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The functional spectrum of low-frequency coding variation
BACKGROUND: Rare coding variants constitute an important class of human genetic variation, but are underrepresented in current databases that are based on small population samples. Recent studies show that variants altering amino acid sequence and protein function are enriched at low variant allele...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2011
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3308047/ https://www.ncbi.nlm.nih.gov/pubmed/21917140 http://dx.doi.org/10.1186/gb-2011-12-9-r84 |
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author | Marth, Gabor T Yu, Fuli Indap, Amit R Garimella, Kiran Gravel, Simon Leong, Wen Fung Tyler-Smith, Chris Bainbridge, Matthew Blackwell, Tom Zheng-Bradley, Xiangqun Chen, Yuan Challis, Danny Clarke, Laura Ball, Edward V Cibulskis, Kristian Cooper, David N Fulton, Bob Hartl, Chris Koboldt, Dan Muzny, Donna Smith, Richard Sougnez, Carrie Stewart, Chip Ward, Alistair Yu, Jin Xue, Yali Altshuler, David Bustamante, Carlos D Clark, Andrew G Daly, Mark DePristo, Mark Flicek, Paul Gabriel, Stacey Mardis, Elaine Palotie, Aarno Gibbs, Richard |
author_facet | Marth, Gabor T Yu, Fuli Indap, Amit R Garimella, Kiran Gravel, Simon Leong, Wen Fung Tyler-Smith, Chris Bainbridge, Matthew Blackwell, Tom Zheng-Bradley, Xiangqun Chen, Yuan Challis, Danny Clarke, Laura Ball, Edward V Cibulskis, Kristian Cooper, David N Fulton, Bob Hartl, Chris Koboldt, Dan Muzny, Donna Smith, Richard Sougnez, Carrie Stewart, Chip Ward, Alistair Yu, Jin Xue, Yali Altshuler, David Bustamante, Carlos D Clark, Andrew G Daly, Mark DePristo, Mark Flicek, Paul Gabriel, Stacey Mardis, Elaine Palotie, Aarno Gibbs, Richard |
author_sort | Marth, Gabor T |
collection | PubMed |
description | BACKGROUND: Rare coding variants constitute an important class of human genetic variation, but are underrepresented in current databases that are based on small population samples. Recent studies show that variants altering amino acid sequence and protein function are enriched at low variant allele frequency, 2 to 5%, but because of insufficient sample size it is not clear if the same trend holds for rare variants below 1% allele frequency. RESULTS: The 1000 Genomes Exon Pilot Project has collected deep-coverage exon-capture data in roughly 1,000 human genes, for nearly 700 samples. Although medical whole-exome projects are currently afoot, this is still the deepest reported sampling of a large number of human genes with next-generation technologies. According to the goals of the 1000 Genomes Project, we created effective informatics pipelines to process and analyze the data, and discovered 12,758 exonic SNPs, 70% of them novel, and 74% below 1% allele frequency in the seven population samples we examined. Our analysis confirms that coding variants below 1% allele frequency show increased population-specificity and are enriched for functional variants. CONCLUSIONS: This study represents a large step toward detecting and interpreting low frequency coding variation, clearly lays out technical steps for effective analysis of DNA capture data, and articulates functional and population properties of this important class of genetic variation. |
format | Online Article Text |
id | pubmed-3308047 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2011 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-33080472012-03-20 The functional spectrum of low-frequency coding variation Marth, Gabor T Yu, Fuli Indap, Amit R Garimella, Kiran Gravel, Simon Leong, Wen Fung Tyler-Smith, Chris Bainbridge, Matthew Blackwell, Tom Zheng-Bradley, Xiangqun Chen, Yuan Challis, Danny Clarke, Laura Ball, Edward V Cibulskis, Kristian Cooper, David N Fulton, Bob Hartl, Chris Koboldt, Dan Muzny, Donna Smith, Richard Sougnez, Carrie Stewart, Chip Ward, Alistair Yu, Jin Xue, Yali Altshuler, David Bustamante, Carlos D Clark, Andrew G Daly, Mark DePristo, Mark Flicek, Paul Gabriel, Stacey Mardis, Elaine Palotie, Aarno Gibbs, Richard Genome Biol Research BACKGROUND: Rare coding variants constitute an important class of human genetic variation, but are underrepresented in current databases that are based on small population samples. Recent studies show that variants altering amino acid sequence and protein function are enriched at low variant allele frequency, 2 to 5%, but because of insufficient sample size it is not clear if the same trend holds for rare variants below 1% allele frequency. RESULTS: The 1000 Genomes Exon Pilot Project has collected deep-coverage exon-capture data in roughly 1,000 human genes, for nearly 700 samples. Although medical whole-exome projects are currently afoot, this is still the deepest reported sampling of a large number of human genes with next-generation technologies. According to the goals of the 1000 Genomes Project, we created effective informatics pipelines to process and analyze the data, and discovered 12,758 exonic SNPs, 70% of them novel, and 74% below 1% allele frequency in the seven population samples we examined. Our analysis confirms that coding variants below 1% allele frequency show increased population-specificity and are enriched for functional variants. CONCLUSIONS: This study represents a large step toward detecting and interpreting low frequency coding variation, clearly lays out technical steps for effective analysis of DNA capture data, and articulates functional and population properties of this important class of genetic variation. BioMed Central 2011 2011-09-14 /pmc/articles/PMC3308047/ /pubmed/21917140 http://dx.doi.org/10.1186/gb-2011-12-9-r84 Text en Copyright ©2011 Marth et al.; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/2.0), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited |
spellingShingle | Research Marth, Gabor T Yu, Fuli Indap, Amit R Garimella, Kiran Gravel, Simon Leong, Wen Fung Tyler-Smith, Chris Bainbridge, Matthew Blackwell, Tom Zheng-Bradley, Xiangqun Chen, Yuan Challis, Danny Clarke, Laura Ball, Edward V Cibulskis, Kristian Cooper, David N Fulton, Bob Hartl, Chris Koboldt, Dan Muzny, Donna Smith, Richard Sougnez, Carrie Stewart, Chip Ward, Alistair Yu, Jin Xue, Yali Altshuler, David Bustamante, Carlos D Clark, Andrew G Daly, Mark DePristo, Mark Flicek, Paul Gabriel, Stacey Mardis, Elaine Palotie, Aarno Gibbs, Richard The functional spectrum of low-frequency coding variation |
title | The functional spectrum of low-frequency coding variation |
title_full | The functional spectrum of low-frequency coding variation |
title_fullStr | The functional spectrum of low-frequency coding variation |
title_full_unstemmed | The functional spectrum of low-frequency coding variation |
title_short | The functional spectrum of low-frequency coding variation |
title_sort | functional spectrum of low-frequency coding variation |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3308047/ https://www.ncbi.nlm.nih.gov/pubmed/21917140 http://dx.doi.org/10.1186/gb-2011-12-9-r84 |
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