Integrative analysis of liver-specific non-coding regulatory SNPs associated with the risk of coronary artery disease

被引:18
作者
Selvarajan, Ilakya [1 ]
Toropainen, Anu [1 ]
Garske, Kristina M. [2 ]
Rodriguez, Maykel Lopez [1 ]
Ko, Arthur [3 ]
Miao, Zong [2 ]
Kaminska, Dorota [4 ]
Ounap, Kadri [1 ]
Ord, Tiit [1 ]
Ravindran, Aarthi [1 ]
Liu, Oscar H. [1 ]
Moreau, Pierre R. [1 ]
Deen, Ashik Jawahar [1 ]
Mannisto, Ville [8 ,9 ]
Pan, Calvin [2 ]
Levonen, Anna-Liisa [1 ]
Lusis, Aldons J. [3 ]
Heikkinen, Sami [10 ,11 ]
Romanoski, Casey E. [12 ]
Pihlajamaki, Jussi [4 ,5 ,6 ,7 ]
Pajukanta, Paivi [2 ,13 ]
Kaikkonen, Minna U. [1 ]
机构
[1] Univ Eastern Finland, AI Virtanen Inst Mol Sci, POB 1627, Kuopio 70211, Finland
[2] Univ Calif Los Angeles, David Geffen Sch Med, Dept Human Genet, Los Angeles, CA 90095 USA
[3] Univ Calif Los Angeles, David Geffen Sch Med, Dept Med, Los Angeles, CA 90095 USA
[4] Univ Eastern Finland, Inst Publ Hlth & Clin Nutr, Kuopio Campus POB 1627, Kuopio 70211, Finland
[5] Kuopio Univ Hosp, Dept Med, Kuopio, Finland
[6] Kuopio Univ Hosp, Dept Endocrinol, Kuopio, Finland
[7] Kuopio Univ Hosp, Dept Clin Nutr, Kuopio, Finland
[8] Univ Eastern Finland, Dept Med, Kuopio, Finland
[9] Kuopio Univ Hosp, Kuopio, Finland
[10] Univ Eastern Finland, Sch Med, Inst Biomed, POB 1627, Kuopio 70211, Finland
[11] Univ Eastern Finland, Inst Clin Med, POB 1627, Kuopio 70211, Finland
[12] Univ Arizona, Coll Med, Dept Cellular & Mol Med, Tucson, AZ 85721 USA
[13] Univ Calif Los Angeles, David Geffen Sch Med, Inst Precis Hlth, Los Angeles, CA 90095 USA
基金
美国国家卫生研究院; 欧洲研究理事会; 芬兰科学院;
关键词
GENOME-WIDE ASSOCIATION; VARIANTS; LOCI; IDENTIFICATION; POLYMORPHISMS; ARCHITECTURE; ATHEROSCLEROSIS; METAANALYSIS; ENHANCERS; GENETICS;
D O I
10.1016/j.ajhg.2021.02.006
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Genetic factors underlying coronary artery disease (CAD) have been widely studied using genome-wide association studies (GWASs). However, the functional understanding of the CAD loci has been limited by the fact that a majority of GWAS variants are located within non-coding regions with no functional role. High cholesterol and dysregulation of the liver metabolism such as non-alcoholic fatty liver disease confer an increased risk of CAD. Here, we studied the function of non-coding single-nucleotide polymorphisms in CAD GWAS loci located within liver-specific enhancer elements by identifying their potential target genes using liver cis-eQTL analysis and promoter Capture Hi-C in HepG2 cells. Altogether, 734 target genes were identified of which 121 exhibited correlations to liver-related traits. To identify potentially causal regulatory SNPs, the allele-specific enhancer activity was analyzed by (1) sequence-based computational predictions, (2) quantification of allele-specific transcription factor binding, and (3) STARR-seq massively parallel reporter assay. Altogether, our analysis identified 1,277 unique SNPs that display allele-specific regulatory activity. Among these, susceptibility enhancers near important cholesterol homeostasis genes (APOB, APOC1, APOE, and LIPA) were identified, suggesting that altered gene regulatory activity could represent another way by which genetic variation regulates serum lipoprotein levels. Using CRISPR-based perturbation, we demonstrate how the deletion/activation of a single enhancer leads to changes in the expression of many target genes located in a shared chromatin interaction domain. Our integrative genomics approach represents a comprehensive effort in identifying putative causal regulatory regions and target genes that could predispose to clinical manifestation of CAD by affecting liver function.
引用
收藏
页码:411 / 430
页数:20
相关论文
共 99 条
  • [1] Adzhubei Ivan, 2013, Curr Protoc Hum Genet, VChapter 7, DOI 10.1002/0471142905.hg0720s76
  • [2] Shared genetic effects on chromatin and gene expression indicate a role for enhancer priming in immune response
    Alasoo, Kaur
    Rodrigues, Julia
    Mukhopadhyay, Subhankar
    Knights, Andrew J.
    Mann, Alice L.
    Kundu, Kousik
    Hale, Christine
    Dougan, Gordon
    Gaffney, Daniel J.
