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探索肠道微生物群与老年综合征之间的因果关系:一项两样本孟德尔随机化分析。

Exploring Causal Links Between Gut Microbiota and Geriatric Syndromes: A Two-Sample Mendelian Randomization Analysis.

作者信息

Yao Qiuru, Chen Ling, Cai Yuxin, Li Changxi, Wen Shuyang, Yang Chun, Zhang Qi, Zeng Yuting, Zheng Shuqi, Zou Jihua, Huang Guozhi, Zeng Qing

机构信息

Department of Rehabilitation Medicine, Zhujiang Hospital, Southern Medical University, Guangzhou, China.

School of Nursing, Southern Medical University, Guangzhou, China.

出版信息

Int J Med Sci. 2024 Jul 22;21(10):1945-1963. doi: 10.7150/ijms.94335. eCollection 2024.

Abstract

Both observational studies and clinical trials have demonstrated a link between the gut microbiota and the geriatric syndrome. Nevertheless, the exact nature of this relationship, particularly concerning causality, remains elusive. Mendelian randomization (MR) is a method of inference based on genetic variation to assess the causal relationship between an exposure and an outcome. In this study, we conducted a two-sample Mendelian randomization (TSMR) study to fully reveal the potential genetic causal effects of gut microbiota on geriatric syndromes. This study used data from genome wide association studies (GWAS) to investigate causal relationships between the gut microbiota and geriatric syndromes, including frailty, Parkinson's disease (PD), delirium, insomnia, and depression. The primary causal relationships were evaluated using the inverse-variance weighted method, MR Egger, simple mode, weighted mode and weighted median. To assess the robustness of the results, horizontal pleiotropy was examined through MR-Egger intercept and MR-presso methods. Heterogeneity was assessed using Cochran's Q test, and sensitivity was evaluated via the leave-one-out method. We identified 41 probable causal relationships between gut microbiota and five geriatric syndrome-associated illnesses using the inverse-variance weighted method. Frailty showed five positive and two negative causal relationships, while PD revealed three positive and four negative causal connections. Delirium showed three positive and two negative causal relationships. Similarly, insomnia demonstrated nine positive and two negative causal connections, while depression presented nine positive and two negative causal relationships. Using the TSMR method and data from the public GWAS database and, we observed associations between specific microbiota groups and geriatric syndromes. These findings suggest a potential role of gut microbiota in the development of geriatric syndromes, providing valuable insights for further research into the causal relationship between gut microbiota and these syndromes.

摘要

观察性研究和临床试验均已证明肠道微生物群与老年综合征之间存在联系。然而,这种关系的确切性质,尤其是因果关系,仍然难以捉摸。孟德尔随机化(MR)是一种基于基因变异的推理方法,用于评估暴露与结局之间的因果关系。在本研究中,我们进行了一项两样本孟德尔随机化(TSMR)研究,以全面揭示肠道微生物群对老年综合征的潜在遗传因果效应。 本研究使用全基因组关联研究(GWAS)的数据来研究肠道微生物群与老年综合征之间的因果关系,包括衰弱、帕金森病(PD)、谵妄、失眠和抑郁症。主要因果关系采用逆方差加权法、MR-Egger法、简单模式、加权模式和加权中位数进行评估。为了评估结果的稳健性,通过MR-Egger截距和MR-presso方法检查水平多效性。使用 Cochr an's Q检验评估异质性,并通过留一法评估敏感性。 我们使用逆方差加权法确定了肠道微生物群与五种老年综合征相关疾病之间的41种可能因果关系。衰弱显示出五种正因果关系和两种负因果关系,而PD显示出三种正因果关系和四种负因果关系。谵妄显示出三种正因果关系和两种负因果关系。同样,失眠显示出九种正因果关系和两种负因果关系,而抑郁症呈现出九种正因果关系和两种负因果关系。 使用TSMR方法以及来自公共GWAS数据库的数据,我们观察到特定微生物群与老年综合征之间的关联。这些发现表明肠道微生物群在老年综合征的发生发展中具有潜在作用,为进一步研究肠道微生物群与这些综合征之间的因果关系提供了有价值的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3e76/11302557/70cb5feab698/ijmsv21p1945g001.jpg

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