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An exome sequencing pipeline for identifying and genotyping common CNVs associated with disease with application to psoriasis
Motivation: Despite the prevalence of copy number variation (CNV) in the human genome, only a handful of confirmed associations have been reported between common CNVs and complex disease. This may be partially attributed to the difficulty in accurately genotyping CNVs in large cohorts using array-ba...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3436806/ https://www.ncbi.nlm.nih.gov/pubmed/22962454 http://dx.doi.org/10.1093/bioinformatics/bts379 |
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author | Coin, Lachlan J.M. Cao, Dandan Ren, Jingjing Zuo, Xianbo Sun, Liangdan Yang, Sen Zhang, Xuejun Cui, Yong Li, Yingrui Jin, Xin Wang, Jun |
author_facet | Coin, Lachlan J.M. Cao, Dandan Ren, Jingjing Zuo, Xianbo Sun, Liangdan Yang, Sen Zhang, Xuejun Cui, Yong Li, Yingrui Jin, Xin Wang, Jun |
author_sort | Coin, Lachlan J.M. |
collection | PubMed |
description | Motivation: Despite the prevalence of copy number variation (CNV) in the human genome, only a handful of confirmed associations have been reported between common CNVs and complex disease. This may be partially attributed to the difficulty in accurately genotyping CNVs in large cohorts using array-based technologies. Exome sequencing is now widely being applied to case–control cohorts and presents an exciting opportunity to look for common CNVs associated with disease. Results: We developed ExoCNVTest: an exome sequencing analysis pipeline to identify disease-associated CNVs and to generate absolute copy number genotypes at putatively associated loci. Our method re-discovered the LCE3B_LCE3C CNV association with psoriasis (P-value = 5 × 10e−6) while controlling inflation of test statistics (λ < 1). ExoCNVTest-derived absolute CNV genotypes were 97.4% concordant with PCR-derived genotypes at this locus. Availability and implementation: ExoCNVTest has been implemented in Java and R and is freely available from www1.imperial.ac.uk/medicine/people/l.coin/. Contact: wangj@genomics.org.cn or Lachlan.J.M.Coin@genomics.org.cn |
format | Online Article Text |
id | pubmed-3436806 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-34368062012-12-12 An exome sequencing pipeline for identifying and genotyping common CNVs associated with disease with application to psoriasis Coin, Lachlan J.M. Cao, Dandan Ren, Jingjing Zuo, Xianbo Sun, Liangdan Yang, Sen Zhang, Xuejun Cui, Yong Li, Yingrui Jin, Xin Wang, Jun Bioinformatics Original Papers Motivation: Despite the prevalence of copy number variation (CNV) in the human genome, only a handful of confirmed associations have been reported between common CNVs and complex disease. This may be partially attributed to the difficulty in accurately genotyping CNVs in large cohorts using array-based technologies. Exome sequencing is now widely being applied to case–control cohorts and presents an exciting opportunity to look for common CNVs associated with disease. Results: We developed ExoCNVTest: an exome sequencing analysis pipeline to identify disease-associated CNVs and to generate absolute copy number genotypes at putatively associated loci. Our method re-discovered the LCE3B_LCE3C CNV association with psoriasis (P-value = 5 × 10e−6) while controlling inflation of test statistics (λ < 1). ExoCNVTest-derived absolute CNV genotypes were 97.4% concordant with PCR-derived genotypes at this locus. Availability and implementation: ExoCNVTest has been implemented in Java and R and is freely available from www1.imperial.ac.uk/medicine/people/l.coin/. Contact: wangj@genomics.org.cn or Lachlan.J.M.Coin@genomics.org.cn Oxford University Press 2012-09-15 2012-09-03 /pmc/articles/PMC3436806/ /pubmed/22962454 http://dx.doi.org/10.1093/bioinformatics/bts379 Text en © The Author(s) (2012). Published by Oxford University Press. http://creativecommons.org/licenses/by/3.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/3.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Papers Coin, Lachlan J.M. Cao, Dandan Ren, Jingjing Zuo, Xianbo Sun, Liangdan Yang, Sen Zhang, Xuejun Cui, Yong Li, Yingrui Jin, Xin Wang, Jun An exome sequencing pipeline for identifying and genotyping common CNVs associated with disease with application to psoriasis |
title | An exome sequencing pipeline for identifying and genotyping common CNVs associated with disease with application to psoriasis |
title_full | An exome sequencing pipeline for identifying and genotyping common CNVs associated with disease with application to psoriasis |
title_fullStr | An exome sequencing pipeline for identifying and genotyping common CNVs associated with disease with application to psoriasis |
title_full_unstemmed | An exome sequencing pipeline for identifying and genotyping common CNVs associated with disease with application to psoriasis |
title_short | An exome sequencing pipeline for identifying and genotyping common CNVs associated with disease with application to psoriasis |
title_sort | exome sequencing pipeline for identifying and genotyping common cnvs associated with disease with application to psoriasis |
topic | Original Papers |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3436806/ https://www.ncbi.nlm.nih.gov/pubmed/22962454 http://dx.doi.org/10.1093/bioinformatics/bts379 |
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