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ORIGINAL RESEARCH article
Front. Oncol.
Sec. Breast Cancer
Volume 14 - 2024 |
doi: 10.3389/fonc.2024.1449956
This article is part of the Research Topic Synthetic Biology and Metabolomics: Novel Insight in Oncology Research View all articles
Mediation Effects of Metabolites and Sex Hormones on the Relationship between Body Mass Index and Breast Cancer: Mendelian Randomization Analysis and Mediation Analysis
Provisionally accepted- 1 The people's Hospital of Qiandongnan Autonomous Prefecture, Kaili, Guizhou, China
- 2 Lanzhou University Medical College, Lanzhou, China
Background: Observational investigations have indicated a notable correlation between body mass index (BMI) and breast cancer (BC). Nevertheless, the precise biological pathways driving this correlation remain ambiguous. Consequently, we utilized Mendelian randomization (MR) techniques to explore the causative link between BMI and genetic predisposition to BC, as well as the potential intermediary influences.Methods: Utilizing extensive cohorts sourced from publicly accessible genome-wide association studies (GWAS) datasets of European populations, we conducted Mendelian randomization (MR) analysis. The primary method employed was the Inverse Variance Weighted (IVW) model. We evaluated both heterogeneity and horizontal pleiotropy. Our MR analysis unveiled several metabolites and sex hormones as mediators in the association between BMI and BC.The IVW model indicated significant negative causal correlations between BMI and BC, ER + BC, and ER -BC. Thirty-five metabolites, thirty-three metabolites and sex hormones, and fifteen metabolites respectively mediated the causal effects of BMI on BC, ER+BC, and ER -BC. Furthermore, our study found that BMI influences BC risk through different mediating factors; BMI increases ER+BC risk through the pathway of sex hormones (biologically available testosterone) and decreases the causal relationship of BC risk through multiple metabolite pathways.This study discovered that BMI increases ER + BC risk through the pathway of sex hormones (biologically available testosterone), and decreases BC risk through multiple metabolite pathways causally. These discoveries could offer insights into the development of preventive strategies and interventions for BC, while further investigations should delve into alternative feasible biological pathways.
Keywords: breast cancer, Body Mass Index, sex hormones, Metabolites, Mendelian randomization
Received: 16 Jun 2024; Accepted: 28 Oct 2024.
Copyright: © 2024 Yang, Chen and Yang. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) or licensor are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
* Correspondence:
Min Chen, Lanzhou University Medical College, Lanzhou, China
Wenwen Yang, Lanzhou University Medical College, Lanzhou, China
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