Literature DB >> 33626337

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

Ilakya Selvarajan1, Anu Toropainen1, Kristina M Garske2, Maykel López Rodríguez1, Arthur Ko3, Zong Miao2, Dorota Kaminska4, Kadri Õunap1, Tiit Örd1, Aarthi Ravindran1, Oscar H Liu1, Pierre R Moreau1, Ashik Jawahar Deen1, Ville Männistö5, Calvin Pan2, Anna-Liisa Levonen1, Aldons J Lusis3, Sami Heikkinen6, Casey E Romanoski7, Jussi Pihlajamäki8, Päivi Pajukanta9, Minna U Kaikkonen10.   

Abstract

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.
Copyright © 2021 American Society of Human Genetics. Published by Elsevier Inc. All rights reserved.

Entities:  

Keywords:  CRISPR; GWAS; SNP; STARR-seq; cholesterol; coronary artery disease; enhancer; functional genomics; hepatocyte; liver

Mesh:

Substances:

Year:  2021        PMID: 33626337      PMCID: PMC8008493          DOI: 10.1016/j.ajhg.2021.02.006

Source DB:  PubMed          Journal:  Am J Hum Genet        ISSN: 0002-9297            Impact factor:   11.025


  99 in total

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Authors:  Irene Miguel-Escalada; Silvia Bonàs-Guarch; Inês Cebola; Joan Ponsa-Cobas; Julen Mendieta-Esteban; Goutham Atla; Biola M Javierre; Delphine M Y Rolando; Irene Farabella; Claire C Morgan; Javier García-Hurtado; Anthony Beucher; Ignasi Morán; Lorenzo Pasquali; Mireia Ramos-Rodríguez; Emil V R Appel; Allan Linneberg; Anette P Gjesing; Daniel R Witte; Oluf Pedersen; Niels Grarup; Philippe Ravassard; David Torrents; Josep M Mercader; Lorenzo Piemonti; Thierry Berney; Eelco J P de Koning; Julie Kerr-Conte; François Pattou; Iryna O Fedko; Leif Groop; Inga Prokopenko; Torben Hansen; Marc A Marti-Renom; Peter Fraser; Jorge Ferrer
Journal:  Nat Genet       Date:  2019-06-28       Impact factor: 38.330

2.  Genetic Architecture of Atherosclerosis in Mice: A Systems Genetics Analysis of Common Inbred Strains.

Authors:  Brian J Bennett; Richard C Davis; Mete Civelek; Luz Orozco; Judy Wu; Hannah Qi; Calvin Pan; René R Sevag Packard; Eleazar Eskin; Mujing Yan; Todd Kirchgessner; Zeneng Wang; Xinmin Li; Jill C Gregory; Stanley L Hazen; Peter S Gargalovic; Aldons J Lusis
Journal:  PLoS Genet       Date:  2015-12-22       Impact factor: 5.917

3.  regioneR: an R/Bioconductor package for the association analysis of genomic regions based on permutation tests.

Authors:  Bernat Gel; Anna Díez-Villanueva; Eduard Serra; Marcus Buschbeck; Miguel A Peinado; Roberto Malinverni
Journal:  Bioinformatics       Date:  2015-09-30       Impact factor: 6.937

4.  BaalChIP: Bayesian analysis of allele-specific transcription factor binding in cancer genomes.

Authors:  Ines de Santiago; Wei Liu; Ke Yuan; Martin O'Reilly; Chandra Sekhar Reddy Chilamakuri; Bruce A J Ponder; Kerstin B Meyer; Florian Markowetz
Journal:  Genome Biol       Date:  2017-02-24       Impact factor: 13.583

5.  Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease.

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Journal:  Nat Genet       Date:  2013-10-27       Impact factor: 38.330

Review 6.  NAFLD and cardiovascular diseases: a clinical review.

Authors:  Philipp Kasper; Anna Martin; Sonja Lang; Fabian Kütting; Tobias Goeser; Münevver Demir; Hans-Michael Steffen
Journal:  Clin Res Cardiol       Date:  2020-07-21       Impact factor: 5.460

7.  An integrated encyclopedia of DNA elements in the human genome.

Authors: 
Journal:  Nature       Date:  2012-09-06       Impact factor: 49.962

8.  Disproportionate Contributions of Select Genomic Compartments and Cell Types to Genetic Risk for Coronary Artery Disease.

