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Investigation of Causal Effect of Type 2 Diabetes Mellitus on Lung Cancer: A Mendelian Randomization Study
BACKGROUND: Although several observational studies have attempted to investigate the association between type 2 diabetes mellitus (T2DM) and lung cancer risk, the results are controversial. Here, we intend to examine whether there is a causal association between T2DM and lung cancer risk. MATERIALS...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8439278/ https://www.ncbi.nlm.nih.gov/pubmed/34531893 http://dx.doi.org/10.3389/fgene.2021.673687 |
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author | Hong, Tongtong Qin, Na Zhao, Xiaoyu Wang, Cheng Jiang, Yue Ma, Hongxia Dai, Juncheng |
author_facet | Hong, Tongtong Qin, Na Zhao, Xiaoyu Wang, Cheng Jiang, Yue Ma, Hongxia Dai, Juncheng |
author_sort | Hong, Tongtong |
collection | PubMed |
description | BACKGROUND: Although several observational studies have attempted to investigate the association between type 2 diabetes mellitus (T2DM) and lung cancer risk, the results are controversial. Here, we intend to examine whether there is a causal association between T2DM and lung cancer risk. MATERIALS AND METHODS: We conducted a Mendelian randomization (MR) study to systematically investigate the effect of T2DM on lung cancer among 13,327 cases and 13,328 controls. A weighted genetic risk score (wGRS) was constructed as a proxy instrument by using 82 previously reported T2DM-related single nucleotide polymorphisms (SNPs). The logistic regression model was utilized to estimate associations of T2DM-related SNPs and wGRS with lung cancer risk. Sensitivity analyses were also performed to assess the robustness of the observed associations. RESULTS: We found no evidence for a causal relationship between T2DM and lung cancer risk (odds ratio, OR = 0.96, 95% confidence interval: 0.91–1.01, p = 0.96), and the association did not vary among populations of different age, sex, smoking status, and histological type. Sensitivity analyses (e.g., MR-Egger test) suggest that pleiotropic effects did not bias the result. CONCLUSION: In this MR study with a large number of lung cancer cases, we found no evidence to support the causal role of T2DM in lung cancer risk. Further large-scale prospective studies are warranted to replicate our findings. |
format | Online Article Text |
id | pubmed-8439278 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84392782021-09-15 Investigation of Causal Effect of Type 2 Diabetes Mellitus on Lung Cancer: A Mendelian Randomization Study Hong, Tongtong Qin, Na Zhao, Xiaoyu Wang, Cheng Jiang, Yue Ma, Hongxia Dai, Juncheng Front Genet Genetics BACKGROUND: Although several observational studies have attempted to investigate the association between type 2 diabetes mellitus (T2DM) and lung cancer risk, the results are controversial. Here, we intend to examine whether there is a causal association between T2DM and lung cancer risk. MATERIALS AND METHODS: We conducted a Mendelian randomization (MR) study to systematically investigate the effect of T2DM on lung cancer among 13,327 cases and 13,328 controls. A weighted genetic risk score (wGRS) was constructed as a proxy instrument by using 82 previously reported T2DM-related single nucleotide polymorphisms (SNPs). The logistic regression model was utilized to estimate associations of T2DM-related SNPs and wGRS with lung cancer risk. Sensitivity analyses were also performed to assess the robustness of the observed associations. RESULTS: We found no evidence for a causal relationship between T2DM and lung cancer risk (odds ratio, OR = 0.96, 95% confidence interval: 0.91–1.01, p = 0.96), and the association did not vary among populations of different age, sex, smoking status, and histological type. Sensitivity analyses (e.g., MR-Egger test) suggest that pleiotropic effects did not bias the result. CONCLUSION: In this MR study with a large number of lung cancer cases, we found no evidence to support the causal role of T2DM in lung cancer risk. Further large-scale prospective studies are warranted to replicate our findings. Frontiers Media S.A. 2021-08-31 /pmc/articles/PMC8439278/ /pubmed/34531893 http://dx.doi.org/10.3389/fgene.2021.673687 Text en Copyright © 2021 Hong, Qin, Zhao, Wang, Jiang, Ma and Dai. 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 | Genetics Hong, Tongtong Qin, Na Zhao, Xiaoyu Wang, Cheng Jiang, Yue Ma, Hongxia Dai, Juncheng Investigation of Causal Effect of Type 2 Diabetes Mellitus on Lung Cancer: A Mendelian Randomization Study |
title | Investigation of Causal Effect of Type 2 Diabetes Mellitus on Lung Cancer: A Mendelian Randomization Study |
title_full | Investigation of Causal Effect of Type 2 Diabetes Mellitus on Lung Cancer: A Mendelian Randomization Study |
title_fullStr | Investigation of Causal Effect of Type 2 Diabetes Mellitus on Lung Cancer: A Mendelian Randomization Study |
title_full_unstemmed | Investigation of Causal Effect of Type 2 Diabetes Mellitus on Lung Cancer: A Mendelian Randomization Study |
title_short | Investigation of Causal Effect of Type 2 Diabetes Mellitus on Lung Cancer: A Mendelian Randomization Study |
title_sort | investigation of causal effect of type 2 diabetes mellitus on lung cancer: a mendelian randomization study |
topic | Genetics |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8439278/ https://www.ncbi.nlm.nih.gov/pubmed/34531893 http://dx.doi.org/10.3389/fgene.2021.673687 |
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