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

被引:0
|
作者
Biqing Luan [1 ]
Yang Yang [2 ]
Qizhi Yang [1 ]
Zhiqiang Li [1 ]
Zhihui Xu [1 ]
Yaqin Chen [1 ]
Meiting Wang [1 ]
Wenlin Chen [2 ]
Fei Ge [1 ]
机构
[1] First Affiliated Hospital of Kunming Medical University,Department of Breast Surgery
[2] The Third Affiliated Hospital of Kunming Medical University,Yunnan Key Laboratory of Breast Cancer Precision Medicine, Department of breast surgery
[3] Peking University Cancer Hospital Yunnan,undefined
[4] Yunnan Cancer Hospital,undefined
关键词
Gut microbiota; Pan-cancer; Blood metabolites; Mendelian randomization; Mediation analysis; Metabolic pathway enrichment analysis;
D O I
10.1186/s13568-025-01866-w
中图分类号
学科分类号
摘要
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.
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