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spelling doaj-f8560d082fc3446faee8ddcbcfa995fc2020-11-24T21:51:08ZengPublic Library of Science (PLoS)PLoS Genetics1553-73901553-74042015-03-01113e100503510.1371/journal.pgen.1005035A meta-analysis of gene expression signatures of blood pressure and hypertension.Tianxiao HuanTõnu EskoMarjolein J PetersLuke C PillingKatharina SchrammClaudia SchurmannBrian H ChenChunyu LiuRoby JoehanesAndrew D JohnsonChen YaoSai-Xia YingPaul CourchesneLili MilaniNalini RaghavachariRichard WangPoching LiuEva ReinmaaAbbas DehghanAlbert HofmanAndré G UitterlindenDena G HernandezStefania BandinelliAndrew SingletonDavid MelzerAndres MetspaluMaren CarstensenHarald GrallertChristian HerderThomas MeitingerAnnette PetersMichael RodenMelanie WaldenbergerMarcus DörrStephan B FelixTanja ZellerInternational Consortium for Blood Pressure GWAS (ICBP)Ramachandran VasanChristopher J O'DonnellPeter J MunsonXia YangHolger ProkischUwe VölkerJoyce B J van MeursLuigi FerrucciDaniel LevyGenome-wide association studies (GWAS) have uncovered numerous genetic variants (SNPs) that are associated with blood pressure (BP). Genetic variants may lead to BP changes by acting on intermediate molecular phenotypes such as coded protein sequence or gene expression, which in turn affect BP variability. Therefore, characterizing genes whose expression is associated with BP may reveal cellular processes involved in BP regulation and uncover how transcripts mediate genetic and environmental effects on BP variability. A meta-analysis of results from six studies of global gene expression profiles of BP and hypertension in whole blood was performed in 7017 individuals who were not receiving antihypertensive drug treatment. We identified 34 genes that were differentially expressed in relation to BP (Bonferroni-corrected p<0.05). Among these genes, FOS and PTGS2 have been previously reported to be involved in BP-related processes; the others are novel. The top BP signature genes in aggregate explain 5%-9% of inter-individual variance in BP. Of note, rs3184504 in SH2B3, which was also reported in GWAS to be associated with BP, was found to be a trans regulator of the expression of 6 of the transcripts we found to be associated with BP (FOS, MYADM, PP1R15A, TAGAP, S100A10, and FGBP2). Gene set enrichment analysis suggested that the BP-related global gene expression changes include genes involved in inflammatory response and apoptosis pathways. Our study provides new insights into molecular mechanisms underlying BP regulation, and suggests novel transcriptomic markers for the treatment and prevention of hypertension.http://europepmc.org/articles/PMC4365001?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Tianxiao Huan
Tõnu Esko
Marjolein J Peters
Luke C Pilling
Katharina Schramm
Claudia Schurmann
Brian H Chen
Chunyu Liu
Roby Joehanes
Andrew D Johnson
Chen Yao
Sai-Xia Ying
Paul Courchesne
Lili Milani
Nalini Raghavachari
Richard Wang
Poching Liu
Eva Reinmaa
Abbas Dehghan
Albert Hofman
André G Uitterlinden
Dena G Hernandez
Stefania Bandinelli
Andrew Singleton
David Melzer
Andres Metspalu
Maren Carstensen
Harald Grallert
Christian Herder
Thomas Meitinger
Annette Peters
Michael Roden
Melanie Waldenberger
Marcus Dörr
Stephan B Felix
Tanja Zeller
International Consortium for Blood Pressure GWAS (ICBP)
Ramachandran Vasan
Christopher J O'Donnell
Peter J Munson
Xia Yang
Holger Prokisch
Uwe Völker
Joyce B J van Meurs
Luigi Ferrucci
Daniel Levy
spellingShingle Tianxiao Huan
Tõnu Esko
Marjolein J Peters
Luke C Pilling
Katharina Schramm
Claudia Schurmann
Brian H Chen
Chunyu Liu
Roby Joehanes
Andrew D Johnson
Chen Yao
Sai-Xia Ying
Paul Courchesne
Lili Milani
Nalini Raghavachari
Richard Wang
Poching Liu
Eva Reinmaa
Abbas Dehghan
Albert Hofman
André G Uitterlinden
Dena G Hernandez
Stefania Bandinelli
Andrew Singleton
David Melzer
Andres Metspalu
Maren Carstensen
Harald Grallert
Christian Herder
Thomas Meitinger
Annette Peters
Michael Roden
Melanie Waldenberger
Marcus Dörr
Stephan B Felix
Tanja Zeller
International Consortium for Blood Pressure GWAS (ICBP)
Ramachandran Vasan
Christopher J O'Donnell
Peter J Munson
Xia Yang
Holger Prokisch
Uwe Völker
Joyce B J van Meurs
Luigi Ferrucci
Daniel Levy
A meta-analysis of gene expression signatures of blood pressure and hypertension.
