Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2011
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
_version_ 1782227384493146112
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
work_keys_str_mv AT marthgabort thefunctionalspectrumoflowfrequencycodingvariation
AT yufuli thefunctionalspectrumoflowfrequencycodingvariation
AT indapamitr thefunctionalspectrumoflowfrequencycodingvariation
AT garimellakiran thefunctionalspectrumoflowfrequencycodingvariation
AT gravelsimon thefunctionalspectrumoflowfrequencycodingvariation
AT leongwenfung thefunctionalspectrumoflowfrequencycodingvariation
AT tylersmithchris thefunctionalspectrumoflowfrequencycodingvariation
AT bainbridgematthew thefunctionalspectrumoflowfrequencycodingvariation
AT blackwelltom thefunctionalspectrumoflowfrequencycodingvariation
AT zhengbradleyxiangqun thefunctionalspectrumoflowfrequencycodingvariation
AT chenyuan thefunctionalspectrumoflowfrequencycodingvariation
AT challisdanny thefunctionalspectrumoflowfrequencycodingvariation
AT clarkelaura thefunctionalspectrumoflowfrequencycodingvariation
AT balledwardv thefunctionalspectrumoflowfrequencycodingvariation
AT cibulskiskristian thefunctionalspectrumoflowfrequencycodingvariation
AT cooperdavidn thefunctionalspectrumoflowfrequencycodingvariation
AT fultonbob thefunctionalspectrumoflowfrequencycodingvariation
AT hartlchris thefunctionalspectrumoflowfrequencycodingvariation
AT koboldtdan thefunctionalspectrumoflowfrequencycodingvariation
AT muznydonna thefunctionalspectrumoflowfrequencycodingvariation
AT smithrichard thefunctionalspectrumoflowfrequencycodingvariation
AT sougnezcarrie thefunctionalspectrumoflowfrequencycodingvariation
AT stewartchip thefunctionalspectrumoflowfrequencycodingvariation
AT wardalistair thefunctionalspectrumoflowfrequencycodingvariation
AT yujin thefunctionalspectrumoflowfrequencycodingvariation
AT xueyali thefunctionalspectrumoflowfrequencycodingvariation
AT altshulerdavid thefunctionalspectrumoflowfrequencycodingvariation
AT bustamantecarlosd thefunctionalspectrumoflowfrequencycodingvariation
AT clarkandrewg thefunctionalspectrumoflowfrequencycodingvariation
AT dalymark thefunctionalspectrumoflowfrequencycodingvariation
AT depristomark thefunctionalspectrumoflowfrequencycodingvariation
AT flicekpaul thefunctionalspectrumoflowfrequencycodingvariation
AT gabrielstacey thefunctionalspectrumoflowfrequencycodingvariation
AT mardiselaine thefunctionalspectrumoflowfrequencycodingvariation
AT palotieaarno thefunctionalspectrumoflowfrequencycodingvariation
AT gibbsrichard thefunctionalspectrumoflowfrequencycodingvariation
AT thefunctionalspectrumoflowfrequencycodingvariation
AT marthgabort functionalspectrumoflowfrequencycodingvariation
AT yufuli functionalspectrumoflowfrequencycodingvariation
AT indapamitr functionalspectrumoflowfrequencycodingvariation
AT garimellakiran functionalspectrumoflowfrequencycodingvariation
AT gravelsimon functionalspectrumoflowfrequencycodingvariation
AT leongwenfung functionalspectrumoflowfrequencycodingvariation
AT tylersmithchris functionalspectrumoflowfrequencycodingvariation
AT bainbridgematthew functionalspectrumoflowfrequencycodingvariation
AT blackwelltom functionalspectrumoflowfrequencycodingvariation
AT zhengbradleyxiangqun functionalspectrumoflowfrequencycodingvariation
AT chenyuan functionalspectrumoflowfrequencycodingvariation
AT challisdanny functionalspectrumoflowfrequencycodingvariation
AT clarkelaura functionalspectrumoflowfrequencycodingvariation
AT balledwardv functionalspectrumoflowfrequencycodingvariation
AT cibulskiskristian functionalspectrumoflowfrequencycodingvariation
AT cooperdavidn functionalspectrumoflowfrequencycodingvariation
AT fultonbob functionalspectrumoflowfrequencycodingvariation
AT hartlchris functionalspectrumoflowfrequencycodingvariation
AT koboldtdan functionalspectrumoflowfrequencycodingvariation
AT muznydonna functionalspectrumoflowfrequencycodingvariation
AT smithrichard functionalspectrumoflowfrequencycodingvariation
AT sougnezcarrie functionalspectrumoflowfrequencycodingvariation
AT stewartchip functionalspectrumoflowfrequencycodingvariation
AT wardalistair functionalspectrumoflowfrequencycodingvariation
AT yujin functionalspectrumoflowfrequencycodingvariation
AT xueyali functionalspectrumoflowfrequencycodingvariation
AT altshulerdavid functionalspectrumoflowfrequencycodingvariation
AT bustamantecarlosd functionalspectrumoflowfrequencycodingvariation
AT clarkandrewg functionalspectrumoflowfrequencycodingvariation
AT dalymark functionalspectrumoflowfrequencycodingvariation
AT depristomark functionalspectrumoflowfrequencycodingvariation
AT flicekpaul functionalspectrumoflowfrequencycodingvariation
AT gabrielstacey functionalspectrumoflowfrequencycodingvariation
AT mardiselaine functionalspectrumoflowfrequencycodingvariation
AT palotieaarno functionalspectrumoflowfrequencycodingvariation
AT gibbsrichard functionalspectrumoflowfrequencycodingvariation
AT functionalspectrumoflowfrequencycodingvariation