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Genome-wide association study of copy number variation with lung function identifies a novel signal of association near BANP for forced vital capacity
BACKGROUND: Genome-wide association studies of Single Nucleotide Polymorphisms (SNPs) have identified 55 SNPs associated with lung function. However, little is known about the effect of copy number variants (CNVs) on lung function, although CNVs represent a significant proportion of human genetic po...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4981989/ https://www.ncbi.nlm.nih.gov/pubmed/27514831 http://dx.doi.org/10.1186/s12863-016-0423-0 |
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author | Shrine, Nick Tobin, Martin D. Schurmann, Claudia Soler Artigas, María Hui, Jennie Lehtimäki, Terho Raitakari, Olli T. Pennell, Craig E. Ang, Qi Wei Strachan, David P. Homuth, Georg Gläser, Sven Felix, Stephan B. Evans, David M. Henderson, John Granell, Raquel Palmer, Lyle J. Huffman, Jennifer Hayward, Caroline Scotland, Generation Malarstig, Anders Musk, Bill James, Alan L. Wain, Louise V. |
author_facet | Shrine, Nick Tobin, Martin D. Schurmann, Claudia Soler Artigas, María Hui, Jennie Lehtimäki, Terho Raitakari, Olli T. Pennell, Craig E. Ang, Qi Wei Strachan, David P. Homuth, Georg Gläser, Sven Felix, Stephan B. Evans, David M. Henderson, John Granell, Raquel Palmer, Lyle J. Huffman, Jennifer Hayward, Caroline Scotland, Generation Malarstig, Anders Musk, Bill James, Alan L. Wain, Louise V. |
author_sort | Shrine, Nick |
collection | PubMed |
description | BACKGROUND: Genome-wide association studies of Single Nucleotide Polymorphisms (SNPs) have identified 55 SNPs associated with lung function. However, little is known about the effect of copy number variants (CNVs) on lung function, although CNVs represent a significant proportion of human genetic polymorphism. To assess the effect of CNVs on lung function quantitative traits, we measured copy number at 2788 previously characterised, common copy number variable regions in 6 independent cohorts (n = 24,237) using intensity data from SNP genotyping experiments. We developed a pipeline for genome-wide association analysis and meta-analysis of CNV genotypes measured across multiple studies using SNP genotype array intensity data from different platform technologies. We then undertook cohort-level genome-wide association studies of CNV with lung function in a subset of 4 cohorts (n < =12,403) with lung function measurements and meta-analysed the results. Follow-up was undertaken for CNVs which were well tagged by SNPs, in up to 146,871 individuals. RESULTS: We generated robust copy number calls for 1962 out of 2788 (70 %) known CNV regions genome-wide, with 1103 measured with compatible class frequencies in at least 2 cohorts. We report a novel CNV association (discovery P = 0.0007) with Forced Vital Capacity (FVC) downstream of BANP on chromosome 16 that shows evidence of replication by a tag SNP in two independent studies (replication P = 0.004). In addition, we provide suggestive evidence (discovery P = 0.0002) for a role of complex copy number variation at a previously reported lung function locus, containing the rootletin gene CROCC, that is not tagged by SNPs. CONCLUSIONS: We demonstrate how common CNV regions can be reliably and consistently called across cohorts, using an existing calling algorithm and rigorous quality control steps, using SNP genotyping array intensity data. Although many common biallelic CNV regions were well-tagged by common SNPs, we also identified associations with untagged mulitallelic CNV regions thereby illustrating the potential of our approach to identify some of the missing heritability of complex traits. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-016-0423-0) contains supplementary material, which is available to authorized users. |
format | Online Article Text |
