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Mendelian randomization analysis revealed a gut microbiota–mammary axis in breast cancer

BACKGROUND: Observational epidemiological studies suggested an association between the gut microbiota and breast cancer, but it remains unclear whether the gut microbiota causally influences the risk of breast cancer. We employed two-sample Mendelian randomization (MR) analysis to investigate this a...

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Autores principales: Zhang, Shuwan, Zhang, Wenchuan, Ren, Haiyue, Xue, Rui, Wang, Zitong, Wang, Zhe, Lv, Qingjie
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10482102/
https://www.ncbi.nlm.nih.gov/pubmed/37680534
http://dx.doi.org/10.3389/fmicb.2023.1193725
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author Zhang, Shuwan
Zhang, Wenchuan
Ren, Haiyue
Xue, Rui
Wang, Zitong
Wang, Zhe
Lv, Qingjie
author_facet Zhang, Shuwan
Zhang, Wenchuan
Ren, Haiyue
Xue, Rui
Wang, Zitong
Wang, Zhe
Lv, Qingjie
author_sort Zhang, Shuwan
collection PubMed
description BACKGROUND: Observational epidemiological studies suggested an association between the gut microbiota and breast cancer, but it remains unclear whether the gut microbiota causally influences the risk of breast cancer. We employed two-sample Mendelian randomization (MR) analysis to investigate this association. METHODS: We used summary statistics of the gut microbiome from a genome-wide association study (GWAS) of 18,340 individuals in the MiBioGen study. GWAS summary statistics for overall breast cancer risk and hormone receptor subtype-specific analyses were obtained from the UK Biobank and FinnGen databases, totaling 400,000 individuals. The inverse variance-weighted (IVW) MR method was used to examine the causal relationship between the gut microbiome and breast cancer and its subtypes. Sensitivity analyses were conducted using maximum likelihood, MR-Egger, and MR pleiotropic residual sums and outliers methods. RESULTS: The IVW estimates indicated that an increased abundance of Genus_Sellimonas is causally associated with an increased risk of ER+ breast cancer [odds ratio (OR) = 1.09, p = 1.72E−04, false discovery rate (FDR) = 0.02], whereas an increased abundance of Genus_Adlercreutzia was protective against ER+ breast cancer (OR = 0.88, p = 6.62E−04, FDR = 0.04). For Her2+ breast cancer, an increased abundance of Genus_Ruminococcus2 was associated with a decreased risk (OR = 0.77, p = 4.91E−04, FDR = 0.04), whereas an increased abundance of Genus_Erysipelatoclostridium was associated with an increased risk (OR = 1.25, p = 6.58E−04, FDR = 0.04). No evidence of heterogeneity or horizontal pleiotropy was found. CONCLUSION: Our study revealed a gut microbiota–mammary axis, providing important data supporting the potential use of the gut microbiome as a candidate target for breast cancer prevention, diagnosis, and treatment.
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spelling pubmed-104821022023-09-07 Mendelian randomization analysis revealed a gut microbiota–mammary axis in breast cancer Zhang, Shuwan Zhang, Wenchuan Ren, Haiyue Xue, Rui Wang, Zitong Wang, Zhe Lv, Qingjie Front Microbiol Microbiology BACKGROUND: Observational epidemiological studies suggested an association between the gut microbiota and breast cancer, but it remains unclear whether the gut microbiota causally influences the risk of breast cancer. We employed two-sample Mendelian randomization (MR) analysis to investigate this association. METHODS: We used summary statistics of the gut microbiome from a genome-wide association study (GWAS) of 18,340 individuals in the MiBioGen study. GWAS summary statistics for overall breast cancer risk and hormone receptor subtype-specific analyses were obtained from the UK Biobank and FinnGen databases, totaling 400,000 individuals. The inverse variance-weighted (IVW) MR method was used to examine the causal relationship between the gut microbiome and breast cancer and its subtypes. Sensitivity analyses were conducted using maximum likelihood, MR-Egger, and MR pleiotropic residual sums and outliers methods. RESULTS: The IVW estimates indicated that an increased abundance of Genus_Sellimonas is causally associated with an increased risk of ER+ breast cancer [odds ratio (OR) = 1.09, p = 1.72E−04, false discovery rate (FDR) = 0.02], whereas an increased abundance of Genus_Adlercreutzia was protective against ER+ breast cancer (OR = 0.88, p = 6.62E−04, FDR = 0.04). For Her2+ breast cancer, an increased abundance of Genus_Ruminococcus2 was associated with a decreased risk (OR = 0.77, p = 4.91E−04, FDR = 0.04), whereas an increased abundance of Genus_Erysipelatoclostridium was associated with an increased risk (OR = 1.25, p = 6.58E−04, FDR = 0.04). No evidence of heterogeneity or horizontal pleiotropy was found. CONCLUSION: Our study revealed a gut microbiota–mammary axis, providing important data supporting the potential use of the gut microbiome as a candidate target for breast cancer prevention, diagnosis, and treatment. Frontiers Media S.A. 2023-08-23 /pmc/articles/PMC10482102/ /pubmed/37680534 http://dx.doi.org/10.3389/fmicb.2023.1193725 Text en Copyright © 2023 Zhang, Zhang, Ren, Xue, Wang, Wang and Lv. https://creativecommons.org/licenses/by/4.0/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) and the copyright owner(s) 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.
spellingShingle Microbiology
Zhang, Shuwan
Zhang, Wenchuan
Ren, Haiyue
Xue, Rui
Wang, Zitong
Wang, Zhe
Lv, Qingjie
Mendelian randomization analysis revealed a gut microbiota–mammary axis in breast cancer
title Mendelian randomization analysis revealed a gut microbiota–mammary axis in breast cancer
title_full Mendelian randomization analysis revealed a gut microbiota–mammary axis in breast cancer
title_fullStr Mendelian randomization analysis revealed a gut microbiota–mammary axis in breast cancer
title_full_unstemmed Mendelian randomization analysis revealed a gut microbiota–mammary axis in breast cancer
title_short Mendelian randomization analysis revealed a gut microbiota–mammary axis in breast cancer
title_sort mendelian randomization analysis revealed a gut microbiota–mammary axis in breast cancer
topic Microbiology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10482102/
https://www.ncbi.nlm.nih.gov/pubmed/37680534
http://dx.doi.org/10.3389/fmicb.2023.1193725
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