Cargando…

Cell Specific eQTL Analysis without Sorting Cells

The functional consequences of trait associated SNPs are often investigated using expression quantitative trait locus (eQTL) mapping. While trait-associated variants may operate in a cell-type specific manner, eQTL datasets for such cell-types may not always be available. We performed a genome-envir...

Descripción completa

Detalles Bibliográficos
Autores principales: Westra, Harm-Jan, Arends, Danny, Esko, Tõnu, Peters, Marjolein J., Schurmann, Claudia, Schramm, Katharina, Kettunen, Johannes, Yaghootkar, Hanieh, Fairfax, Benjamin P., Andiappan, Anand Kumar, Li, Yang, Fu, Jingyuan, Karjalainen, Juha, Platteel, Mathieu, Visschedijk, Marijn, Weersma, Rinse K., Kasela, Silva, Milani, Lili, Tserel, Liina, Peterson, Pärt, Reinmaa, Eva, Hofman, Albert, Uitterlinden, André G., Rivadeneira, Fernando, Homuth, Georg, Petersmann, Astrid, Lorbeer, Roberto, Prokisch, Holger, Meitinger, Thomas, Herder, Christian, Roden, Michael, Grallert, Harald, Ripatti, Samuli, Perola, Markus, Wood, Andrew R., Melzer, David, Ferrucci, Luigi, Singleton, Andrew B., Hernandez, Dena G., Knight, Julian C., Melchiotti, Rossella, Lee, Bernett, Poidinger, Michael, Zolezzi, Francesca, Larbi, Anis, Wang, De Yun, van den Berg, Leonard H., Veldink, Jan H., Rotzschke, Olaf, Makino, Seiko, Salomaa, Veikko, Strauch, Konstantin, Völker, Uwe, van Meurs, Joyce B. J., Metspalu, Andres, Wijmenga, Cisca, Jansen, Ritsert C., Franke, Lude
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4425538/
https://www.ncbi.nlm.nih.gov/pubmed/25955312
http://dx.doi.org/10.1371/journal.pgen.1005223
_version_ 1782370500925718528
author Westra, Harm-Jan
Arends, Danny
Esko, Tõnu
Peters, Marjolein J.
Schurmann, Claudia
Schramm, Katharina
Kettunen, Johannes
Yaghootkar, Hanieh
Fairfax, Benjamin P.
Andiappan, Anand Kumar
Li, Yang
Fu, Jingyuan
Karjalainen, Juha
Platteel, Mathieu
Visschedijk, Marijn
Weersma, Rinse K.
Kasela, Silva
Milani, Lili
Tserel, Liina
Peterson, Pärt
Reinmaa, Eva
Hofman, Albert
Uitterlinden, André G.
Rivadeneira, Fernando
Homuth, Georg
Petersmann, Astrid
Lorbeer, Roberto
Prokisch, Holger
Meitinger, Thomas
Herder, Christian
Roden, Michael
Grallert, Harald
Ripatti, Samuli
Perola, Markus
Wood, Andrew R.
Melzer, David
Ferrucci, Luigi
Singleton, Andrew B.
Hernandez, Dena G.
Knight, Julian C.
Melchiotti, Rossella
Lee, Bernett
Poidinger, Michael
Zolezzi, Francesca
Larbi, Anis
Wang, De Yun
van den Berg, Leonard H.
Veldink, Jan H.
Rotzschke, Olaf
Makino, Seiko
Salomaa, Veikko
Strauch, Konstantin
Völker, Uwe
van Meurs, Joyce B. J.
Metspalu, Andres
Wijmenga, Cisca
Jansen, Ritsert C.
Franke, Lude
author_facet Westra, Harm-Jan
Arends, Danny
Esko, Tõnu
Peters, Marjolein J.
Schurmann, Claudia
Schramm, Katharina
Kettunen, Johannes
Yaghootkar, Hanieh
Fairfax, Benjamin P.