id | pubmed-4981989 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-49819892016-08-13 Genome-wide association study of copy number variation with lung function identifies a novel signal of association near BANP for forced vital capacity Shrine, Nick Tobin, Martin D. Schurmann, Claudia Soler Artigas, María Hui, Jennie Lehtimäki, Terho Raitakari, Olli T. Pennell, Craig E. Ang, Qi Wei Strachan, David P. Homuth, Georg Gläser, Sven Felix, Stephan B. Evans, David M. Henderson, John Granell, Raquel Palmer, Lyle J. Huffman, Jennifer Hayward, Caroline Scotland, Generation Malarstig, Anders Musk, Bill James, Alan L. Wain, Louise V. BMC Genet Research Article BACKGROUND: Genome-wide association studies of Single Nucleotide Polymorphisms (SNPs) have identified 55 SNPs associated with lung function. However, little is known about the effect of copy number variants (CNVs) on lung function, although CNVs represent a significant proportion of human genetic polymorphism. To assess the effect of CNVs on lung function quantitative traits, we measured copy number at 2788 previously characterised, common copy number variable regions in 6 independent cohorts (n = 24,237) using intensity data from SNP genotyping experiments. We developed a pipeline for genome-wide association analysis and meta-analysis of CNV genotypes measured across multiple studies using SNP genotype array intensity data from different platform technologies. We then undertook cohort-level genome-wide association studies of CNV with lung function in a subset of 4 cohorts (n < =12,403) with lung function measurements and meta-analysed the results. Follow-up was undertaken for CNVs which were well tagged by SNPs, in up to 146,871 individuals. RESULTS: We generated robust copy number calls for 1962 out of 2788 (70 %) known CNV regions genome-wide, with 1103 measured with compatible class frequencies in at least 2 cohorts. We report a novel CNV association (discovery P = 0.0007) with Forced Vital Capacity (FVC) downstream of BANP on chromosome 16 that shows evidence of replication by a tag SNP in two independent studies (replication P = 0.004). In addition, we provide suggestive evidence (discovery P = 0.0002) for a role of complex copy number variation at a previously reported lung function locus, containing the rootletin gene CROCC, that is not tagged by SNPs. CONCLUSIONS: We demonstrate how common CNV regions can be reliably and consistently called across cohorts, using an existing calling algorithm and rigorous quality control steps, using SNP genotyping array intensity data. Although many common biallelic CNV regions were well-tagged by common SNPs, we also identified associations with untagged mulitallelic CNV regions thereby illustrating the potential of our approach to identify some of the missing heritability of complex traits. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12863-016-0423-0) contains supplementary material, which is available to authorized users. BioMed Central 2016-08-11 /pmc/articles/PMC4981989/ /pubmed/27514831 http://dx.doi.org/10.1186/s12863-016-0423-0 Text en © The Author(s). 2016 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Shrine, Nick Tobin, Martin D. Schurmann, Claudia Soler Artigas, María Hui, Jennie Lehtimäki, Terho Raitakari, Olli T. Pennell, Craig E. Ang, Qi Wei Strachan, David P. Homuth, Georg Gläser, Sven Felix, Stephan B. Evans, David M. Henderson, John Granell, Raquel Palmer, Lyle J. Huffman, Jennifer Hayward, Caroline Scotland, Generation Malarstig, Anders Musk, Bill James, Alan L. Wain, Louise V. Genome-wide association study of copy number variation with lung function identifies a novel signal of association near BANP for forced vital capacity |
title | Genome-wide association study of copy number variation with lung function identifies a novel signal of association near BANP for forced vital capacity |
title_full | Genome-wide association study of copy number variation with lung function identifies a novel signal of association near BANP for forced vital capacity |
title_fullStr | Genome-wide association study of copy number variation with lung function identifies a novel signal of association near BANP for forced vital capacity |
title_full_unstemmed | Genome-wide association study of copy number variation with lung function identifies a novel signal of association near BANP for forced vital capacity |
title_short | Genome-wide association study of copy number variation with lung function identifies a novel signal of association near BANP for forced vital capacity |
title_sort | genome-wide association study of copy number variation with lung function identifies a novel signal of association near banp for forced vital capacity |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4981989/ https://www.ncbi.nlm.nih.gov/pubmed/27514831 http://dx.doi.org/10.1186/s12863-016-0423-0 |
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