Authors:  Hong-Hee Won; Pradeep Natarajan; Amanda Dobbyn; Daniel M Jordan; Panos Roussos; Kasper Lage; Soumya Raychaudhuri; Eli Stahl; Ron Do
Journal:  PLoS Genet       Date:  2015-10-28       Impact factor: 5.917

9.  RNA-guided gene activation by CRISPR-Cas9-based transcription factors.

Authors:  Pablo Perez-Pinera; D Dewran Kocak; Christopher M Vockley; Andrew F Adler; Ami M Kabadi; Lauren R Polstein; Pratiksha I Thakore; Katherine A Glass; David G Ousterout; Kam W Leong; Farshid Guilak; Gregory E Crawford; Timothy E Reddy; Charles A Gersbach
Journal:  Nat Methods       Date:  2013-07-25       Impact factor: 28.547

10.  Specificity of RNAi, LNA and CRISPRi as loss-of-function methods in transcriptional analysis.

Authors:  Lovorka Stojic; Aaron T L Lun; Jasmin Mangei; Patrice Mascalchi; Valentina Quarantotti; Alexis R Barr; Chris Bakal; John C Marioni; Fanni Gergely; Duncan T Odom
Journal:  Nucleic Acids Res       Date:  2018-07-06       Impact factor: 16.971

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1.  A multi-layer functional genomic analysis to understand noncoding genetic variation in lipids.

