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

IF 4.3 3区 材料科学 Q1 ENGINEERING, ELECTRICAL & ELECTRONIC ACS Applied Electronic Materials Pub Date : 2024-07-22 eCollection Date: 2024-01-01 DOI:10.7150/ijms.94335
Qiuru Yao, Ling Chen, Yuxin Cai, Changxi Li, Shuyang Wen, Chun Yang, Qi Zhang, Yuting Zeng, Shuqi Zheng, Jihua Zou, Guozhi Huang, Qing Zeng
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Abstract

Background: 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. Methods: 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. Results: 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. Conclusions: 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.

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探索肠道微生物群与老年综合症之间的因果关系:双样本孟德尔随机分析。
背景:观察研究和临床试验都表明,肠道微生物群与老年综合症之间存在联系。然而,这种关系的确切性质,尤其是因果关系,仍然难以捉摸。孟德尔随机法(Mendelian randomization,MR)是一种基于遗传变异的推断方法,用于评估暴露与结果之间的因果关系。在本研究中,我们进行了一项双样本孟德尔随机化(TSMR)研究,以充分揭示肠道微生物群对老年综合征的潜在遗传因果效应。研究方法本研究利用基因组广泛关联研究(GWAS)的数据来调查肠道微生物群与老年综合症(包括虚弱、帕金森病(PD)、谵妄、失眠和抑郁)之间的因果关系。主要因果关系的评估采用了逆方差加权法、MR Egger、简单模式、加权模式和加权中位数。为了评估结果的稳健性,通过 MR-Egger 截距法和 MR-presso 法对水平多向性进行了研究。异质性采用 Cochran's Q 检验进行评估,敏感性则采用留一法进行评估。结果采用逆方差加权法,我们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 种可能的因果关系。虚弱显示了五种正向因果关系和两种负向因果关系,而帕金森病显示了三种正向因果关系和四种负向因果关系。谵妄显示出三种正向因果关系和两种负向因果关系。同样,失眠症显示出九种正向因果关系和两种负向因果关系,而抑郁症则显示出九种正向因果关系和两种负向因果关系。结论利用 TSMR 方法和来自公共 GWAS 数据库的数据,我们观察到了特定微生物群组与老年综合症之间的关联。这些研究结果表明,肠道微生物群在老年综合症的发展过程中可能扮演着重要角色,为进一步研究肠道微生物群与这些综合症之间的因果关系提供了宝贵的见解。
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4.30%
发文量
567
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