    [J]. NATURE GENETICS, 2018, 50 (03) : 424 - +
  • [3] Synthetic Associations Are Unlikely to Account for Many Common Disease Genome-Wide Association Signals
    Anderson, Carl A.
    Soranzo, Nicole
    Zeggini, Eleftheria
    Barrett, Jeffrey C.
    [J]. PLOS BIOLOGY, 2011, 9 (01)
  • [4] Genome-Wide Quantitative Enhancer Activity Maps Identified by STARR-seq
    Arnold, Cosmas D.
    Gerlach, Daniel
    Stelzer, Christoph
    Boryn, Lukasz M.
    Rath, Martina
    Stark, Alexander
    [J]. SCIENCE, 2013, 339 (6123) : 1074 - 1077
  • [5] NCBI GEO: archive for functional genomics data sets-update
    Barrett, Tanya
    Wilhite, Stephen E.
    Ledoux, Pierre
    Evangelista, Carlos
    Kim, Irene F.
    Tomashevsky, Maxim
    Marshall, Kimberly A.
    Phillippy, Katherine H.
    Sherman, Patti M.
    Holko, Michelle
    Yefanov, Andrey
    Lee, Hyeseung
    Zhang, Naigong
    Robertson, Cynthia L.
    Serova, Nadezhda
    Davis, Sean
    Soboleva, Alexandra
    [J]. NUCLEIC ACIDS RESEARCH, 2013, 41 (D1) : D991 - D995
  • [6] Myocardial Infarction-Associated SNP at 6p24 Interferes With MEF2 Binding and Associates With PHACTR1 Expression Levels in Human Coronary Arteries
    Beaudoin, Melissa
    Gupta, Rajat M.
    Won, Hong-Hee
    Lo, Ken Sin
    Do, Ron
    Henderson, Christopher A.
    Lavoie-St-Amour, Claire
    Langlois, Simon
    Rivas, Daniel
    Lehoux, Stephanie
    Kathiresan, Sekar
    Tardif, Jean-Claude
    Musunuru, Kiran
    Lettre, Guillaume
    [J]. ARTERIOSCLEROSIS THROMBOSIS AND VASCULAR BIOLOGY, 2015, 35 (06) : 1472 - 1479
  • [7] Novel Lipid Long Intervening Noncoding RNA, Oligodendrocyte Maturation-Associated Long Intergenic Noncoding RNA, Regulates the Liver Steatosis Gene Stearoyl-Coenzyme A Desaturase As an Enhancer RNA
    Benhammou, Jihane N.
    Ko, Arthur
    Alvarez, Marcus
    Kaikkonen, Minna U.
    Rankin, Carl
    Garske, Kristina M.
    Padua, David
    Bhagat, Yash
    Kaminska, Dorota
    Karja, Vesa
    Pihlajamaki, Jussi
    Pisegna, Joseph R.
    Pajukant, Paivi
    [J]. HEPATOLOGY COMMUNICATIONS, 2019, 3 (10) : 1356 - 1372
  • [8] Genetic Architecture of Atherosclerosis in Mice: A Systems Genetics Analysis of Common Inbred Strains
    Bennett, Brian J.
    Davis, Richard C.
    Civelek, Mete
    Orozco, Luz
    Wu, Judy
    Qi, Hannah
    Pan, Calvin
    Packard, Rene R. Sevag
    Eskin, Eleazar
    Yan, Mujing
    Kirchgessner, Todd
    Wang, Zeneng
    Li, Xinmin
    Gregory, Jill C.
    Hazen, Stanley L.
    Gargalovic, Peter S.
    Lusis, Aldons J.
    [J]. PLOS GENETICS, 2015, 11 (12):
  • [9] The NIH Roadmap Epigenomics Mapping Consortium
    Bernstein, Bradley E.
    Stamatoyannopoulos, John A.
    Costello, Joseph F.
    Ren, Bing
    Milosavljevic, Aleksandar
    Meissner, Alexander
    Kellis, Manolis
    Marra, Marco A.
    Beaudet, Arthur L.
    Ecker, Joseph R.
    Farnham, Peggy J.
    Hirst, Martin
    Lander, Eric S.
    Mikkelsen, Tarjei S.
    Thomson, James A.
    [J]. NATURE BIOTECHNOLOGY, 2010, 28 (10) : 1045 - 1048
  • [10] The NHGRI-EBI GWAS Catalog of published genome-wide association studies, targeted arrays and summary statistics 2019
    Buniello, Annalisa
    MacArthur, Jacqueline A. L.
    Cerezo, Maria
    Harris, Laura W.
    Hayhurst, James
    Malangone, Cinzia
    McMahon, Aoife
    Morales, Joannella
    Mountjoy, Edward
    Sollis, Elliot
    Suveges, Daniel
    Vrousgou, Olga
    Whetzel, Patricia L.
    Amode, Ridwan
    Guillen, Jose A.
    Riat, Harpreet S.
    Trevanion, Stephen J.
    Hall, Peggy
    Junkins, Heather
    Flicek, Paul
    Burdett, Tony
    Hindorff, Lucia A.
    Cunningham, Fiona
    Parkinson, Helen
    [J]. NUCLEIC ACIDS RESEARCH, 2019, 47 (D1) : D1005 - D1012