Authors:  Shweta Ramdas; Jonathan Judd; Sarah E Graham; Stavroula Kanoni; Yuxuan Wang; Ida Surakka; Brandon Wenz; Shoa L Clarke; Alessandra Chesi; Andrew Wells; Konain Fatima Bhatti; Sailaja Vedantam; Thomas W Winkler; Adam E Locke; Eirini Marouli; Greg J M Zajac; Kuan-Han H Wu; Ioanna Ntalla; Qin Hui; Derek Klarin; Austin T Hilliard; Zeyuan Wang; Chao Xue; Gudmar Thorleifsson; Anna Helgadottir; Daniel F Gudbjartsson; Hilma Holm; Isleifur Olafsson; Mi Yeong Hwang; Sohee Han; Masato Akiyama; Saori Sakaue; Chikashi Terao; Masahiro Kanai; Wei Zhou; Ben M Brumpton; Humaira Rasheed; Aki S Havulinna; Yogasudha Veturi; Jennifer Allen Pacheco; Elisabeth A Rosenthal; Todd Lingren; QiPing Feng; Iftikhar J Kullo; Akira Narita; Jun Takayama; Hilary C Martin; Karen A Hunt; Bhavi Trivedi; Jeffrey Haessler; Franco Giulianini; Yuki Bradford; Jason E Miller; Archie Campbell; Kuang Lin; Iona Y Millwood; Asif Rasheed; George Hindy; Jessica D Faul; Wei Zhao; David R Weir; Constance Turman; Hongyan Huang; Mariaelisa Graff; Ananyo Choudhury; Dhriti Sengupta; Anubha Mahajan; Michael R Brown; Weihua Zhang; Ketian Yu; Ellen M Schmidt; Anita Pandit; Stefan Gustafsson; Xianyong Yin; Jian'an Luan; Jing-Hua Zhao; Fumihiko Matsuda; Hye-Mi Jang; Kyungheon Yoon; Carolina Medina-Gomez; Achilleas Pitsillides; Jouke Jan Hottenga; Andrew R Wood; Yingji Ji; Zishan Gao; Simon Haworth; Ruth E Mitchell; Jin Fang Chai; Mette Aadahl; Anne A Bjerregaard; Jie Yao; Ani Manichaikul; Wen-Jane Lee; Chao Agnes Hsiung; Helen R Warren; Julia Ramirez; Jette Bork-Jensen; Line L Kårhus; Anuj Goel; Maria Sabater-Lleal; Raymond Noordam; Pala Mauro; Floris Matteo; Aaron F McDaid; Pedro Marques-Vidal; Matthias Wielscher; Stella Trompet; Naveed Sattar; Line T Møllehave; Matthias Munz; Lingyao Zeng; Jianfeng Huang; Bin Yang; Alaitz Poveda; Azra Kurbasic; Sebastian Schönherr; Lukas Forer; Markus Scholz; Tessel E Galesloot; Jonathan P Bradfield; Sanni E Ruotsalainen; E Warwick Daw; Joseph M Zmuda; Jonathan S Mitchell; Christian Fuchsberger; 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Minna Männikkö; Marjo-Riitta Jarvelin; Zoltan Kutalik; Cucca Francesco; Dennis O Mook-Kanamori; Ko Willems van Dijk; Hugh Watkins; David P Strachan; Niels Grarup; Peter Sever; Neil Poulter; Wayne Huey-Herng Sheu; Jerome I Rotter; Thomas M Dantoft; Fredrik Karpe; Matt J Neville; Nicholas J Timpson; Ching-Yu Cheng; Tien-Yin Wong; Chiea Chuen Khor; Hengtong Li; Charumathi Sabanayagam; Annette Peters; Christian Gieger; Andrew T Hattersley; Nancy L Pedersen; Patrik K E Magnusson; Dorret I Boomsma; Eco J C de Geus; L Adrienne Cupples; Joyce B J van Meurs; Arfan Ikram; Mohsen Ghanbari; Penny Gordon-Larsen; Wei Huang; Young Jin Kim; Yasuharu Tabara; Nicholas J Wareham; Claudia Langenberg; Eleftheria Zeggini; Jaakko Tuomilehto; Johanna Kuusisto; Markku Laakso; Erik Ingelsson; Goncalo Abecasis; John C Chambers; Jaspal S Kooner; Paul S de Vries; Alanna C Morrison; Scott Hazelhurst; Michèle Ramsay; Kari E North; Martha Daviglus; Peter Kraft; Nicholas G Martin; John B Whitfield; Shahid Abbas; Danish Saleheen; Robin G Walters; Michael V Holmes; Corri Black; Blair H Smith; Aris Baras; Anne E Justice; Julie E Buring; Paul M Ridker; Daniel I Chasman; Charles Kooperberg; Gen Tamiya; Masayuki Yamamoto; David A van Heel; Richard C Trembath; Wei-Qi Wei; Gail P Jarvik; Bahram Namjou; M Geoffrey Hayes; Marylyn D Ritchie; Pekka Jousilahti; Veikko Salomaa; Kristian Hveem; Bjørn Olav Åsvold; Michiaki Kubo; Yoichiro Kamatani; Yukinori Okada; Yoshinori Murakami; Bong-Jo Kim; Unnur Thorsteinsdottir; Kari Stefansson; Jifeng Zhang; Y Eugene Chen; Yuk-Lam Ho; Julie A Lynch; Philip S Tsao; Kyong-Mi Chang; Kelly Cho; Christopher J O'Donnell; John M Gaziano; Peter Wilson; Karen L Mohlke; Timothy M Frayling; Joel N Hirschhorn; Sekar Kathiresan; Michael Boehnke; Pradeep Natarajan; Yan V Sun; Andrew P Morris; Panos Deloukas; Gina Peloso; Themistocles L Assimes; Cristen J Willer; Xiang Zhu; Christopher D Brown
Journal:  Am J Hum Genet       Date:  2022-08-04       Impact factor: 11.043

2.  Single-Cell Epigenomics and Functional Fine-Mapping of Atherosclerosis GWAS Loci.

Authors:  Kadri Õunap; Lindsey K Stolze; Redouane Aherrahrou; Tiit Örd; Valtteri Nurminen; Anu Toropainen; Ilakya Selvarajan; Tapio Lönnberg; Einari Aavik; Seppo Ylä-Herttuala; Mete Civelek; Casey E Romanoski; Minna U Kaikkonen
Journal:  Circ Res       Date:  2021-05-24       Impact factor: 17.367

3.  Functional noncoding SNPs in human endothelial cells fine-map vascular trait associations.

Authors:  Anu Toropainen; Lindsey K Stolze; Tiit Örd; Michael B Whalen; Paula Martí Torrell; Verena M Link; Minna U Kaikkonen; Casey E Romanoski
Journal:  Genome Res       Date:  2022-02-22       Impact factor: 9.438

4.  scGWAS: landscape of trait-cell type associations by integrating single-cell transcriptomics-wide and genome-wide association studies.

Authors:  Peilin Jia; Ruifeng Hu; Fangfang Yan; Yulin Dai; Zhongming Zhao
Journal:  Genome Biol       Date:  2022-10-17       Impact factor: 17.906

  4 in total

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