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Mendelian randomization investigation identified the causal relationship between body fat indexes and the risk of bladder cancer
BACKGROUND: Observational studies have suggested that obesity is associated with the risk of bladder cancer (BCa). However, their causal relationship remains unclear. This study aimed to prove the causal relationship between obesity and the risk of BCa by using Mendelian randomization. METHODS: Sing...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
PeerJ Inc.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9869775/ https://www.ncbi.nlm.nih.gov/pubmed/36700002 http://dx.doi.org/10.7717/peerj.14739 |
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author | Wan, Bangbei Ma, Ning Lu, Weiying |
author_facet | Wan, Bangbei Ma, Ning Lu, Weiying |
author_sort | Wan, Bangbei |
collection | PubMed |
description | BACKGROUND: Observational studies have suggested that obesity is associated with the risk of bladder cancer (BCa). However, their causal relationship remains unclear. This study aimed to prove the causal relationship between obesity and the risk of BCa by using Mendelian randomization. METHODS: Single-nucleotide polymorphisms (SNPs) correlated with body fat indexes were screened from several genome-wide association studies (GWAS) with more than 300,000 individuals. Summary-level genetic data of BCa-related GWAS were obtained from a European cohort with a sample size of 218,792. An inverse-variance-weighted (IVW) method was used as the major MR analysis. The MR-Egger regression, IVW regression, leave-one-out test, and MR-Pleiotropy Residual Sum and Outlier methods were used to test the reliability and stability of MR results. RESULTS: Genetically predicted per 1-SD increase in body fat indexes (whole body fat mass, and the right leg, left leg, right arm, left arm, and trunk fat mass) were associated with increased BCa risk with values of 51.8%, 77.9%, 75.1%, 67.2%, 59.7%, and 36.6%, respectively. Sensitivity analyses suggested that the genetically determined risk effect of obesity on BCa was stable and reliable. CONCLUSIONS: Our study provided powerful evidence to support the causal hypothesis that the genetically predicted high body fat mass was associated with a risk increase for BCa. The finding is a new idea for drawing up prevention strategies for BCa. |
format | Online Article Text |
id | pubmed-9869775 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | PeerJ Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-98697752023-01-24 Mendelian randomization investigation identified the causal relationship between body fat indexes and the risk of bladder cancer Wan, Bangbei Ma, Ning Lu, Weiying PeerJ Bioinformatics BACKGROUND: Observational studies have suggested that obesity is associated with the risk of bladder cancer (BCa). However, their causal relationship remains unclear. This study aimed to prove the causal relationship between obesity and the risk of BCa by using Mendelian randomization. METHODS: Single-nucleotide polymorphisms (SNPs) correlated with body fat indexes were screened from several genome-wide association studies (GWAS) with more than 300,000 individuals. Summary-level genetic data of BCa-related GWAS were obtained from a European cohort with a sample size of 218,792. An inverse-variance-weighted (IVW) method was used as the major MR analysis. The MR-Egger regression, IVW regression, leave-one-out test, and MR-Pleiotropy Residual Sum and Outlier methods were used to test the reliability and stability of MR results. RESULTS: Genetically predicted per 1-SD increase in body fat indexes (whole body fat mass, and the right leg, left leg, right arm, left arm, and trunk fat mass) were associated with increased BCa risk with values of 51.8%, 77.9%, 75.1%, 67.2%, 59.7%, and 36.6%, respectively. Sensitivity analyses suggested that the genetically determined risk effect of obesity on BCa was stable and reliable. CONCLUSIONS: Our study provided powerful evidence to support the causal hypothesis that the genetically predicted high body fat mass was associated with a risk increase for BCa. The finding is a new idea for drawing up prevention strategies for BCa. PeerJ Inc. 2023-01-20 /pmc/articles/PMC9869775/ /pubmed/36700002 http://dx.doi.org/10.7717/peerj.14739 Text en ©2023 Wan et al. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. |
spellingShingle | Bioinformatics Wan, Bangbei Ma, Ning Lu, Weiying Mendelian randomization investigation identified the causal relationship between body fat indexes and the risk of bladder cancer |
title | Mendelian randomization investigation identified the causal relationship between body fat indexes and the risk of bladder cancer |
title_full | Mendelian randomization investigation identified the causal relationship between body fat indexes and the risk of bladder cancer |
title_fullStr | Mendelian randomization investigation identified the causal relationship between body fat indexes and the risk of bladder cancer |
title_full_unstemmed | Mendelian randomization investigation identified the causal relationship between body fat indexes and the risk of bladder cancer |
title_short | Mendelian randomization investigation identified the causal relationship between body fat indexes and the risk of bladder cancer |
title_sort | mendelian randomization investigation identified the causal relationship between body fat indexes and the risk of bladder cancer |
topic | Bioinformatics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9869775/ https://www.ncbi.nlm.nih.gov/pubmed/36700002 http://dx.doi.org/10.7717/peerj.14739 |
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