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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...
Autores principales: | , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2013
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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. |
format | Online Article Text |
id | pubmed-3585721 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2013 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
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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