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肠道微生物群、1400种血浆代谢物与哮喘之间的因果关联:一项两样本孟德尔随机化研究。

Causal associations among gut microbiota, 1400 plasma metabolites, and asthma: a two-sample Mendelian randomization study.

作者信息

Wang Lizhu, Lv Zhe

机构信息

Guizhou University of Traditional Chinese Medicine, Guiyang, China.

Air Force Medical University Tangdu Hospital, Xi'an, China.

出版信息

Front Mol Biosci. 2024 Jul 22;11:1370919. doi: 10.3389/fmolb.2024.1370919. eCollection 2024.

Abstract

BACKGROUND

Emerging evidence indicates a correlation between imbalances in intestinal microbiota and changes in plasma metabolites in the progression of asthma. However, the causal link between these factors remains unclear.

METHODS

A two-sample Mendelian randomization (MR) study was employed to evaluate the potential causal connection between gut microbiota, plasma metabolites, and asthma susceptibility. Gut microbiota data from expansive genome-wide genotype studies and 16S fecal microbiome datasets were examined by the MiBioGen Alliance. Asthma data were procured from the FinnGen biobank analysis, while comprehensive Genome-Wide Association Studies (GWAS) summary statistics for plasma metabolites were derived from the NHGRI-EBI GWAS Catalog. Fluctuations in intestinal flora and plasma metabolites in asthma patients were evaluated using the weighted mode method. Additionally, pleiotropic and heterogeneity analyses were performed to ascertain the reliability of the findings.

RESULTS

Upon examining the gut microbiota through MR with the IVW method, alongside tests for heterogeneity and pleiotropy, findings reveal a negative association between the abundance of the Christensenellaceae R.7 group and asthma risk. In contrast, the Bifidobacterium and Prevotella 7 genera exhibit a positive association with asthma risk, indicating they may be potential risk factors ( < 0.05). Furthermore, MR analysis of 1,400 metabolites employing Weighted median, IVW, and Weighted mode methods resulted in -values below 0.05. Subsequent tests for pleiotropy and heterogeneity showed that the levels of 3,5-dichloro-2,6-dihydroxybenzoic acid have a negative correlation with asthma, whereas the phenylalanine to phosphate ratio has a positive correlation, suggesting their potential as risk factors for asthma ( < 0.05).

CONCLUSION

The current Mendelian randomization study provides evidence supporting a potential causal link between specific gut microbiota taxa, plasma metabolites, and asthma. These findings offer novel perspectives for future research and the development of treatment and prevention strategies for asthma.

摘要

背景

新出现的证据表明,在哮喘进展过程中,肠道微生物群失衡与血浆代谢物变化之间存在关联。然而,这些因素之间的因果关系仍不清楚。

方法

采用两样本孟德尔随机化(MR)研究来评估肠道微生物群、血浆代谢物与哮喘易感性之间的潜在因果联系。通过MiBioGen联盟检查了来自广泛的全基因组基因型研究和16S粪便微生物组数据集的肠道微生物群数据。哮喘数据取自FinnGen生物银行分析,而血浆代谢物的综合全基因组关联研究(GWAS)汇总统计数据则来自NHGRI-EBI GWAS目录。使用加权模式方法评估哮喘患者肠道菌群和血浆代谢物的波动。此外,进行了多效性和异质性分析以确定研究结果的可靠性。

结果

通过使用IVW方法的MR检查肠道微生物群,并进行异质性和多效性检验,结果显示克里斯滕森菌科R.7组的丰度与哮喘风险呈负相关。相比之下,双歧杆菌属和普雷沃菌属7与哮喘风险呈正相关,表明它们可能是潜在的风险因素(<0.05)。此外,采用加权中位数、IVW和加权模式方法对1400种代谢物进行MR分析,p值低于0.05。随后的多效性和异质性检验表明,3,5-二氯-2,6-二羟基苯甲酸水平与哮喘呈负相关,而苯丙氨酸与磷酸盐的比值呈正相关,表明它们可能是哮喘的风险因素(<0.05)。

结论

当前的孟德尔随机化研究提供了证据,支持特定肠道微生物分类群、血浆代谢物与哮喘之间存在潜在因果联系。这些发现为未来的研究以及哮喘治疗和预防策略的开发提供了新的视角。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/2722/11298384/1b4dd21add24/fmolb-11-1370919-g001.jpg

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