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Sequence Polymorphisms Cause Many False cis eQTLs

Many investigations have reported the successful mapping of quantitative trait loci (QTLs) for gene expression phenotypes (eQTLs). Local eQTLs, where expression phenotypes map to the genes themselves, are of especially great interest, because they are direct candidates for previously mapped physiolo...

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Autores principales: Alberts, Rudi, Terpstra, Peter, Li, Yang, Breitling, Rainer, Nap, Jan-Peter, Jansen, Ritsert C.
Formato: Texto
Lenguaje:English
Publicado: Public Library of Science 2007
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1906859/
https://www.ncbi.nlm.nih.gov/pubmed/17637838
http://dx.doi.org/10.1371/journal.pone.0000622
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author Alberts, Rudi
Terpstra, Peter
Li, Yang
Breitling, Rainer
Nap, Jan-Peter
Jansen, Ritsert C.
author_facet Alberts, Rudi
Terpstra, Peter
Li, Yang
Breitling, Rainer
Nap, Jan-Peter
Jansen, Ritsert C.
author_sort Alberts, Rudi
collection PubMed
description Many investigations have reported the successful mapping of quantitative trait loci (QTLs) for gene expression phenotypes (eQTLs). Local eQTLs, where expression phenotypes map to the genes themselves, are of especially great interest, because they are direct candidates for previously mapped physiological QTLs. Here we show that many mapped local eQTLs in genetical genomics experiments do not reflect actual expression differences caused by sequence polymorphisms in cis-acting factors changing mRNA levels. Instead they indicate hybridization differences caused by sequence polymorphisms in the mRNA region that is targeted by the microarray probes. Many such polymorphisms can be detected by a sensitive and novel statistical approach that takes the individual probe signals into account. Applying this approach to recent mouse and human eQTL data, we demonstrate that indeed many local eQTLs are falsely reported as “cis-acting” or “cis” and can be successfully detected and eliminated with this approach.
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spelling pubmed-19068592007-07-18 Sequence Polymorphisms Cause Many False cis eQTLs Alberts, Rudi Terpstra, Peter Li, Yang Breitling, Rainer Nap, Jan-Peter Jansen, Ritsert C. PLoS One Research Article Many investigations have reported the successful mapping of quantitative trait loci (QTLs) for gene expression phenotypes (eQTLs). Local eQTLs, where expression phenotypes map to the genes themselves, are of especially great interest, because they are direct candidates for previously mapped physiological QTLs. Here we show that many mapped local eQTLs in genetical genomics experiments do not reflect actual expression differences caused by sequence polymorphisms in cis-acting factors changing mRNA levels. Instead they indicate hybridization differences caused by sequence polymorphisms in the mRNA region that is targeted by the microarray probes. Many such polymorphisms can be detected by a sensitive and novel statistical approach that takes the individual probe signals into account. Applying this approach to recent mouse and human eQTL data, we demonstrate that indeed many local eQTLs are falsely reported as “cis-acting” or “cis” and can be successfully detected and eliminated with this approach. Public Library of Science 2007-07-18 /pmc/articles/PMC1906859/ /pubmed/17637838 http://dx.doi.org/10.1371/journal.pone.0000622 Text en Alberts et al. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Alberts, Rudi
Terpstra, Peter
Li, Yang
Breitling, Rainer
Nap, Jan-Peter
Jansen, Ritsert C.
Sequence Polymorphisms Cause Many False cis eQTLs
title Sequence Polymorphisms Cause Many False cis eQTLs
title_full Sequence Polymorphisms Cause Many False cis eQTLs
title_fullStr Sequence Polymorphisms Cause Many False cis eQTLs
title_full_unstemmed Sequence Polymorphisms Cause Many False cis eQTLs
title_short Sequence Polymorphisms Cause Many False cis eQTLs
title_sort sequence polymorphisms cause many false cis eqtls
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC1906859/
https://www.ncbi.nlm.nih.gov/pubmed/17637838
http://dx.doi.org/10.1371/journal.pone.0000622
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