Gut microbiota combined with metabolites reveals unique features of acute myocardial infarction patients different from stable coronary artery disease

被引:49
作者
Dong, Chaoran [1 ]
Yang, Yanan [5 ]
Wang, Yinghong [1 ]
Hu, Xiaomin [3 ]
Wang, Qingchun [1 ]
Gao, Feng [1 ]
Sun, Shanshan [1 ]
Liu, Qifeng [1 ]
Li, Lei [6 ]
Liu, Jianxun [6 ]
Tang, Yida [4 ]
Zhang, Shuyang [3 ]
Wu, Chongming [2 ]
Zhu, Haibo [1 ]
机构
[1] Chinese Acad Med Sci & Peking Union Med Coll, Inst Mat Med, State Key Lab Bioact Subst & Funct Nat Med, Beijing Key Lab New Drug Mechanisms & Pharmacol E, Xian Nong Tan St 1, Beijing 100050, Peoples R China
[2] Tianjin Univ Tradit Chinese Med, Sch Chinese Mat Med, West Area, 10 Poyanghu Rd, Tianjin 301617, Peoples R China
[3] Chinese Acad Med Sci & Peking Union Med Coll, Peking Union Med Coll Hosp, Dept Cardiol, 1 Shuaifuyuan, Beijing 100730, Peoples R China
[4] Chinese Acad Med Sci & Peking Union Med Coll, Fuwai Hosp, Natl Ctr Cardiovasc Dis, State Key Lab Cardiovasc Dis, 167 North Lishi Rd, Beijing 100037, Peoples R China
[5] Chinese Acad Med Sci & Peking Union Med Coll, Inst Med Plant Dev, Pharmacol & Toxicol Res Ctr, 151 Malianwa North Rd, Beijing 100193, Peoples R China
[6] China Acad Chinese Med Sci, Xiyuan Hosp, 1 Xiyuan Cao Chang, Beijing 100091, Peoples R China
基金
中国国家自然科学基金;
关键词
Acute myocardial infarction (AMI); Stable coronary artery disease (sCAD); Prediction model; Gut microbiota; Metabolite; TRIMETHYLAMINE-N-OXIDE; RISK; TROPONIN; EVENTS; MIRNAS; MARKER;
D O I
10.1016/j.jare.2022.06.008
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Introduction: Acute myocardial infarction (AMI) accounts for the majority of deaths caused by coronary artery disease (CAD). Early warning of AMI, especially for patients with stable coronary artery disease (sCAD), is urgently needed. Our previous study showed that alterations in the gut microbiota were cor-related with CAD severity. Objectives: Herein, we tried to discover accurate and convenient biomarkers for AMI by combination of gut microbiota and fecal/blood/urinary metabolomics.Methods: We recruited 190 volunteers including 93 sCAD patients, 49 AMI patients, and 48 subjects with normal coronary artery (NCA), and measured their blood biochemical parameters, 16S rRNA-based gut microbiota and NMR-based fecal/blood/urinary metabolites. We further selected 20 subjects from each group and analyzed their gut microbiota by whole-metagenome shotgun sequencing.Results: Multi-omic analyses revealed that AMI patients exhibited specific changes in gut microbiota and serum/urinary/fecal metabolites as compared to subjects with sCAD or NCA. Fourteen bacterial genera and 30 metabolites (11 in feces, 10 in blood, 9 in urine) were closely related to AMI phenotypes and could accurately distinguish AMI patients from sCAD patients. Some species belonging to Alistipes, Streptococcus, Ruminococcus, Lactobacillus and Faecalibacterium were effective to distinguish AMI from sCAD and their predictive ability was confirmed in an independent cohort of CAD patients. We further selected nine indicators including 4 bacterial genera, 3 fecal and 2 urinary metabolites as a noninvasive biomarker set which can distinguish AMI from sCAD with an AUC of 0.932.Conclusion: Combination of gut microbiota and fecal/urinary metabolites provided a set of potential use-ful and noninvasive predictive biomarker for AMI from sCAD.(c) 2023 The Authors. Published by Elsevier B.V. on behalf of Cairo University. This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
引用
收藏
页码:101 / 112
页数:12
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