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双向孟德尔随机化研究及对肠道微生物群与恶性间皮瘤因果关系的潜在机制见解

Bidirectional Mendelian randomization and potential mechanistic insights into the causal relationship between gut microbiota and malignant mesothelioma.

作者信息

Zhou Yinjie, Zhu Huangkai, Zhao Long, Zhao Guofang, Sun Jiaen

机构信息

Department of Thoracic Surgery, Ningbo No. 2 Hospital, Ningbo, Zhejiang, China.

Department of Cardiovascular Surgery, Ningbo No. 2 Hospital, Ningbo, Zhejiang, China.

出版信息

Medicine (Baltimore). 2025 Apr 25;104(17):e42245. doi: 10.1097/MD.0000000000042245.

Abstract

Malignant mesothelioma (MM) is a rare but aggressive cancer originating from mesothelial cells, which presents significant challenges to patients' physical and psychological well-being. The gut-lung axis underscores the connection between gut microbiota and respiratory diseases, with emerging evidence suggesting a strong association between gut microbiota and the development of MM. In this study, we conducted a two-sample Mendelian randomization (MR) analysis to investigate the potential causal relationship between gut microbiota and MM, while also exploring the underlying mechanisms through bioinformatics approaches. Gut microbiota summary data were obtained from the MiBioGen consortium, while MM data were sourced from the FinnGen R11 dataset. Causality was examined using the inverse variance weighted method as the primary analysis. Additional methods, including the weighted median, simple mode, MR-Egger, and weighted mode, were also employed. The robustness of the findings was validated through sensitivity analyses, and reverse causality was considered to further strengthen the MR results. Moreover, bioinformatics analyses were conducted on genetic loci associated with both gut microbiota and MM to explore potential underlying mechanisms. Our study suggests that genetically predicted increases in class.Bacilli, family.Rikenellaceae, genus.Clostridium innocuum group, and order.Lactobacillales were suggestively associated with a higher risk of MM, whereas increases in genus.Ruminococcaceae UCG004, genus.Flavonifractor, phylum.Firmicutes, genus.Anaerofilum, genus.Clostridium sensu stricto 1, and genus.Lactobacillus appeared to confer protective effects. Bioinformatics analysis indicated that differentially expressed genes near loci associated with gut microbiota might affect MM by modulating pathways and the tumor microenvironment. The results of this study point to a potential genetic predisposition linking gut microbiota to MM. Further experimental validation is crucial to confirm these candidate microbes, establish causality, and elucidate the underlying mechanisms.

摘要

恶性间皮瘤(MM)是一种罕见但侵袭性强的癌症,起源于间皮细胞,给患者的身心健康带来了重大挑战。肠-肺轴强调了肠道微生物群与呼吸道疾病之间的联系,越来越多的证据表明肠道微生物群与MM的发生发展密切相关。在本研究中,我们进行了两样本孟德尔随机化(MR)分析,以研究肠道微生物群与MM之间的潜在因果关系,同时通过生物信息学方法探索其潜在机制。肠道微生物群汇总数据来自MiBioGen联盟,而MM数据则来自FinnGen R11数据集。采用逆方差加权法作为主要分析方法来检验因果关系。还采用了其他方法,包括加权中位数、简单模式、MR-Egger和加权模式。通过敏感性分析验证了研究结果的稳健性,并考虑了反向因果关系以进一步加强MR结果。此外,对与肠道微生物群和MM相关的基因座进行了生物信息学分析,以探索潜在的潜在机制。我们的研究表明,基因预测的芽孢杆菌纲、理研菌科、无害梭菌属群和乳杆菌目增加与MM风险较高相关,而瘤胃球菌科UCG004属、黄酮分解菌属、厚壁菌门、厌氧丝菌属、狭义梭菌属1和乳杆菌属的增加似乎具有保护作用。生物信息学分析表明,与肠道微生物群相关的基因座附近的差异表达基因可能通过调节信号通路和肿瘤微环境来影响MM。本研究结果表明肠道微生物群与MM之间存在潜在的遗传易感性联系。进一步的实验验证对于确认这些候选微生物、建立因果关系以及阐明潜在机制至关重要。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/fe20/12040020/f3e0549f3292/medi-104-e42245-g001.jpg

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