern Community Cohort Study (SCCS) and Shanghai Women's Health Study and Shanghai Men's Health Study (SWHS/SMHS). In-silico validation was conducted in the Atherosclerosis Risk in Communities Study (ARIC; N=3539; 663 cases) and Multi-Ethnic Study of Atherosclerosis (MESA; N=3860; 446 cases). Last, a quantitative assay was developed and applied to a new set of 864 cases and 864 age-/sex-/race-matched controls (∼260-340 pairs per race) from SCCS and SWHS/SMHS. Conditional logistic regression estimated odds ratios (ORs) of incident CHD per standard deviation (SD) increase in metabolite levels for discovery and quantitative stages with a nested case-control design. Cox regression was used in ARIC and MESA with a cohort design. All stages were adjusted for similar covariates.</p><p><strong>Results: </strong>The discovery stage identified 73 circulating microbiota-related metabolites associated with incident CHD (FDR<0.10). Sixty-one metabolites were available for in-silico validation, with 24 showing a significant association (p<0.05) in the same direction as discovery. The targeted assay quantified eight of these 24 metabolites, with five significantly associated with incident CHD: imidazole propionate, 3-hydroxy-2-ethylpropionate, 4-hydroxyphenylacetate, trans-4-hydroxyproline, and 3-hydroxybutyrate; OR per SD ranged from 1.18 to 1.27 after adjusting for sociodemographic and lifestyle factors. The targeted assay measured eight other promising microbial metabolites, four of which were significant: trimethylamine N-oxide, phenylacetyl-L-glutamine, 4-hydroxyhippuric acid, and indolepropionate. Most associations were consistent across participant subgroups, although some (e.g., 4-hydroxyphenylacetate) were stronger among Black than White/Asian participants. Other effect modifications were found by age, obesity, and hypertension history.</p><p><strong>Conclusions and relevance: </strong>We identified and validated circulating gut microbial metabolites associated with incident CHD across diverse populations. Our findings offer novel epidemiological evidence on the importance of gut microbial metabolism in CHD development and highlight specific metabolites to prioritize for mechanistic investigation, biomarker validation, and therapeutic development.</p>","PeriodicalId":94281,"journal":{"name":"medRxiv : the preprint server for health sciences","volume":" ","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2025-06-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12204259/pdf/","citationCount":"0","resultStr":"{\"title\":\"Circulating gut microbial metabolites and risk of coronary heart disease: a prospective, multi-stage study.\",\"authors\":\"Danxia Yu, Yulu Zheng, Jae Jeong Yang, Deepak K Gupta, David M Herrington, Bing Yu, Ngoc Quynh H Nguyen, Rui Pinto, Ioanna Tzoulaki, Hui Cai, Qiuyin Cai, Loren Lipworth, Xiao-Ou Shu, Wei Zheng\",\"doi\":\"10.1101/2025.06.16.25329214\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<p><strong>Background: </strong>Despite growing evidence linking gut microbiota and microbial metabolites to human cardiometabolic health, few studies have systematically examined circulating microbial metabolites with incident coronary heart disease (CHD).</p><p><strong>Methods: </strong>We conducted a multi-stage metabolomics study involving five prospective cohorts. Discovery involved an untargeted plasma metabolite profiling among 896 incident cases and 896 age-/sex-/race-matched controls (∼300 pairs per race: Black, White, Asian) from the Southern Community Cohort Study (SCCS) and Shanghai Women's Health Study and Shanghai Men's Health Study (SWHS/SMHS). In-silico validation was conducted in the Atherosclerosis Risk in Communities Study (ARIC; N=3539; 663 cases) and Multi-Ethnic Study of Atherosclerosis (MESA; N=3860; 446 cases). Last, a quantitative assay was developed and applied to a new set of 864 cases and 864 age-/sex-/race-matched controls (∼260-340 pairs per race) from SCCS and SWHS/SMHS. Conditional logistic regression estimated odds ratios (ORs) of incident CHD per standard deviation (SD) increase in metabolite levels for discovery and quantitative stages with a nested case-control design. Cox regression was used in ARIC and MESA with a cohort design. All stages were adjusted for similar covariates.</p><p><strong>Results: </strong>The discovery stage identified 73 circulating microbiota-related metabolites associated with incident CHD (FDR<0.10). Sixty-one metabolites were available for in-silico validation, with 24 showing a significant association (p<0.05) in the same direction as discovery. The targeted assay quantified eight of these 24 metabolites, with five significantly associated with incident CHD: imidazole propionate, 3-hydroxy-2-ethylpropionate, 4-hydroxyphenylacetate, trans-4-hydroxyproline, and 3-hydroxybutyrate; OR per SD ranged from 1.18 to 1.27 after adjusting for sociodemographic and lifestyle factors. The targeted assay measured eight other promising microbial metabolites, four of which were significant: trimethylamine N-oxide, phenylacetyl-L-glutamine, 4-hydroxyhippuric acid, and indolepropionate. Most associations were consistent across participant subgroups, although some (e.g., 4-hydroxyphenylacetate) were stronger among Black than White/Asian participants. Other effect modifications were found by age, obesity, and hypertension history.</p><p><strong>Conclusions and relevance: </strong>We identified and validated circulating gut microbial metabolites associated with incident CHD across diverse populations. Our findings offer novel epidemiological evidence on the importance of gut microbial metabolism in CHD development and highlight specific metabolites to prioritize for mechanistic investigation, biomarker validation, and therapeutic development.</p>\",\"PeriodicalId\":94281,\"journal\":{\"name\":\"medRxiv : the preprint server for health sciences\",\"volume\":\" \",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2025-06-17\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12204259/pdf/\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"medRxiv : the preprint server for health sciences\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1101/2025.06.16.25329214\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"medRxiv : the preprint server for health sciences","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1101/2025.06.16.25329214","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 0