Andiappan, Anand Kumar
Li, Yang
Fu, Jingyuan
Karjalainen, Juha
Platteel, Mathieu
Visschedijk, Marijn
Weersma, Rinse K.
Kasela, Silva
Milani, Lili
Tserel, Liina
Peterson, Pärt
Reinmaa, Eva
Hofman, Albert
Uitterlinden, André G.
Rivadeneira, Fernando
Homuth, Georg
Petersmann, Astrid
Lorbeer, Roberto
Prokisch, Holger
Meitinger, Thomas
Herder, Christian
Roden, Michael
Grallert, Harald
Ripatti, Samuli
Perola, Markus
Wood, Andrew R.
Melzer, David
Ferrucci, Luigi
Singleton, Andrew B.
Hernandez, Dena G.
Knight, Julian C.
Melchiotti, Rossella
Lee, Bernett
Poidinger, Michael
Zolezzi, Francesca
Larbi, Anis
Wang, De Yun
van den Berg, Leonard H.
Veldink, Jan H.
Rotzschke, Olaf
Makino, Seiko
Salomaa, Veikko
Strauch, Konstantin
Völker, Uwe
van Meurs, Joyce B. J.
Metspalu, Andres
Wijmenga, Cisca
Jansen, Ritsert C.
Franke, Lude
author_sort Westra, Harm-Jan
collection PubMed
description The functional consequences of trait associated SNPs are often investigated using expression quantitative trait locus (eQTL) mapping. While trait-associated variants may operate in a cell-type specific manner, eQTL datasets for such cell-types may not always be available. We performed a genome-environment interaction (GxE) meta-analysis on data from 5,683 samples to infer the cell type specificity of whole blood cis-eQTLs. We demonstrate that this method is able to predict neutrophil and lymphocyte specific cis-eQTLs and replicate these predictions in independent cell-type specific datasets. Finally, we show that SNPs associated with Crohn’s disease preferentially affect gene expression within neutrophils, including the archetypal NOD2 locus.
format Online
Article
Text
id pubmed-4425538
institution National Center for Biotechnology Information
language English
publishDate 2015
publisher Public Library of Science
record_format MEDLINE/PubMed
spelling pubmed-44255382015-05-21 Cell Specific eQTL Analysis without Sorting Cells Westra, Harm-Jan Arends, Danny Esko, Tõnu Peters, Marjolein J. Schurmann, Claudia Schramm, Katharina Kettunen, Johannes Yaghootkar, Hanieh Fairfax, Benjamin P. Andiappan, Anand Kumar Li, Yang Fu, Jingyuan Karjalainen, Juha Platteel, Mathieu Visschedijk, Marijn Weersma, Rinse K. Kasela, Silva Milani, Lili Tserel, Liina Peterson, Pärt Reinmaa, Eva Hofman, Albert Uitterlinden, André G. Rivadeneira, Fernando Homuth, Georg Petersmann, Astrid Lorbeer, Roberto Prokisch, Holger Meitinger, Thomas Herder, Christian Roden, Michael Grallert, Harald Ripatti, Samuli Perola, Markus Wood, Andrew R. Melzer, David Ferrucci, Luigi Singleton, Andrew B. Hernandez, Dena G. Knight, Julian C. Melchiotti, Rossella Lee, Bernett Poidinger, Michael Zolezzi, Francesca Larbi, Anis Wang, De Yun van den Berg, Leonard H. Veldink, Jan H. Rotzschke, Olaf Makino, Seiko Salomaa, Veikko Strauch, Konstantin Völker, Uwe van Meurs, Joyce B. J. Metspalu, Andres Wijmenga, Cisca Jansen, Ritsert C. Franke, Lude PLoS Genet Research Article The functional consequences of trait associated SNPs are often investigated using expression quantitative trait locus (eQTL) mapping. While trait-associated variants may operate in a cell-type specific manner, eQTL datasets for such cell-types may not always be available. We performed a genome-environment interaction (GxE) meta-analysis on data from 5,683 samples to infer the cell type specificity of whole blood cis-eQTLs. We demonstrate that this method is able to predict neutrophil and lymphocyte specific cis-eQTLs and replicate these predictions in independent cell-type specific datasets. Finally, we show that SNPs associated with Crohn’s disease preferentially affect gene expression within neutrophils, including the archetypal NOD2 locus. Public Library of Science 2015-05-08 /pmc/articles/PMC4425538/ /pubmed/25955312 http://dx.doi.org/10.1371/journal.pgen.1005223 Text en https://creativecommons.org/publicdomain/zero/1.0/ This is an open-access article distributed under the terms of the Creative Commons Public Domain declaration, which stipulates that, once placed in the public domain, this work may be freely reproduced, distributed, transmitted, modified, built upon, or otherwise used by anyone for any lawful purpose.
