Gut microbiota, blood metabolites, and left ventricular diastolic dysfunction in US Hispanics/Latinos.

IF 13.8 1区 生物学 Q1 MICROBIOLOGY Microbiome Pub Date : 2024-05-10 DOI:10.1186/s40168-024-01797-x
Kai Luo, Alkis Taryn, Eun-Hye Moon, Brandilyn A Peters, Scott D Solomon, Martha L Daviglus, Mayank M Kansal, Bharat Thyagarajan, Marc D Gellman, Jianwen Cai, Robert D Burk, Rob Knight, Robert C Kaplan, Susan Cheng, Carlos J Rodriguez, Qibin Qi, Bing Yu
{"title":"Gut microbiota, blood metabolites, and left ventricular diastolic dysfunction in US Hispanics/Latinos.","authors":"Kai Luo, Alkis Taryn, Eun-Hye Moon, Brandilyn A Peters, Scott D Solomon, Martha L Daviglus, Mayank M Kansal, Bharat Thyagarajan, Marc D Gellman, Jianwen Cai, Robert D Burk, Rob Knight, Robert C Kaplan, Susan Cheng, Carlos J Rodriguez, Qibin Qi, Bing Yu","doi":"10.1186/s40168-024-01797-x","DOIUrl":null,"url":null,"abstract":"<p><strong>Background: </strong>Left ventricular diastolic dysfunction (LVDD) is an important precursor of heart failure (HF), but little is known about its relationship with gut dysbiosis and microbial-related metabolites. By leveraging the multi-omics data from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL), a study with population at high burden of LVDD, we aimed to characterize gut microbiota associated with LVDD and identify metabolite signatures of gut dysbiosis and incident LVDD.</p><p><strong>Results: </strong>We included up to 1996 Hispanic/Latino adults (mean age: 59.4 years; 67.1% female) with comprehensive echocardiography assessments, gut microbiome, and blood metabolome data. LVDD was defined through a composite criterion involving tissue Doppler assessment and left atrial volume index measurements. Among 1996 participants, 916 (45.9%) had prevalent LVDD, and 212 out of 594 participants without LVDD at baseline developed incident LVDD over a median 4.3 years of follow-up. Using multivariable-adjusted analysis of compositions of microbiomes (ANCOM-II) method, we identified 7 out of 512 dominant gut bacterial species (prevalence > 20%) associated with prevalent LVDD (FDR-q < 0.1), with inverse associations being found for Intestinimonas_massiliensis, Clostridium_phoceensis, and Bacteroide_coprocola and positive associations for Gardnerella_vaginali, Acidaminococcus_fermentans, Pseudomonas_aeruginosa, and Necropsobacter_massiliensis. Using multivariable adjusted linear regression, 220 out of 669 circulating metabolites with detection rate > 75% were associated with the identified LVDD-related bacterial species (FDR-q < 0.1), with the majority being linked to Intestinimonas_massiliensis, Clostridium_phoceensis, and Acidaminococcus_fermentans. Furthermore, 46 of these bacteria-associated metabolites, mostly glycerophospholipids, secondary bile acids, and amino acids, were associated with prevalent LVDD (FDR-q < 0.1), 21 of which were associated with incident LVDD (relative risk ranging from 0.81 [p = 0.001, for guanidinoacetate] to 1.25 [p = 9 × 10<sup>-5</sup>, for 1-stearoyl-2-arachidonoyl-GPE (18:0/20:4)]). The inclusion of these 21 bacterial-related metabolites significantly improved the prediction of incident LVDD compared with a traditional risk factor model (the area under the receiver operating characteristic curve [AUC] = 0.73 vs 0.70, p = 0.001). Metabolite-based proxy association analyses revealed the inverse associations of Intestinimonas_massilliensis and Clostridium_phoceensis and the positive association of Acidaminococcus_fermentans with incident LVDD.</p><p><strong>Conclusion: </strong>In this study of US Hispanics/Latinos, we identified multiple gut bacteria and related metabolites linked to LVDD, suggesting their potential roles in this preclinical HF entity. Video Abstract.</p>","PeriodicalId":18447,"journal":{"name":"Microbiome","volume":null,"pages":null},"PeriodicalIF":13.8000,"publicationDate":"2024-05-10","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11084054/pdf/","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Microbiome","FirstCategoryId":"99","ListUrlMain":"https://doi.org/10.1186/s40168-024-01797-x","RegionNum":1,"RegionCategory":"生物学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"MICROBIOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Background: Left ventricular diastolic dysfunction (LVDD) is an important precursor of heart failure (HF), but little is known about its relationship with gut dysbiosis and microbial-related metabolites. By leveraging the multi-omics data from the Hispanic Community Health Study/Study of Latinos (HCHS/SOL), a study with population at high burden of LVDD, we aimed to characterize gut microbiota associated with LVDD and identify metabolite signatures of gut dysbiosis and incident LVDD.