PLoS Genetics
author_facet Tianxiao Huan
Tõnu Esko
Marjolein J Peters
Luke C Pilling
Katharina Schramm
Claudia Schurmann
Brian H Chen
Chunyu Liu
Roby Joehanes
Andrew D Johnson
Chen Yao
Sai-Xia Ying
Paul Courchesne
Lili Milani
Nalini Raghavachari
Richard Wang
Poching Liu
Eva Reinmaa
Abbas Dehghan
Albert Hofman
André G Uitterlinden
Dena G Hernandez
Stefania Bandinelli
Andrew Singleton
David Melzer
Andres Metspalu
Maren Carstensen
Harald Grallert
Christian Herder
Thomas Meitinger
Annette Peters
Michael Roden
Melanie Waldenberger
Marcus Dörr
Stephan B Felix
Tanja Zeller
International Consortium for Blood Pressure GWAS (ICBP)
Ramachandran Vasan
Christopher J O'Donnell
Peter J Munson
Xia Yang
Holger Prokisch
Uwe Völker
Joyce B J van Meurs
Luigi Ferrucci
Daniel Levy
author_sort Tianxiao Huan
title A meta-analysis of gene expression signatures of blood pressure and hypertension.
title_short A meta-analysis of gene expression signatures of blood pressure and hypertension.
title_full A meta-analysis of gene expression signatures of blood pressure and hypertension.
title_fullStr A meta-analysis of gene expression signatures of blood pressure and hypertension.
title_full_unstemmed A meta-analysis of gene expression signatures of blood pressure and hypertension.
title_sort meta-analysis of gene expression signatures of blood pressure and hypertension.
publisher Public Library of Science (PLoS)
series PLoS Genetics
issn 1553-7390
1553-7404
publishDate 2015-03-01
description Genome-wide association studies (GWAS) have uncovered numerous genetic variants (SNPs) that are associated with blood pressure (BP). Genetic variants may lead to BP changes by acting on intermediate molecular phenotypes such as coded protein sequence or gene expression, which in turn affect BP variability. Therefore, characterizing genes whose expression is associated with BP may reveal cellular processes involved in BP regulation and uncover how transcripts mediate genetic and environmental effects on BP variability. A meta-analysis of results from six studies of global gene expression profiles of BP and hypertension in whole blood was performed in 7017 individuals who were not receiving antihypertensive drug treatment. We identified 34 genes that were differentially expressed in relation to BP (Bonferroni-corrected p<0.05). Among these genes, FOS and PTGS2 have been previously reported to be involved in BP-related processes; the others are novel. The top BP signature genes in aggregate explain 5%-9% of inter-individual variance in BP. Of note, rs3184504 in SH2B3, which was also reported in GWAS to be associated with BP, was found to be a trans regulator of the expression of 6 of the transcripts we found to be associated with BP (FOS, MYADM, PP1R15A, TAGAP, S100A10, and FGBP2). Gene set enrichment analysis suggested that the BP-related global gene expression changes include genes involved in inflammatory response and apoptosis pathways. Our study provides new insights into molecular mechanisms underlying BP regulation, and suggests novel transcriptomic markers for the treatment and prevention of hypertension.
url http://europepmc.org/articles/PMC4365001?pdf=render
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