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Use of Genome-Wide Association Studies for Cancer Research and Drug Repositioning

Although genome-wide association studies have identified many risk loci associated with colorectal cancer, the molecular basis of these associations are still unclear. We aimed to infer biological insights and highlight candidate genes of interest within GWAS risk loci. We used an in silico pipeline...

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Detalles Bibliográficos
Autores principales: Zhang, Jizhun, Jiang, Kewei, Lv, Liang, Wang, Hui, Shen, Zhanlong, Gao, Zhidong, Wang, Bo, Yang, Yang, Ye, Yingjiang, Wang, Shan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4372357/
https://www.ncbi.nlm.nih.gov/pubmed/25803826
http://dx.doi.org/10.1371/journal.pone.0116477
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author Zhang, Jizhun
Jiang, Kewei
Lv, Liang
Wang, Hui
Shen, Zhanlong
Gao, Zhidong
Wang, Bo
Yang, Yang
Ye, Yingjiang
Wang, Shan
author_facet Zhang, Jizhun
Jiang, Kewei
Lv, Liang
Wang, Hui
Shen, Zhanlong
Gao, Zhidong
Wang, Bo
Yang, Yang
Ye, Yingjiang
Wang, Shan
author_sort Zhang, Jizhun
collection PubMed
description Although genome-wide association studies have identified many risk loci associated with colorectal cancer, the molecular basis of these associations are still unclear. We aimed to infer biological insights and highlight candidate genes of interest within GWAS risk loci. We used an in silico pipeline based on functional annotation, quantitative trait loci mapping of cis-acting gene, PubMed text-mining, protein-protein interaction studies, genetic overlaps with cancer somatic mutations and knockout mouse phenotypes, and functional enrichment analysis to prioritize the candidate genes at the colorectal cancer risk loci. Based on these analyses, we observed that these genes were the targets of approved therapies for colorectal cancer, and suggested that drugs approved for other indications may be repurposed for the treatment of colorectal cancer. This study highlights the use of publicly available data as a cost effective solution to derive biological insights, and provides an empirical evidence that the molecular basis of colorectal cancer can provide important leads for the discovery of new drugs.
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spelling pubmed-43723572015-04-04 Use of Genome-Wide Association Studies for Cancer Research and Drug Repositioning Zhang, Jizhun Jiang, Kewei Lv, Liang Wang, Hui Shen, Zhanlong Gao, Zhidong Wang, Bo Yang, Yang Ye, Yingjiang Wang, Shan PLoS One Research Article Although genome-wide association studies have identified many risk loci associated with colorectal cancer, the molecular basis of these associations are still unclear. We aimed to infer biological insights and highlight candidate genes of interest within GWAS risk loci. We used an in silico pipeline based on functional annotation, quantitative trait loci mapping of cis-acting gene, PubMed text-mining, protein-protein interaction studies, genetic overlaps with cancer somatic mutations and knockout mouse phenotypes, and functional enrichment analysis to prioritize the candidate genes at the colorectal cancer risk loci. Based on these analyses, we observed that these genes were the targets of approved therapies for colorectal cancer, and suggested that drugs approved for other indications may be repurposed for the treatment of colorectal cancer. This study highlights the use of publicly available data as a cost effective solution to derive biological insights, and provides an empirical evidence that the molecular basis of colorectal cancer can provide important leads for the discovery of new drugs. Public Library of Science 2015-03-24 /pmc/articles/PMC4372357/ /pubmed/25803826 http://dx.doi.org/10.1371/journal.pone.0116477 Text en © 2015 Zhang et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Zhang, Jizhun
Jiang, Kewei
Lv, Liang
Wang, Hui
Shen, Zhanlong
Gao, Zhidong
Wang, Bo
Yang, Yang
Ye, Yingjiang
Wang, Shan
Use of Genome-Wide Association Studies for Cancer Research and Drug Repositioning
title Use of Genome-Wide Association Studies for Cancer Research and Drug Repositioning
title_full Use of Genome-Wide Association Studies for Cancer Research and Drug Repositioning
title_fullStr Use of Genome-Wide Association Studies for Cancer Research and Drug Repositioning
title_full_unstemmed Use of Genome-Wide Association Studies for Cancer Research and Drug Repositioning
title_short Use of Genome-Wide Association Studies for Cancer Research and Drug Repositioning
title_sort use of genome-wide association studies for cancer research and drug repositioning
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4372357/
https://www.ncbi.nlm.nih.gov/pubmed/25803826
http://dx.doi.org/10.1371/journal.pone.0116477
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