Abstract
Genome-wide association studies have identified many genetic variants associated with complex traits. However, at only a minority of loci have the molecular mechanisms mediating these associations been characterized. In parallel, whereas cis regulatory patterns of gene expression have been extensively explored, the identification of trans regulatory effects in humans has attracted less attention. Here we show that the type 2 diabetes and high-density lipoprotein cholesterol-associated cis-acting expression quantitative trait locus (eQTL) of the maternally expressed transcription factor KLF14 acts as a master trans regulator of adipose gene expression. Expression levels of genes regulated by this trans-eQTL are highly correlated with concurrently measured metabolic traits, and a subset of the trans-regulated genes harbor variants directly associated with metabolic phenotypes. This trans-eQTL network provides a mechanistic understanding of the effect of the KLF14 locus on metabolic disease risk and offers a potential model for other complex traits.
MeSH Terms
Adipose Tissue/metabolism
Cholesterol, HDL/genetics
Diabetes Mellitus, Type 2/genetics
Female
Gene Expression Regulation
Genome-Wide Association Study
Genomic Imprinting
Humans
Kruppel-Like Transcription Factors
Phenotype
Polymorphism, Single Nucleotide
Quantitative Trait Loci
Sp Transcription Factors/genetics
Chemicals
Cholesterol, HDL
KLF14 protein, human
Kruppel-Like Transcription Factors
Sp Transcription Factors
Authors & Affiliations
21 authors, click to expand affiliations / ORCID
Small Kerrin S
Department of Twin Research and Genetic Epidemiology, King's College London, London, UK.
Hedman Asa K
Grundberg Elin
Nica Alexandra C
Thorleifsson Gudmar
Kong Augustine
Thorsteindottir Unnur
Shin So-Youn
Richards Hannah B
GIANT Consortium
MAGIC Investigators
DIAGRAM Consortium
Soranzo Nicole
Ahmadi Kourosh R
Lindgren Cecilia M
Stefansson Kari
Dermitzakis Emmanouil T
Deloukas Panos
Spector Timothy D
McCarthy Mark I
MuTHER Consortium
Investigators
200 investigators, click to expand
Ahmadi Kourosh R
Ainali Chrysanthi
Barrett Amy
Bataille Veronique
Bell Jordana T
Buil Alfonso
Deloukas Panos
Deermitzakis Emmanoil T
Dimas Antigone S
Durban Richard
Glass Daniel
Grundberg Elin
Hassanali Neelam
Hedman Åsa K
Ingle Catherine
Knowles David
Krestyaninova Maria
Lindgren Cecilia M
Lowe Christopher E
McCarthy Mark I
Meduri Eshwar
di Meglio Paola
Min Josine L
Montgomery Stephen B
Nestle Frank O
Nica Alexandra C
Nisbet James
O'Rahilly Stephen
Parts Leopold
Potter Simon
Sekowska Magdalena
Shin So-Youn
Small Kerrin S
Soranzo Nicole
Spector Tim D
Surdulescu Gabriela
Travers Mary E
Tsaprouni Loukia
Tsoka Sophia
Wilk Alicja
Yang Tsun-Po
Zondervan Krina T
Voight Benjamin F
Scott Laura J
Steinthorsdottir Valgerdur
Morris Andrew P
Dina Christian
Welch Ryan P
Zeggini Eleftheria
Huth Cornelia
Aulchenko Yurii S
Thorleifsson Gudmar
McCulloch Laura J
Ferreira Teresa
Grallert Harald
Amin Najaf
Wu Guanming
Willer Cristen J
Raychaudhuri Soumya
McCarroll Steve A
Langenberg Claudia
Hoffman Oliver M
Dupuis Josée
Qi Lu
Segrè Ayellet V
van Hoek Mandy
Navarro Pau
Ardlie Kristin
Balkau Beverley
Benediktsson Rafn
Bennett Amanda J
Blagieva Roza
Boerwinkle Eric
Bonnycastle Lori L
Boström Kristina Bengtsson
Bravenboer Bert
Bumpstead Suzannah
Burtt Noël P
Charpentier Guillaume
Chines Peter S
Cornelis Marilyn
Couper David J
Crawford Gabe
Doney Alex S F
Elliott Katherine S
Elliott Amanda L
Erdos Michael R
Fox Caroline S
Franklin Christopher S
Ganser Martha
Gieger Christian
Grarup Niels
Green Todd
Griffin Simon
Groves Christopher J
Guiducci Candace
Hadjadj Samy
Hassanali Neelam
Herder Christian
Isomaa Bo
Jackson Anne U
Johnson Paul R V
Jørgensen Torben
Kao Wen H L
Klopp Norman
Kong Augustine
Kraft Peter
Kuusisto Johanna
Lauritzen Torsten
Li Man
Lieverse Aloysius
Lindgren Cecilia M
Lyssenko Valeriya
Marre Michel
Meitinger Thomas
Midthjell Kristian
Morken Mario A
Narisu Narisu
Nilsson Peter
Owen Katharine R
Payne Felicity
Perry John R B
Petersen Ann-Kristin
Platou Carl
Proença Christine
Prokopenko Inga
Rathmann Wolfgang
Rayner N William
Robertson Neal R
Rocheleau Ghislain
Roden Michael
Sampson Michael J
Saxena Richa
Shields Beverley M
Shrader Peter
Sigurdsson Gunnar
Sparsø Thomas
Strassburger Klaus
Stringham Heather M
Sun Qi
Swift Amy J
Thorand Barbara
Tichet Jean
Tuomi Tiinamaija
van Dam Rob M
van Haeften Timon W
van Herpt Thijs
van Vliet-Ostaptchouk Jana V
Walters G Bragi
Weedon Michael N
Wijmenga Cisca
Witteman Jacqueline
Bergman Richard N
Cauchi Stephane
Collins Francis S
Gloyn Anna L
Gyllensten Ulf
Hansen Torben
Hide Winston A
Hitman Graham A
Hofman Albert
Hunter David J
Hveem Kristian
Laakso Markku
Mohlke Karen L
Morris Andrew D
Palmer Colin N A
Pramstaller Peter P
Rudan Igor
Sijbrands Eric
Stein Lincoln D
Tuomilehto Jaakko
Uitterlinden Andre
Walker Mark
Wareham Nicholas J
Watanabe Richard M
Abecasis Goncalo R
O Boehm Bernhard O
Campbell Harry
Daly Mark J
Hattersley Andrew T
Hu Frank B
Meigs James B
Pankow James S
Pedersen Oluf
Wichman H-Erich
Barroso Inês
Florez Jose C
Frayling Timothy M
Groop Leif
Sladek Rob
Thorsteinsdottir Unnur
Wilson James F
Illig Thomas
Froguel Philippe
van Duijn Cornelia M
Stefansson Kari
Altshuler David
Boehnke Michael
McCarthy Mark I
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