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Phenome-wide association study (PheWAS) of colorectal cancer risk SNP effects on health outcomes in UK Biobank
BACKGROUND: Associations between colorectal cancer (CRC) and other health outcomes have been reported, but these may be subject to biases, or due to limitations of observational studies. METHODS: We set out to determine whether genetic predisposition to CRC is also associated with the risk of other...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8888597/ https://www.ncbi.nlm.nih.gov/pubmed/34912076 http://dx.doi.org/10.1038/s41416-021-01655-9 |
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author | Zhang, Xiaomeng Li, Xue He, Yazhou Law, Philip J. Farrington, Susan M. Campbell, Harry Tomlinson, Ian P. M. Houlston, Richard S. Dunlop, Malcolm G. Timofeeva, Maria Theodoratou, Evropi |
author_facet | Zhang, Xiaomeng Li, Xue He, Yazhou Law, Philip J. Farrington, Susan M. Campbell, Harry Tomlinson, Ian P. M. Houlston, Richard S. Dunlop, Malcolm G. Timofeeva, Maria Theodoratou, Evropi |
author_sort | Zhang, Xiaomeng |
collection | PubMed |
description | BACKGROUND: Associations between colorectal cancer (CRC) and other health outcomes have been reported, but these may be subject to biases, or due to limitations of observational studies. METHODS: We set out to determine whether genetic predisposition to CRC is also associated with the risk of other phenotypes. Under the phenome-wide association study (PheWAS) and tree-structured phenotypic model (TreeWAS), we studied 334,385 unrelated White British individuals (excluding CRC patients) from the UK Biobank cohort. We generated a polygenic risk score (PRS) from CRC genome-wide association studies as a measure of CRC risk. We performed sensitivity analyses to test the robustness of the results and searched the Danish Disease Trajectory Browser (DTB) to replicate the observed associations. RESULTS: Eight PheWAS phenotypes and 21 TreeWAS nodes were associated with CRC genetic predisposition by PheWAS and TreeWAS, respectively. The PheWAS detected associations were from neoplasms and digestive system disease group (e.g. benign neoplasm of colon, anal and rectal polyp and diverticular disease). The results from the TreeWAS corroborated the results from the PheWAS. These results were replicated in the observational data within the DTB. CONCLUSIONS: We show that benign colorectal neoplasms share genetic aetiology with CRC using PheWAS and TreeWAS methods. Additionally, CRC genetic predisposition is associated with diverticular disease. |
format | Online Article Text |
id | pubmed-8888597 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-88885972022-03-17 Phenome-wide association study (PheWAS) of colorectal cancer risk SNP effects on health outcomes in UK Biobank Zhang, Xiaomeng Li, Xue He, Yazhou Law, Philip J. Farrington, Susan M. Campbell, Harry Tomlinson, Ian P. M. Houlston, Richard S. Dunlop, Malcolm G. Timofeeva, Maria Theodoratou, Evropi Br J Cancer Article BACKGROUND: Associations between colorectal cancer (CRC) and other health outcomes have been reported, but these may be subject to biases, or due to limitations of observational studies. METHODS: We set out to determine whether genetic predisposition to CRC is also associated with the risk of other phenotypes. Under the phenome-wide association study (PheWAS) and tree-structured phenotypic model (TreeWAS), we studied 334,385 unrelated White British individuals (excluding CRC patients) from the UK Biobank cohort. We generated a polygenic risk score (PRS) from CRC genome-wide association studies as a measure of CRC risk. We performed sensitivity analyses to test the robustness of the results and searched the Danish Disease Trajectory Browser (DTB) to replicate the observed associations. RESULTS: Eight PheWAS phenotypes and 21 TreeWAS nodes were associated with CRC genetic predisposition by PheWAS and TreeWAS, respectively. The PheWAS detected associations were from neoplasms and digestive system disease group (e.g. benign neoplasm of colon, anal and rectal polyp and diverticular disease). The results from the TreeWAS corroborated the results from the PheWAS. These results were replicated in the observational data within the DTB. CONCLUSIONS: We show that benign colorectal neoplasms share genetic aetiology with CRC using PheWAS and TreeWAS methods. Additionally, CRC genetic predisposition is associated with diverticular disease. Nature Publishing Group UK 2021-12-15 2022-03-23 /pmc/articles/PMC8888597/ /pubmed/34912076 http://dx.doi.org/10.1038/s41416-021-01655-9 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Zhang, Xiaomeng Li, Xue He, Yazhou Law, Philip J. Farrington, Susan M. Campbell, Harry Tomlinson, Ian P. M. Houlston, Richard S. Dunlop, Malcolm G. Timofeeva, Maria Theodoratou, Evropi Phenome-wide association study (PheWAS) of colorectal cancer risk SNP effects on health outcomes in UK Biobank |
title | Phenome-wide association study (PheWAS) of colorectal cancer risk SNP effects on health outcomes in UK Biobank |
title_full | Phenome-wide association study (PheWAS) of colorectal cancer risk SNP effects on health outcomes in UK Biobank |
title_fullStr | Phenome-wide association study (PheWAS) of colorectal cancer risk SNP effects on health outcomes in UK Biobank |
title_full_unstemmed | Phenome-wide association study (PheWAS) of colorectal cancer risk SNP effects on health outcomes in UK Biobank |
title_short | Phenome-wide association study (PheWAS) of colorectal cancer risk SNP effects on health outcomes in UK Biobank |
title_sort | phenome-wide association study (phewas) of colorectal cancer risk snp effects on health outcomes in uk biobank |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8888597/ https://www.ncbi.nlm.nih.gov/pubmed/34912076 http://dx.doi.org/10.1038/s41416-021-01655-9 |
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