Results: We included up to 1996 Hispanic/Latino adults (mean age: 59.4 years; 67.1% female) with comprehensive echocardiography assessments, gut microbiome, and blood metabolome data. LVDD was defined through a composite criterion involving tissue Doppler assessment and left atrial volume index measurements. Among 1996 participants, 916 (45.9%) had prevalent LVDD, and 212 out of 594 participants without LVDD at baseline developed incident LVDD over a median 4.3 years of follow-up. Using multivariable-adjusted analysis of compositions of microbiomes (ANCOM-II) method, we identified 7 out of 512 dominant gut bacterial species (prevalence > 20%) associated with prevalent LVDD (FDR-q < 0.1), with inverse associations being found for Intestinimonas_massiliensis, Clostridium_phoceensis, and Bacteroide_coprocola and positive associations for Gardnerella_vaginali, Acidaminococcus_fermentans, Pseudomonas_aeruginosa, and Necropsobacter_massiliensis. Using multivariable adjusted linear regression, 220 out of 669 circulating metabolites with detection rate > 75% were associated with the identified LVDD-related bacterial species (FDR-q < 0.1), with the majority being linked to Intestinimonas_massiliensis, Clostridium_phoceensis, and Acidaminococcus_fermentans. Furthermore, 46 of these bacteria-associated metabolites, mostly glycerophospholipids, secondary bile acids, and amino acids, were associated with prevalent LVDD (FDR-q < 0.1), 21 of which were associated with incident LVDD (relative risk ranging from 0.81 [p = 0.001, for guanidinoacetate] to 1.25 [p = 9 × 10-5, for 1-stearoyl-2-arachidonoyl-GPE (18:0/20:4)]). The inclusion of these 21 bacterial-related metabolites significantly improved the prediction of incident LVDD compared with a traditional risk factor model (the area under the receiver operating characteristic curve [AUC] = 0.73 vs 0.70, p = 0.001). Metabolite-based proxy association analyses revealed the inverse associations of Intestinimonas_massilliensis and Clostridium_phoceensis and the positive association of Acidaminococcus_fermentans with incident LVDD.

Conclusion: In this study of US Hispanics/Latinos, we identified multiple gut bacteria and related metabolites linked to LVDD, suggesting their potential roles in this preclinical HF entity. Video Abstract.

