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Genetic validation of whole-transcriptome sequencing for mapping expression affected by cis-regulatory variation

BACKGROUND: Identifying associations between genotypes and gene expression levels using microarrays has enabled systematic interrogation of regulatory variation underlying complex phenotypes. This approach has vast potential for functional characterization of disease states, but its prohibitive cost...

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Autores principales: Babak, Tomas, Garrett-Engele, Philip, Armour, Christopher D, Raymond, Christopher K, Keller, Mark P, Chen, Ronghua, Rohl, Carol A, Johnson, Jason M, Attie, Alan D, Fraser, Hunter B, Schadt, Eric E
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2010
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3091669/
https://www.ncbi.nlm.nih.gov/pubmed/20707912
http://dx.doi.org/10.1186/1471-2164-11-473
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author Babak, Tomas
Garrett-Engele, Philip
Armour, Christopher D
Raymond, Christopher K
Keller, Mark P
Chen, Ronghua
Rohl, Carol A
Johnson, Jason M
Attie, Alan D
Fraser, Hunter B
Schadt, Eric E
author_facet Babak, Tomas
Garrett-Engele, Philip
Armour, Christopher D
Raymond, Christopher K
Keller, Mark P
Chen, Ronghua
Rohl, Carol A
Johnson, Jason M
Attie, Alan D
Fraser, Hunter B
Schadt, Eric E
author_sort Babak, Tomas
collection PubMed
description BACKGROUND: Identifying associations between genotypes and gene expression levels using microarrays has enabled systematic interrogation of regulatory variation underlying complex phenotypes. This approach has vast potential for functional characterization of disease states, but its prohibitive cost, given hundreds to thousands of individual samples from populations have to be genotyped and expression profiled, has limited its widespread application. RESULTS: Here we demonstrate that genomic regions with allele-specific expression (ASE) detected by sequencing cDNA are highly enriched for cis-acting expression quantitative trait loci (cis-eQTL) identified by profiling of 500 animals in parallel, with up to 90% agreement on the allele that is preferentially expressed. We also observed widespread noncoding and antisense ASE and identified several allele-specific alternative splicing variants. CONCLUSION: Monitoring ASE by sequencing cDNA from as little as one sample is a practical alternative to expression genetics for mapping cis-acting variation that regulates RNA transcription and processing.
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spelling pubmed-30916692011-05-12 Genetic validation of whole-transcriptome sequencing for mapping expression affected by cis-regulatory variation Babak, Tomas Garrett-Engele, Philip Armour, Christopher D Raymond, Christopher K Keller, Mark P Chen, Ronghua Rohl, Carol A Johnson, Jason M Attie, Alan D Fraser, Hunter B Schadt, Eric E BMC Genomics Methodology Article BACKGROUND: Identifying associations between genotypes and gene expression levels using microarrays has enabled systematic interrogation of regulatory variation underlying complex phenotypes. This approach has vast potential for functional characterization of disease states, but its prohibitive cost, given hundreds to thousands of individual samples from populations have to be genotyped and expression profiled, has limited its widespread application. RESULTS: Here we demonstrate that genomic regions with allele-specific expression (ASE) detected by sequencing cDNA are highly enriched for cis-acting expression quantitative trait loci (cis-eQTL) identified by profiling of 500 animals in parallel, with up to 90% agreement on the allele that is preferentially expressed. We also observed widespread noncoding and antisense ASE and identified several allele-specific alternative splicing variants. CONCLUSION: Monitoring ASE by sequencing cDNA from as little as one sample is a practical alternative to expression genetics for mapping cis-acting variation that regulates RNA transcription and processing. BioMed Central 2010-08-13 /pmc/articles/PMC3091669/ /pubmed/20707912 http://dx.doi.org/10.1186/1471-2164-11-473 Text en Copyright ©2010 Babak 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 Methodology Article
Babak, Tomas
Garrett-Engele, Philip
Armour, Christopher D
Raymond, Christopher K
Keller, Mark P
Chen, Ronghua
Rohl, Carol A
Johnson, Jason M
Attie, Alan D
Fraser, Hunter B
Schadt, Eric E
Genetic validation of whole-transcriptome sequencing for mapping expression affected by cis-regulatory variation
title Genetic validation of whole-transcriptome sequencing for mapping expression affected by cis-regulatory variation
title_full Genetic validation of whole-transcriptome sequencing for mapping expression affected by cis-regulatory variation
title_fullStr Genetic validation of whole-transcriptome sequencing for mapping expression affected by cis-regulatory variation
title_full_unstemmed Genetic validation of whole-transcriptome sequencing for mapping expression affected by cis-regulatory variation
title_short Genetic validation of whole-transcriptome sequencing for mapping expression affected by cis-regulatory variation
title_sort genetic validation of whole-transcriptome sequencing for mapping expression affected by cis-regulatory variation
topic Methodology Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3091669/
https://www.ncbi.nlm.nih.gov/pubmed/20707912
http://dx.doi.org/10.1186/1471-2164-11-473
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