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The Frailty Index and colon cancer: a 2-sample Mendelian-randomization study

BACKGROUND: Frailty is closely related to cancer. Previous research has shown that cancer patients are prone to frailty, and frailty increases the risk of adverse outcomes in cancer patients. However, it is unclear whether frailty increases the risk of cancer. This 2-sample Mendelian-randomization (...

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Autores principales: Gao, Lingling, Di, Xiaoling, Gao, Lulu, Liu, Zhanhui, Hu, Fengping
Formato: Online Artículo Texto
Lenguaje:English
Publicado: AME Publishing Company 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186545/
https://www.ncbi.nlm.nih.gov/pubmed/37201057
http://dx.doi.org/10.21037/jgo-23-134
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author Gao, Lingling
Di, Xiaoling
Gao, Lulu
Liu, Zhanhui
Hu, Fengping
author_facet Gao, Lingling
Di, Xiaoling
Gao, Lulu
Liu, Zhanhui
Hu, Fengping
author_sort Gao, Lingling
collection PubMed
description BACKGROUND: Frailty is closely related to cancer. Previous research has shown that cancer patients are prone to frailty, and frailty increases the risk of adverse outcomes in cancer patients. However, it is unclear whether frailty increases the risk of cancer. This 2-sample Mendelian-randomization (MR) study sought to analyze the relationship between frailty and the risk of colon cancer. METHODS: The database was extracted from the Medical Research Council Integrative Epidemiology Unit (MRC-IEU) in 2021. The genome-wide association study (GWAS) data related to colon cancer was obtained from the GWAS website (http://gwas.mrcieu.ac.uk/datasets), involving 462,933 individuals’ gene information. Single-nucleotide polymorphisms (SNPs) were defined as the instrumental variables (IVs). The SNPs closely associated with the Frailty Index at a genome-wide significance level were selected. To further screen the IVs, we selected the confounding factors using the PhenoScanner (http://www.phenoscanner.medschl.cam.ac.uk/phenoscanner). To estimate the causal effect of the Frailty Index on colon cancer, the MR-Egger regression, weighted median (WM1), inverse-variance weighted (IVW), and weight mode (WM2) methods were applied to calculate the SNP-frailty index and the SNP-cancer estimates. Cochran’s Q statistic was used to estimate heterogeneity. The two-sample Mendelian randomization (TSMR) analysis was performed using the “TwoSampleMR” and “plyr” packages. All the statistical tests were 2-tailed, and a P value <0.05 was considered statistically significant. RESULTS: We selected 8 SNPs as the IVs. The results of the IVW analysis [odds ratio (OR) =0.995, 95% confidence interval (CI): 0.990–1.001, P=0.052] showed that the genetic changes in the Frailty Index were not statistically associated with the risk of colon cancer, and no significant heterogeneity between these 8 genes was observed (Q =7.382, P=0.184). The MR-Egger (OR =0.987, 95% CI: 0.945–1.031, P=0.581), WM1 (OR =0.995, 95% CI: 0.990–1.001, P=0.118), WM2 (OR =0.996, 95% CI: 0.988–1.004, P=0.356), and SM (OR =0.996, 95% CI: 0.987–1.005, P=0.449) results were also consistent with each other. The sensitivity analysis based on the leave-one-out method showed that the individual SNPs did not affect the robustness of the results. CONCLUSIONS: Frailty might have no effect on the risk of colon cancer.
