Gut microbiota, blood metabolites, & pan-cancer: a bidirectional Mendelian randomization & mediation analysis.

IF 3.5 3区 生物学 Q2 BIOTECHNOLOGY & APPLIED MICROBIOLOGY
Biqing Luan, Yang Yang, Qizhi Yang, Zhiqiang Li, Zhihui Xu, Yaqin Chen, Meiting Wang, Wenlin Chen, Fei Ge
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引用次数: 0

Abstract

We propose using Mendelian randomization analysis on GWAS data and MetaboAnalyst to model gut microbiota, metabolic pathways, blood metabolites, and cancer risk. We examined 473 gut microbiota, 205 pathways, 1400 metabolites, and 8 cancers. Results were validated through bidirectional two-sample Mendelian Randomization (MR), heterogeneity tests, and pathway enrichment, leading to a mediation pathway model. We identified 129 gut microbiota, 57 pathways, and 463 metabolites linked to cancer, and 34 significant plasma pathways. 15 microbiota, 8 pathways, and 58 metabolites implicated in multiple cancers. Eight plasma metabolic pathways are involved in the development of multiple types of cancer. Through Multivariate Mendelian Randomization (MVMR) and mediation analysis, we found 9 mediation pathways, offering novel targets and research directions for cancer pathogenesis and treatment.

肠道菌群、血液代谢物和泛癌症:双向孟德尔随机化和中介分析。
我们建议使用孟德尔随机化分析GWAS数据和MetaboAnalyst来模拟肠道微生物群、代谢途径、血液代谢物和癌症风险。我们检查了473个肠道菌群,205个途径,1400个代谢物和8种癌症。通过双向双样本孟德尔随机化(MR)、异质性检验和途径富集验证了结果,建立了一个中介途径模型。我们确定了129种肠道菌群、57种途径和463种与癌症相关的代谢物,以及34种重要的血浆途径。15种微生物群,8种途径和58种代谢物与多种癌症有关。八种血浆代谢途径参与多种类型癌症的发展。通过多元孟德尔随机化(Multivariate Mendelian Randomization, MVMR)和中介分析,我们发现了9条中介通路,为癌症的发病和治疗提供了新的靶点和研究方向。
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来源期刊
AMB Express
AMB Express BIOTECHNOLOGY & APPLIED MICROBIOLOGY-
CiteScore
7.20
自引率
2.70%
发文量
141
审稿时长
13 weeks
期刊介绍: AMB Express is a high quality journal that brings together research in the area of Applied and Industrial Microbiology with a particular interest in ''White Biotechnology'' and ''Red Biotechnology''. The emphasis is on processes employing microorganisms, eukaryotic cell cultures or enzymes for the biosynthesis, transformation and degradation of compounds. This includes fine and bulk chemicals, polymeric compounds and enzymes or other proteins. Downstream processes are also considered. Integrated processes combining biochemical and chemical processes are also published.
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