spellingShingle Research Article
Westra, Harm-Jan
Arends, Danny
Esko, Tõnu
Peters, Marjolein J.
Schurmann, Claudia
Schramm, Katharina
Kettunen, Johannes
Yaghootkar, Hanieh
Fairfax, Benjamin P.
Andiappan, Anand Kumar
Li, Yang
Fu, Jingyuan
Karjalainen, Juha
Platteel, Mathieu
Visschedijk, Marijn
Weersma, Rinse K.
Kasela, Silva
Milani, Lili
Tserel, Liina
Peterson, Pärt
Reinmaa, Eva
Hofman, Albert
Uitterlinden, André G.
Rivadeneira, Fernando
Homuth, Georg
Petersmann, Astrid
Lorbeer, Roberto
Prokisch, Holger
Meitinger, Thomas
Herder, Christian
Roden, Michael
Grallert, Harald
Ripatti, Samuli
Perola, Markus
Wood, Andrew R.
Melzer, David
Ferrucci, Luigi
Singleton, Andrew B.
Hernandez, Dena G.
Knight, Julian C.
Melchiotti, Rossella
Lee, Bernett
Poidinger, Michael
Zolezzi, Francesca
Larbi, Anis
Wang, De Yun
van den Berg, Leonard H.
Veldink, Jan H.
Rotzschke, Olaf
Makino, Seiko
Salomaa, Veikko
Strauch, Konstantin
Völker, Uwe
van Meurs, Joyce B. J.
Metspalu, Andres
Wijmenga, Cisca
Jansen, Ritsert C.
Franke, Lude
Cell Specific eQTL Analysis without Sorting Cells
title Cell Specific eQTL Analysis without Sorting Cells
title_full Cell Specific eQTL Analysis without Sorting Cells
title_fullStr Cell Specific eQTL Analysis without Sorting Cells
title_full_unstemmed Cell Specific eQTL Analysis without Sorting Cells
title_short Cell Specific eQTL Analysis without Sorting Cells
title_sort cell specific eqtl analysis without sorting cells
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4425538/
https://www.ncbi.nlm.nih.gov/pubmed/25955312
http://dx.doi.org/10.1371/journal.pgen.1005223
work_keys_str_mv AT westraharmjan cellspecificeqtlanalysiswithoutsortingcells
AT arendsdanny cellspecificeqtlanalysiswithoutsortingcells
AT eskotonu cellspecificeqtlanalysiswithoutsortingcells
AT petersmarjoleinj cellspecificeqtlanalysiswithoutsortingcells
AT schurmannclaudia cellspecificeqtlanalysiswithoutsortingcells
AT schrammkatharina cellspecificeqtlanalysiswithoutsortingcells
AT kettunenjohannes cellspecificeqtlanalysiswithoutsortingcells
AT yaghootkarhanieh cellspecificeqtlanalysiswithoutsortingcells
AT fairfaxbenjaminp cellspecificeqtlanalysiswithoutsortingcells
AT andiappananandkumar cellspecificeqtlanalysiswithoutsortingcells
AT liyang cellspecificeqtlanalysiswithoutsortingcells
AT fujingyuan cellspecificeqtlanalysiswithoutsortingcells
AT karjalainenjuha cellspecificeqtlanalysiswithoutsortingcells
AT platteelmathieu cellspecificeqtlanalysiswithoutsortingcells
AT visschedijkmarijn cellspecificeqtlanalysiswithoutsortingcells
AT weersmarinsek cellspecificeqtlanalysiswithoutsortingcells
