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孟德尔随机化分析支持肠道微生物群与儿童肥胖之间的因果关系。

Mendelian randomization analyses support causal relationship between gut microbiota and childhood obesity.

作者信息

Li Qi, Gao Jiawei, Luo Jiashun, Lin Dihui, Wu Xinrui

机构信息

School of Medicine, Jishou University, Jishou, China.

Department for Infectious Disease Control and Prevention, Xiangxi Center for Disease Control and Prevention, Jishou, China.

出版信息

Front Pediatr. 2023 Aug 1;11:1229236. doi: 10.3389/fped.2023.1229236. eCollection 2023.

Abstract

BACKGROUND

Childhood obesity (CO) is an increasing public health issue. Mounting evidence has shown that gut microbiota (GM) is closely related to CO. However, the causal association needs to be treated with caution due to confounding factors and reverse causation.

METHODS

Data were obtained from the Microbiome Genome Consortium for GM as well as the Early Growth Genetics Consortium for childhood obesity and childhood body mass index (CBMI). Inverse variance weighted, maximum likelihood, weighted median, and MR.RAPS methods were applied to examine the causal association. Then replication dataset was used to validate the results and reverse Mendelian randomization analysis was performed to confirm the causal direction. Additionally, sensitivity analyses including Cochran's statistics, MR-Egger intercept, MR-PRESSO global test, and the leave-one-out analysis were conducted to detect the potential heterogeneity and horizontal pleiotropy.

RESULTS

Our study found suggestive causal relationships between eight bacterial genera and the risk of childhood obesity (five for CO and four for CBMI). After validating the results in the replication dataset, we finally identified three childhood obesity-related GM including the genera , , and . Amongst these, the genus was both negatively associated with the risk of CO (OR = 0.574; 95% CI: 0.417, 0.789) and CBMI ( = -0.172; 95% CI: -0.306, -0.039).

CONCLUSIONS

In this study, we employed the MR approach to investigate the causal relationship between GM and CO, and discovered that the genus has a protective effect on both childhood obesity and BMI. Our findings may provide a potential strategy for preventing and intervening in CO, while also offering novel insights into the pathogenesis of CO from the perspective of GM.

摘要

背景

儿童肥胖是一个日益严重的公共卫生问题。越来越多的证据表明,肠道微生物群与儿童肥胖密切相关。然而,由于混杂因素和反向因果关系,因果关联需要谨慎对待。

方法

数据来自微生物组基因组联盟的肠道微生物群数据以及早期生长遗传学联盟的儿童肥胖和儿童体重指数(CBMI)数据。采用逆方差加权、最大似然、加权中位数和MR.RAPS方法来检验因果关联。然后使用复制数据集验证结果,并进行反向孟德尔随机化分析以确认因果方向。此外,进行了敏感性分析,包括 Cochr an统计、MR-Egger截距、MR-PRESSO全局检验和留一法分析,以检测潜在的异质性和水平多效性。

结果

我们的研究发现八个细菌属与儿童肥胖风险之间存在提示性因果关系(五个与儿童肥胖相关,四个与儿童体重指数相关)。在复制数据集中验证结果后,我们最终确定了三个与儿童肥胖相关的肠道微生物群,包括属 、 和 。其中,属 与儿童肥胖风险呈负相关(OR = 0.574;95% CI:0.417,0.789),与儿童体重指数也呈负相关( = -0.172;95% CI:-0.306,-0.039)。

结论

在本研究中,我们采用孟德尔随机化方法研究肠道微生物群与儿童肥胖之间的因果关系,发现属 对儿童肥胖和体重指数均有保护作用。我们的研究结果可能为预防和干预儿童肥胖提供潜在策略,同时也从肠道微生物群的角度为儿童肥胖的发病机制提供了新的见解。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/5c31/10427879/ccb76a32039a/fped-11-1229236-g001.jpg

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