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Large-scale whole exome sequencing studies identify two genes,CTSL and APOE, associated with lung cancer
Common genetic variants associated with lung cancer have been well studied in the past decade. However, only 12.3% heritability has been explained by these variants. In this study, we investigate the contribution of rare variants (RVs) (minor allele frequency <0.01) to lung cancer through two lar...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516417/ https://www.ncbi.nlm.nih.gov/pubmed/37738239 http://dx.doi.org/10.1371/journal.pgen.1010902 |
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author | Xu, Jingxiong Xu, Wei Choi, Jiyeon Brhane, Yonathan Christiani, David C. Kothari, Jui McKay, James Field, John K. Davies, Michael P. A. Liu, Geoffrey Amos, Christopher I. Hung, Rayjean J. Briollais, Laurent |
author_facet | Xu, Jingxiong Xu, Wei Choi, Jiyeon Brhane, Yonathan Christiani, David C. Kothari, Jui McKay, James Field, John K. Davies, Michael P. A. Liu, Geoffrey Amos, Christopher I. Hung, Rayjean J. Briollais, Laurent |
author_sort | Xu, Jingxiong |
collection | PubMed |
description | Common genetic variants associated with lung cancer have been well studied in the past decade. However, only 12.3% heritability has been explained by these variants. In this study, we investigate the contribution of rare variants (RVs) (minor allele frequency <0.01) to lung cancer through two large whole exome sequencing case-control studies. We first performed gene-based association tests using a novel Bayes Factor statistic in the International Lung Cancer Consortium, the discovery study (European, 1042 cases vs. 881 controls). The top genes identified are further assessed in the UK Biobank (European, 630 cases vs. 172 864 controls), the replication study. After controlling for the false discovery rate, we found two genes, CTSL and APOE, significantly associated with lung cancer in both studies. Single variant tests in UK Biobank identified 4 RVs (3 missense variants) in CTSL and 2 RVs (1 missense variant) in APOE stongly associated with lung cancer (OR between 2.0 and 139.0). The role of these genetic variants in the regulation of CTSL or APOE expression remains unclear. If such a role is established, this could have important therapeutic implications for lung cancer patients. |
format | Online Article Text |
id | pubmed-10516417 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-105164172023-09-23 Large-scale whole exome sequencing studies identify two genes,CTSL and APOE, associated with lung cancer Xu, Jingxiong Xu, Wei Choi, Jiyeon Brhane, Yonathan Christiani, David C. Kothari, Jui McKay, James Field, John K. Davies, Michael P. A. Liu, Geoffrey Amos, Christopher I. Hung, Rayjean J. Briollais, Laurent PLoS Genet Research Article Common genetic variants associated with lung cancer have been well studied in the past decade. However, only 12.3% heritability has been explained by these variants. In this study, we investigate the contribution of rare variants (RVs) (minor allele frequency <0.01) to lung cancer through two large whole exome sequencing case-control studies. We first performed gene-based association tests using a novel Bayes Factor statistic in the International Lung Cancer Consortium, the discovery study (European, 1042 cases vs. 881 controls). The top genes identified are further assessed in the UK Biobank (European, 630 cases vs. 172 864 controls), the replication study. After controlling for the false discovery rate, we found two genes, CTSL and APOE, significantly associated with lung cancer in both studies. Single variant tests in UK Biobank identified 4 RVs (3 missense variants) in CTSL and 2 RVs (1 missense variant) in APOE stongly associated with lung cancer (OR between 2.0 and 139.0). The role of these genetic variants in the regulation of CTSL or APOE expression remains unclear. If such a role is established, this could have important therapeutic implications for lung cancer patients. Public Library of Science 2023-09-22 /pmc/articles/PMC10516417/ /pubmed/37738239 http://dx.doi.org/10.1371/journal.pgen.1010902 Text en © 2023 Xu et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Xu, Jingxiong Xu, Wei Choi, Jiyeon Brhane, Yonathan Christiani, David C. Kothari, Jui McKay, James Field, John K. Davies, Michael P. A. Liu, Geoffrey Amos, Christopher I. Hung, Rayjean J. Briollais, Laurent Large-scale whole exome sequencing studies identify two genes,CTSL and APOE, associated with lung cancer |
title | Large-scale whole exome sequencing studies identify two genes,CTSL and APOE, associated with lung cancer |
title_full | Large-scale whole exome sequencing studies identify two genes,CTSL and APOE, associated with lung cancer |
title_fullStr | Large-scale whole exome sequencing studies identify two genes,CTSL and APOE, associated with lung cancer |
title_full_unstemmed | Large-scale whole exome sequencing studies identify two genes,CTSL and APOE, associated with lung cancer |
title_short | Large-scale whole exome sequencing studies identify two genes,CTSL and APOE, associated with lung cancer |
title_sort | large-scale whole exome sequencing studies identify two genes,ctsl and apoe, associated with lung cancer |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10516417/ https://www.ncbi.nlm.nih.gov/pubmed/37738239 http://dx.doi.org/10.1371/journal.pgen.1010902 |
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