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循环肠道微生物代谢产物与冠心病风险:一项前瞻性多阶段研究

Circulating gut microbial metabolites and risk of coronary heart disease: a prospective, multi-stage study.

作者信息

Yu Danxia, Zheng Yulu, Yang Jae Jeong, Gupta Deepak K, Herrington David M, Yu Bing, Nguyen Ngoc Quynh H, Pinto Rui, Tzoulaki Ioanna, Cai Hui, Cai Qiuyin, Lipworth Loren, Shu Xiao-Ou, Zheng Wei

出版信息

medRxiv. 2025 Jun 17:2025.06.16.25329214. doi: 10.1101/2025.06.16.25329214.

Abstract

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.

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产物与人类心脏代谢健康有关,但很少有研究系统地研究循环微生物代谢产物与冠心病(CHD)发病之间的关系。

方法

我们开展了一项多阶段代谢组学研究,涉及五个前瞻性队列。探索阶段对来自南方社区队列研究(SCCS)、上海女性健康研究和上海男性健康研究(SWHS/SMHS)的896例冠心病发病病例和896例年龄、性别、种族匹配的对照(每个种族约300对:黑人、白人、亚洲人)进行了非靶向血浆代谢产物分析。在社区动脉粥样硬化风险研究(ARIC;N = 3539;663例病例)和多族裔动脉粥样硬化研究(MESA;N = 3860;446例病例)中进行了计算机模拟验证。最后,开发了一种定量检测方法,并应用于来自SCCS和SWHS/SMHS的一组新的864例病例和864例年龄、性别、种族匹配的对照(每个种族约260 - 340对)。采用条件逻辑回归估计发现阶段和定量阶段代谢产物水平每增加一个标准差(SD)时冠心病发病的比值比(OR),采用巢式病例对照设计。在ARIC和MESA中采用队列设计进行Cox回归。所有阶段均对类似的协变量进行了调整。

结果

探索阶段确定了73种与冠心病发病相关的循环微生物群相关代谢产物(FDR < 0.10)。61种代谢产物可用于计算机模拟验证,其中24种显示出与探索阶段相同方向的显著关联(p < 0.05)。靶向检测对这24种代谢产物中的8种进行了定量,其中5种与冠心病发病显著相关:咪唑丙酸、3 - 羟基 - 2 - 乙基丙酸、4 - 羟基苯乙酸、反式4 - 羟基脯氨酸和3 - 羟基丁酸;在调整社会人口统计学和生活方式因素后,每SD的OR范围为1.18至1.27。靶向检测还测量了其他8种有前景的微生物代谢产物,其中4种显著:氧化三甲胺、苯乙酰 - L - 谷氨酰胺、4 - 羟基马尿酸和吲哚丙酸。尽管某些关联(如4 - 羟基苯乙酸)在黑人参与者中比在白人/亚洲参与者中更强,但大多数关联在参与者亚组中是一致的。还发现了年龄、肥胖和高血压病史等其他效应修饰因素。

结论与意义

我们在不同人群中鉴定并验证了与冠心病发病相关的循环肠道微生物代谢产物。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,并突出了特定代谢产物,以便优先进行机制研究、生物标志物验证和治疗开发。

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