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Causal associations between site-specific cancer and diabetes risk: A two-sample Mendelian randomization study
BACKGROUND: Both cancer and diabetes are complex chronic diseases that have high economic costs for society. The co-occurrence of these two diseases in people is already well known. The causal effects of diabetes on the development of several malignancies have been established, but the reverse causa...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9968794/ https://www.ncbi.nlm.nih.gov/pubmed/36860363 http://dx.doi.org/10.3389/fendo.2023.1110523 |
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author | Xu, Rong Zheng, Tingjin Ouyang, Chaoqun Ding, Xiaoming Ge, Chenjin |
author_facet | Xu, Rong Zheng, Tingjin Ouyang, Chaoqun Ding, Xiaoming Ge, Chenjin |
author_sort | Xu, Rong |
collection | PubMed |
description | BACKGROUND: Both cancer and diabetes are complex chronic diseases that have high economic costs for society. The co-occurrence of these two diseases in people is already well known. The causal effects of diabetes on the development of several malignancies have been established, but the reverse causation of these two diseases (e.g., what type of cancer can cause T2D) has been less investigated. METHODS: Multiple Mendelian randomization (MR) methods, such as the inverse-variance weighted (IVW) method, weighted median method, MR-Egger, and MR pleiotropy residual sum and outlier test, were performed to evaluate the causal association of overall and eight site-specific cancers with diabetes risk using genome-wide association study summary data from different consortia, such as Finngen and UK biobank. RESULTS: A suggestive level of evidence was observed for the causal association between lymphoid leukaemia and diabetes by using the IVW method in MR analyses (P = 0.033), indicating that lymphoid leukaemia increased diabetes risk with an odds ratio of 1.008 (95% confidence interval, 1.001-1.014). Sensitivity analyses using MR-Egger and weighted median methods showed consistent direction of the association compared with the IVW method. Overall and seven other site-specific cancers under investigation (i.e., multiple myeloma, non-Hodgkin lymphoma, and cancer of bladder, brain, stomach, lung, and pancreas) were not causally associated with diabetes risk. CONCLUSIONS: The causal relationship between lymphoid leukaemia and diabetes risk points to the necessity of diabetes prevention amongst leukaemia survivors as a strategy for ameliorating the associated disease burden. |
format | Online Article Text |
id | pubmed-9968794 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-99687942023-02-28 Causal associations between site-specific cancer and diabetes risk: A two-sample Mendelian randomization study Xu, Rong Zheng, Tingjin Ouyang, Chaoqun Ding, Xiaoming Ge, Chenjin Front Endocrinol (Lausanne) Endocrinology BACKGROUND: Both cancer and diabetes are complex chronic diseases that have high economic costs for society. The co-occurrence of these two diseases in people is already well known. The causal effects of diabetes on the development of several malignancies have been established, but the reverse causation of these two diseases (e.g., what type of cancer can cause T2D) has been less investigated. METHODS: Multiple Mendelian randomization (MR) methods, such as the inverse-variance weighted (IVW) method, weighted median method, MR-Egger, and MR pleiotropy residual sum and outlier test, were performed to evaluate the causal association of overall and eight site-specific cancers with diabetes risk using genome-wide association study summary data from different consortia, such as Finngen and UK biobank. RESULTS: A suggestive level of evidence was observed for the causal association between lymphoid leukaemia and diabetes by using the IVW method in MR analyses (P = 0.033), indicating that lymphoid leukaemia increased diabetes risk with an odds ratio of 1.008 (95% confidence interval, 1.001-1.014). Sensitivity analyses using MR-Egger and weighted median methods showed consistent direction of the association compared with the IVW method. Overall and seven other site-specific cancers under investigation (i.e., multiple myeloma, non-Hodgkin lymphoma, and cancer of bladder, brain, stomach, lung, and pancreas) were not causally associated with diabetes risk. CONCLUSIONS: The causal relationship between lymphoid leukaemia and diabetes risk points to the necessity of diabetes prevention amongst leukaemia survivors as a strategy for ameliorating the associated disease burden. Frontiers Media S.A. 2023-02-13 /pmc/articles/PMC9968794/ /pubmed/36860363 http://dx.doi.org/10.3389/fendo.2023.1110523 Text en Copyright © 2023 Xu, Zheng, Ouyang, Ding and Ge 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 | Endocrinology Xu, Rong Zheng, Tingjin Ouyang, Chaoqun Ding, Xiaoming Ge, Chenjin Causal associations between site-specific cancer and diabetes risk: A two-sample Mendelian randomization study |
title | Causal associations between site-specific cancer and diabetes risk: A two-sample Mendelian randomization study |
title_full | Causal associations between site-specific cancer and diabetes risk: A two-sample Mendelian randomization study |
title_fullStr | Causal associations between site-specific cancer and diabetes risk: A two-sample Mendelian randomization study |
title_full_unstemmed | Causal associations between site-specific cancer and diabetes risk: A two-sample Mendelian randomization study |
title_short | Causal associations between site-specific cancer and diabetes risk: A two-sample Mendelian randomization study |
title_sort | causal associations between site-specific cancer and diabetes risk: a two-sample mendelian randomization study |
topic | Endocrinology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9968794/ https://www.ncbi.nlm.nih.gov/pubmed/36860363 http://dx.doi.org/10.3389/fendo.2023.1110523 |
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