查看原文
分享 分享
微信好友 朋友圈 QQ好友 复制链接
本刊更多论文
美国西班牙裔/拉美裔人的肠道微生物群、血液代谢物和左心室舒张功能障碍。
背景:左心室舒张功能障碍(LVDD)是心力衰竭(HF)的重要前兆,但人们对其与肠道菌群失调和微生物相关代谢物的关系知之甚少。西班牙裔社区健康研究/拉美裔研究(HCHS/SOL)是一项LVDD高负担人群的研究,通过利用该研究的多组学数据,我们旨在描述与LVDD相关的肠道微生物群的特征,并确定肠道菌群失调和LVDD事件的代谢物特征:我们纳入了多达 1996 名西班牙裔/拉美裔成年人(平均年龄:59.4 岁;67.1% 为女性),他们都接受了全面的超声心动图评估、肠道微生物组和血液代谢组数据。LVDD是通过组织多普勒评估和左心房容积指数测量的综合标准来定义的。在1996名参与者中,有916人(45.9%)患有流行性左心室缺血,在基线时没有左心室缺血的594名参与者中,有212人在中位4.3年的随访期间患上了偶发性左心室缺血。利用微生物组组成的多变量调整分析(ANCOM-II)方法,我们发现了512种优势肠道细菌中的7种(流行率> 20%)与流行性心血管疾病相关(FDR-q < 0.1),其中肠杆菌(Intestinimonas_massiliensis)、梭状芽孢杆菌(Clostridium_phoceensis)和梭状芽孢杆菌(Bacteroide_coprocola)呈反向关系,而阴道加德纳菌(Gardnerella_vaginali)、酸性球菌(Acidaminococcus_fermentans)、绿脓杆菌(Pseudomonas_aeruginosa)和坏死杆菌(Necropsobacter_massiliensis)呈正向关系。通过多变量调整线性回归,在检出率大于 75% 的 669 个循环代谢物中,有 220 个与已确定的 LVDD 相关细菌种类有关(FDR-q < 0.1),其中大多数与马西里肠杆菌、梭状芽孢杆菌和醋氨球菌有关。此外,这些细菌相关代谢物中有46种(主要是甘油磷脂、次级胆汁酸和氨基酸)与LVDD的发病率相关(FDR-q < 0.1),其中21种与LVDD的发病率相关(相对风险从0.81[p = 0.001,鸟苷酸]到1.25[p = 9 × 10-5,1-硬脂酰-2-丙烯酰-GPE (18:0/20:4)])。与传统的风险因素模型相比,纳入这 21 种细菌相关代谢物可显著提高对 LVDD 事件的预测能力(接收器工作特征曲线下面积 [AUC] = 0.73 vs 0.70,p = 0.001)。基于代谢物的代理关联分析表明,肠球菌(Intestinimonas_massilliensis)和梭状芽孢杆菌(Clostridium_phoceensis)与心血管疾病的发生呈反向关联,而酸性球菌(Acidaminococcus_fermentans)与心血管疾病的发生呈正向关联:在这项针对美国西班牙裔/拉美裔的研究中,我们发现了与 LVDD 相关的多种肠道细菌和相关代谢物,表明它们在这种临床前高血压实体中的潜在作用。视频摘要
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 去求助
来源期刊
Microbiome
Microbiome MICROBIOLOGY-
CiteScore
21.90
自引率
2.60%
发文量
198
审稿时长
4 weeks
期刊介绍: Microbiome is a journal that focuses on studies of microbiomes in humans, animals, plants, and the environment. It covers both natural and manipulated microbiomes, such as those in agriculture. The journal is interested in research that uses meta-omics approaches or novel bioinformatics tools and emphasizes the community/host interaction and structure-function relationship within the microbiome. Studies that go beyond descriptive omics surveys and include experimental or theoretical approaches will be considered for publication. The journal also encourages research that establishes cause and effect relationships and supports proposed microbiome functions. However, studies of individual microbial isolates/species without exploring their impact on the host or the complex microbiome structures and functions will not be considered for publication. Microbiome is indexed in BIOSIS, Current Contents, DOAJ, Embase, MEDLINE, PubMed, PubMed Central, and Science Citations Index Expanded.
期刊最新文献
Microbial colonisation rewires the composition and content of poplar root exudates, root and shoot metabolomes Succession of rumen microbiota and metabolites across different reproductive periods in different sheep breeds and their impact on the growth and development of offspring lambs Predicting how varying moisture conditions impact the microbiome of dust collected from the International Space Station Microbial mechanisms for higher hydrogen production in anaerobic digestion at constant temperature versus gradient heating Enrichment of novel entomopathogenic Pseudomonas species enhances willow resistance to leaf beetles
×
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
现在去查看 取消
×
提示
确定
0
微信
客服QQ
Book学术公众号 扫码关注我们
反馈
×
意见反馈
请填写您的意见或建议
请填写您的手机或邮箱
已复制链接
已复制链接
快去分享给好友吧!
我知道了
×
扫码分享
扫码分享
Book学术官方微信
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术
文献互助 智能选刊 最新文献 互助须知 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 Book学术 All rights reserved.
ghs 京公网安备 11010802042870号 京ICP备2023020795号-1