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spelling pubmed-101865452023-05-17 The Frailty Index and colon cancer: a 2-sample Mendelian-randomization study Gao, Lingling Di, Xiaoling Gao, Lulu Liu, Zhanhui Hu, Fengping J Gastrointest Oncol Original Article BACKGROUND: Frailty is closely related to cancer. Previous research has shown that cancer patients are prone to frailty, and frailty increases the risk of adverse outcomes in cancer patients. However, it is unclear whether frailty increases the risk of cancer. This 2-sample Mendelian-randomization (MR) study sought to analyze the relationship between frailty and the risk of colon cancer. METHODS: The database was extracted from the Medical Research Council Integrative Epidemiology Unit (MRC-IEU) in 2021. The genome-wide association study (GWAS) data related to colon cancer was obtained from the GWAS website (http://gwas.mrcieu.ac.uk/datasets), involving 462,933 individuals’ gene information. Single-nucleotide polymorphisms (SNPs) were defined as the instrumental variables (IVs). The SNPs closely associated with the Frailty Index at a genome-wide significance level were selected. To further screen the IVs, we selected the confounding factors using the PhenoScanner (http://www.phenoscanner.medschl.cam.ac.uk/phenoscanner). To estimate the causal effect of the Frailty Index on colon cancer, the MR-Egger regression, weighted median (WM1), inverse-variance weighted (IVW), and weight mode (WM2) methods were applied to calculate the SNP-frailty index and the SNP-cancer estimates. Cochran’s Q statistic was used to estimate heterogeneity. The two-sample Mendelian randomization (TSMR) analysis was performed using the “TwoSampleMR” and “plyr” packages. All the statistical tests were 2-tailed, and a P value <0.05 was considered statistically significant. RESULTS: We selected 8 SNPs as the IVs. The results of the IVW analysis [odds ratio (OR) =0.995, 95% confidence interval (CI): 0.990–1.001, P=0.052] showed that the genetic changes in the Frailty Index were not statistically associated with the risk of colon cancer, and no significant heterogeneity between these 8 genes was observed (Q =7.382, P=0.184). The MR-Egger (OR =0.987, 95% CI: 0.945–1.031, P=0.581), WM1 (OR =0.995, 95% CI: 0.990–1.001, P=0.118), WM2 (OR =0.996, 95% CI: 0.988–1.004, P=0.356), and SM (OR =0.996, 95% CI: 0.987–1.005, P=0.449) results were also consistent with each other. The sensitivity analysis based on the leave-one-out method showed that the individual SNPs did not affect the robustness of the results. CONCLUSIONS: Frailty might have no effect on the risk of colon cancer. AME Publishing Company 2023-04-29 2023-04-29 /pmc/articles/PMC10186545/ /pubmed/37201057 http://dx.doi.org/10.21037/jgo-23-134 Text en 2023 Journal of Gastrointestinal Oncology. All rights reserved. https://creativecommons.org/licenses/by-nc-nd/4.0/Open Access Statement: This is an Open Access article distributed in accordance with the Creative Commons Attribution-NonCommercial-NoDerivs 4.0 International License (CC BY-NC-ND 4.0), which permits the non-commercial replication and distribution of the article with the strict proviso that no changes or edits are made and the original work is properly cited (including links to both the formal publication through the relevant DOI and the license). See: https://creativecommons.org/licenses/by-nc-nd/4.0 (https://creativecommons.org/licenses/by-nc-nd/4.0/) .
spellingShingle Original Article
Gao, Lingling
Di, Xiaoling
Gao, Lulu
Liu, Zhanhui
Hu, Fengping
The Frailty Index and colon cancer: a 2-sample Mendelian-randomization study
title The Frailty Index and colon cancer: a 2-sample Mendelian-randomization study
title_full The Frailty Index and colon cancer: a 2-sample Mendelian-randomization study
title_fullStr The Frailty Index and colon cancer: a 2-sample Mendelian-randomization study
title_full_unstemmed The Frailty Index and colon cancer: a 2-sample Mendelian-randomization study
title_short The Frailty Index and colon cancer: a 2-sample Mendelian-randomization study
title_sort frailty index and colon cancer: a 2-sample mendelian-randomization study
topic Original Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10186545/
https://www.ncbi.nlm.nih.gov/pubmed/37201057
http://dx.doi.org/10.21037/jgo-23-134
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