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Pathway Analysis for Genome-Wide Association Study of Lung Cancer in Han Chinese Population

Genome-wide association studies (GWAS) have identified a number of genetic variants associated with lung cancer risk. However, these loci explain only a small fraction of lung cancer hereditability and other variants with weak effect may be lost in the GWAS approach due to the stringent significance...

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Autores principales: Zhang, Ruyang, Zhao, Yang, Chu, Minjie, Wu, Chen, Jin, Guangfu, Dai, Juncheng, Wang, Cheng, Hu, Lingmin, Gou, Jianwei, Qian, Chen, Bai, Jianling, Wu, Tangchun, Hu, Zhibin, Lin, Dongxin, Shen, Hongbing, Chen, Feng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2013
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3585721/
https://www.ncbi.nlm.nih.gov/pubmed/23469231
http://dx.doi.org/10.1371/journal.pone.0057763
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author Zhang, Ruyang
Zhao, Yang
Chu, Minjie
Wu, Chen
Jin, Guangfu
Dai, Juncheng
Wang, Cheng
Hu, Lingmin
Gou, Jianwei
Qian, Chen
Bai, Jianling
Wu, Tangchun
Hu, Zhibin
Lin, Dongxin
Shen, Hongbing
Chen, Feng
author_facet Zhang, Ruyang
Zhao, Yang
Chu, Minjie
Wu, Chen
Jin, Guangfu
Dai, Juncheng
Wang, Cheng
Hu, Lingmin
Gou, Jianwei
Qian, Chen
Bai, Jianling
Wu, Tangchun
Hu, Zhibin
Lin, Dongxin
Shen, Hongbing
Chen, Feng
author_sort Zhang, Ruyang
collection PubMed
description Genome-wide association studies (GWAS) have identified a number of genetic variants associated with lung cancer risk. However, these loci explain only a small fraction of lung cancer hereditability and other variants with weak effect may be lost in the GWAS approach due to the stringent significance level after multiple comparison correction. In this study, in order to identify important pathways involving the lung carcinogenesis, we performed a two-stage pathway analysis in GWAS of lung cancer in Han Chinese using gene set enrichment analysis (GSEA) method. Predefined pathways by BioCarta and KEGG databases were systematically evaluated on Nanjing study (Discovery stage: 1,473 cases and 1,962 controls) and the suggestive pathways were further to be validated in Beijing study (Replication stage: 858 cases and 1,115 controls). We found that four pathways (achPathway, metPathway, At1rPathway and rac1Pathway) were consistently significant in both studies and the P values for combined dataset were 0.012, 0.010, 0.022 and 0.005 respectively. These results were stable after sensitivity analysis based on gene definition and gene overlaps between pathways. These findings may provide new insights into the etiology of lung cancer.
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spelling pubmed-35857212013-03-06 Pathway Analysis for Genome-Wide Association Study of Lung Cancer in Han Chinese Population Zhang, Ruyang Zhao, Yang Chu, Minjie Wu, Chen Jin, Guangfu Dai, Juncheng Wang, Cheng Hu, Lingmin Gou, Jianwei Qian, Chen Bai, Jianling Wu, Tangchun Hu, Zhibin Lin, Dongxin Shen, Hongbing Chen, Feng PLoS One Research Article Genome-wide association studies (GWAS) have identified a number of genetic variants associated with lung cancer risk. However, these loci explain only a small fraction of lung cancer hereditability and other variants with weak effect may be lost in the GWAS approach due to the stringent significance level after multiple comparison correction. In this study, in order to identify important pathways involving the lung carcinogenesis, we performed a two-stage pathway analysis in GWAS of lung cancer in Han Chinese using gene set enrichment analysis (GSEA) method. Predefined pathways by BioCarta and KEGG databases were systematically evaluated on Nanjing study (Discovery stage: 1,473 cases and 1,962 controls) and the suggestive pathways were further to be validated in Beijing study (Replication stage: 858 cases and 1,115 controls). We found that four pathways (achPathway, metPathway, At1rPathway and rac1Pathway) were consistently significant in both studies and the P values for combined dataset were 0.012, 0.010, 0.022 and 0.005 respectively. These results were stable after sensitivity analysis based on gene definition and gene overlaps between pathways. These findings may provide new insights into the etiology of lung cancer. Public Library of Science 2013-03-01 /pmc/articles/PMC3585721/ /pubmed/23469231 http://dx.doi.org/10.1371/journal.pone.0057763 Text en © 2013 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, Ruyang
Zhao, Yang
Chu, Minjie
Wu, Chen
Jin, Guangfu
Dai, Juncheng
Wang, Cheng
Hu, Lingmin
Gou, Jianwei
Qian, Chen
Bai, Jianling
Wu, Tangchun
Hu, Zhibin
Lin, Dongxin
Shen, Hongbing
Chen, Feng
Pathway Analysis for Genome-Wide Association Study of Lung Cancer in Han Chinese Population
title Pathway Analysis for Genome-Wide Association Study of Lung Cancer in Han Chinese Population
title_full Pathway Analysis for Genome-Wide Association Study of Lung Cancer in Han Chinese Population
title_fullStr Pathway Analysis for Genome-Wide Association Study of Lung Cancer in Han Chinese Population
title_full_unstemmed Pathway Analysis for Genome-Wide Association Study of Lung Cancer in Han Chinese Population
title_short Pathway Analysis for Genome-Wide Association Study of Lung Cancer in Han Chinese Population
title_sort pathway analysis for genome-wide association study of lung cancer in han chinese population
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3585721/
https://www.ncbi.nlm.nih.gov/pubmed/23469231
http://dx.doi.org/10.1371/journal.pone.0057763
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