Exploring the Mediation Effect of Metabolite Levels on the Association Between Gut Microbiota and HCC: A two-step, two-sample bidirectional Mendelian Randomization

探索代谢物水平在肠道菌群与肝细胞癌关联中的中介作用:一项两步双样本双向孟德尔随机化研究

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Abstract

Background: Although the gut microbiota is one of the risk factors for liver cancer, it remains unclear whether the level of metabolites mediates this association. Methods: Utilizing summary data from genome-wide association studies (GWAS), we conducted a two-sample Mendelian Randomization (MR) analysis to explore the causal links between GM, metabolites, and HCC. A two-step MR analysis quantitatively assessed the effect of metabolite-mediated GM on HCC. Results: In our study, we demonstrated that Clostridium leptum was identified as a protective factor against HCC, with no evidence of reverse causality (Inverse-variance weighted [IVW], OR: 0.62 [95% CI, 0.42-0.91]; p = 0.016). Our study also found that the potential connection between the GM and HCC may be mediated by the level of metabolites. An increase of one standard deviation in C. leptum abundance led to a 38% decrease in HCC risk (OR: 0.62 [95% CI, 0.42-0.91]), with a 9% reduction in phosphoethanolamine (PE) levels (OR: 0.91 [95% CI: 0.84-0.99]). PE's mediation proportion was established as -6.725% (95% CI, 12.96% to -26.41%). Conclusion: Our results demonstrate that increasing specific GM abundance can lower HCC risk, mediated by PE levels. We offer new prevention and treatment targets for HCC by adjusting GM.

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