摘要

背景:尽管越来越多的证据表明肠道微生物群和微生物代谢物与人类心脏代谢健康有关,但很少有研究系统地检查循环微生物代谢物与冠心病(CHD)的发生。方法:我们进行了一项涉及五个前瞻性队列的多阶段代谢组学研究。发现涉及来自南方社区队列研究(SCCS)和上海妇女健康研究和上海男性健康研究(SWHS/SMHS)的896例事件病例和896例年龄/性别/种族匹配对照(每个种族约300对:黑人、白人、亚洲人)的非靶向血浆代谢物分析。在社区动脉粥样硬化风险研究(ARIC;N = 3539;663例)和多民族动脉粥样硬化研究(MESA;N = 3860;446例)。最后,研究人员开发了一种定量分析方法,并将其应用于来自SCCS和SWHS/SMHS的864例新病例和864例年龄/性别/种族匹配的对照(每个种族约260-340对)。条件logistic回归估计了发现和定量阶段代谢产物水平每标准差(SD)增加的冠心病发生率的比值比(ORs)。ARIC和MESA采用Cox回归,采用队列设计。所有阶段都根据相似的协变量进行调整。结果:在发现阶段确定了73种与冠心病事件相关的循环微生物相关代谢物(fdr)。结论和相关性:我们确定并验证了不同人群中与冠心病事件相关的循环肠道微生物代谢物。我们的研究结果为肠道微生物代谢在冠心病发展中的重要性提供了新的流行病学证据,并强调了特定代谢物的机制研究、生物标志物验证和治疗开发的优先级。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Circulating gut microbial metabolites and risk of coronary heart disease: a prospective, multi-stage study.

Background: Despite growing evidence linking gut microbiota and microbial metabolites to human cardiometabolic health, few studies have systematically examined circulating microbial metabolites with incident coronary heart disease (CHD).

Methods: We conducted a multi-stage metabolomics study involving five prospective cohorts. Discovery involved an untargeted plasma metabolite profiling among 896 incident cases and 896 age-/sex-/race-matched controls (∼300 pairs per race: Black, White, Asian) from the Southern Community Cohort Study (SCCS) and Shanghai Women's Health Study and Shanghai Men's Health Study (SWHS/SMHS). In-silico validation was conducted in the Atherosclerosis Risk in Communities Study (ARIC; N=3539; 663 cases) and Multi-Ethnic Study of Atherosclerosis (MESA; N=3860; 446 cases). Last, a quantitative assay was developed and applied to a new set of 864 cases and 864 age-/sex-/race-matched controls (∼260-340 pairs per race) from SCCS and SWHS/SMHS. Conditional logistic regression estimated odds ratios (ORs) of incident CHD per standard deviation (SD) increase in metabolite levels for discovery and quantitative stages with a nested case-control design. Cox regression was used in ARIC and MESA with a cohort design. All stages were adjusted for similar covariates.

Results: The discovery stage identified 73 circulating microbiota-related metabolites associated with incident CHD (FDR<0.10). Sixty-one metabolites were available for in-silico validation, with 24 showing a significant association (p<0.05) in the same direction as discovery. The targeted assay quantified eight of these 24 metabolites, with five significantly associated with incident CHD: imidazole propionate, 3-hydroxy-2-ethylpropionate, 4-hydroxyphenylacetate, trans-4-hydroxyproline, and 3-hydroxybutyrate; OR per SD ranged from 1.18 to 1.27 after adjusting for sociodemographic and lifestyle factors. The targeted assay measured eight other promising microbial metabolites, four of which were significant: trimethylamine N-oxide, phenylacetyl-L-glutamine, 4-hydroxyhippuric acid, and indolepropionate. Most associations were consistent across participant subgroups, although some (e.g., 4-hydroxyphenylacetate) were stronger among Black than White/Asian participants. Other effect modifications were found by age, obesity, and hypertension history.

Conclusions and relevance: We identified and validated circulating gut microbial metabolites associated with incident CHD across diverse populations. Our findings offer novel epidemiological evidence on the importance of gut microbial metabolism in CHD development and highlight specific metabolites to prioritize for mechanistic investigation, biomarker validation, and therapeutic development.

求助全文
通过发布文献求助,成功后即可免费获取论文全文。 去求助
来源期刊
自引率
0.00%
发文量
0
×
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:604180095
Book学术官方微信