TY - JOUR
T1 - Genetic effects on liver chromatin accessibility identify disease regulatory variants
AU - NISC Comparative Sequencing Program
AU - Currin, Kevin W.
AU - Erdos, Michael R.
AU - Narisu, Narisu
AU - Rai, Vivek
AU - Vadlamudi, Swarooparani
AU - Perrin, Hannah J.
AU - Idol, Jacqueline R.
AU - Yan, Tingfen
AU - Albanus, Ricardo D.Oliveira
AU - Broadaway, K. Alaine
AU - Etheridge, Amy S.
AU - Bonnycastle, Lori L.
AU - Orchard, Peter
AU - Didion, John P.
AU - Chaudhry, Amarjit S.
AU - Barnabas, Beatrice B.
AU - Black, Sean
AU - Bouffard, Gerard G.
AU - Brooks, Shelise Y.
AU - Coleman, Holly
AU - Dekhtyar, Lyudmila
AU - Han, Joel
AU - Ho, Shi ling
AU - Kim, Juyun
AU - Legaspi, Richelle
AU - Maduro, Quino L.
AU - Masiello, Catherine A.
AU - McDowell, Jennifer C.
AU - Montemayor, Casandra
AU - Mullikin, James C.
AU - Park, Morgan
AU - Riebow, Nancy L.
AU - Schandler, Karen
AU - Schmidt, Brian
AU - Sison, Christina
AU - Stantripop, Sirintorn
AU - Thomas, James W.
AU - Thomas, Pamela J.
AU - Vemulapalli, Meghana
AU - Young, Alice C.
AU - Innocenti, Federico
AU - Schuetz, Erin G.
AU - Scott, Laura J.
AU - Parker, Stephen C.J.
AU - Collins, Francis S.
AU - Mohlke, Karen L.
N1 - Publisher Copyright:
© 2021 American Society of Human Genetics
PY - 2021/7/1
Y1 - 2021/7/1
N2 - Identifying the molecular mechanisms by which genome-wide association study (GWAS) loci influence traits remains challenging. Chromatin accessibility quantitative trait loci (caQTLs) help identify GWAS loci that may alter GWAS traits by modulating chromatin structure, but caQTLs have been identified in a limited set of human tissues. Here we mapped caQTLs in human liver tissue in 20 liver samples and identified 3,123 caQTLs. The caQTL variants are enriched in liver tissue promoter and enhancer states and frequently disrupt binding motifs of transcription factors expressed in liver. We predicted target genes for 861 caQTL peaks using proximity, chromatin interactions, correlation with promoter accessibility or gene expression, and colocalization with expression QTLs. Using GWAS signals for 19 liver function and/or cardiometabolic traits, we identified 110 colocalized caQTLs and GWAS signals, 56 of which contained a predicted caPeak target gene. At the LITAF LDL-cholesterol GWAS locus, we validated that a caQTL variant showed allelic differences in protein binding and transcriptional activity. These caQTLs contribute to the epigenomic characterization of human liver and help identify molecular mechanisms and genes at GWAS loci.
AB - Identifying the molecular mechanisms by which genome-wide association study (GWAS) loci influence traits remains challenging. Chromatin accessibility quantitative trait loci (caQTLs) help identify GWAS loci that may alter GWAS traits by modulating chromatin structure, but caQTLs have been identified in a limited set of human tissues. Here we mapped caQTLs in human liver tissue in 20 liver samples and identified 3,123 caQTLs. The caQTL variants are enriched in liver tissue promoter and enhancer states and frequently disrupt binding motifs of transcription factors expressed in liver. We predicted target genes for 861 caQTL peaks using proximity, chromatin interactions, correlation with promoter accessibility or gene expression, and colocalization with expression QTLs. Using GWAS signals for 19 liver function and/or cardiometabolic traits, we identified 110 colocalized caQTLs and GWAS signals, 56 of which contained a predicted caPeak target gene. At the LITAF LDL-cholesterol GWAS locus, we validated that a caQTL variant showed allelic differences in protein binding and transcriptional activity. These caQTLs contribute to the epigenomic characterization of human liver and help identify molecular mechanisms and genes at GWAS loci.
KW - ATAC-seq
KW - caQTL
KW - cardiometabolic traits
KW - chromatin accessibility
KW - eQTL
KW - GWAS
KW - transcription factor motif
UR - http://www.scopus.com/inward/record.url?scp=85107580896&partnerID=8YFLogxK
U2 - 10.1016/j.ajhg.2021.05.001
DO - 10.1016/j.ajhg.2021.05.001
M3 - Article
AN - SCOPUS:85107580896
SN - 0002-9297
VL - 108
SP - 1169
EP - 1189
JO - American journal of human genetics
JF - American journal of human genetics
IS - 7
ER -