AT kaselasilva cellspecificeqtlanalysiswithoutsortingcells
AT milanilili cellspecificeqtlanalysiswithoutsortingcells
AT tserelliina cellspecificeqtlanalysiswithoutsortingcells
AT petersonpart cellspecificeqtlanalysiswithoutsortingcells
AT reinmaaeva cellspecificeqtlanalysiswithoutsortingcells
AT hofmanalbert cellspecificeqtlanalysiswithoutsortingcells
AT uitterlindenandreg cellspecificeqtlanalysiswithoutsortingcells
AT rivadeneirafernando cellspecificeqtlanalysiswithoutsortingcells
AT homuthgeorg cellspecificeqtlanalysiswithoutsortingcells
AT petersmannastrid cellspecificeqtlanalysiswithoutsortingcells
AT lorbeerroberto cellspecificeqtlanalysiswithoutsortingcells
AT prokischholger cellspecificeqtlanalysiswithoutsortingcells
AT meitingerthomas cellspecificeqtlanalysiswithoutsortingcells
AT herderchristian cellspecificeqtlanalysiswithoutsortingcells
AT rodenmichael cellspecificeqtlanalysiswithoutsortingcells
AT grallertharald cellspecificeqtlanalysiswithoutsortingcells
AT ripattisamuli cellspecificeqtlanalysiswithoutsortingcells
AT perolamarkus cellspecificeqtlanalysiswithoutsortingcells
AT woodandrewr cellspecificeqtlanalysiswithoutsortingcells
AT melzerdavid cellspecificeqtlanalysiswithoutsortingcells
AT ferrucciluigi cellspecificeqtlanalysiswithoutsortingcells
AT singletonandrewb cellspecificeqtlanalysiswithoutsortingcells
AT hernandezdenag cellspecificeqtlanalysiswithoutsortingcells
AT knightjulianc cellspecificeqtlanalysiswithoutsortingcells
AT melchiottirossella cellspecificeqtlanalysiswithoutsortingcells
AT leebernett cellspecificeqtlanalysiswithoutsortingcells
AT poidingermichael cellspecificeqtlanalysiswithoutsortingcells
AT zolezzifrancesca cellspecificeqtlanalysiswithoutsortingcells
AT larbianis cellspecificeqtlanalysiswithoutsortingcells
AT wangdeyun cellspecificeqtlanalysiswithoutsortingcells
AT vandenbergleonardh cellspecificeqtlanalysiswithoutsortingcells
AT veldinkjanh cellspecificeqtlanalysiswithoutsortingcells
AT rotzschkeolaf cellspecificeqtlanalysiswithoutsortingcells
AT makinoseiko cellspecificeqtlanalysiswithoutsortingcells
AT salomaaveikko cellspecificeqtlanalysiswithoutsortingcells
AT strauchkonstantin cellspecificeqtlanalysiswithoutsortingcells
AT volkeruwe cellspecificeqtlanalysiswithoutsortingcells
AT vanmeursjoycebj cellspecificeqtlanalysiswithoutsortingcells
AT metspaluandres cellspecificeqtlanalysiswithoutsortingcells
AT wijmengacisca cellspecificeqtlanalysiswithoutsortingcells
AT jansenritsertc cellspecificeqtlanalysiswithoutsortingcells
AT frankelude cellspecificeqtlanalysiswithoutsortingcells