Systematic genetic analysis of the MHC region reveals mechanistic underpinnings of HLA type associations with disease

被引:32
作者
D'Antonio, Matteo [1 ,2 ,7 ]
Reyna, Joaquin [2 ,3 ,7 ]
Jakubosky, David [3 ,4 ]
Donovan, Margaret K. R. [4 ,5 ]
Bonder, Marc-Jan [6 ]
Matsui, Hiroko [1 ]
Stegle, Oliver [6 ]
Nariai, Naoki [2 ]
D'Antonio-Chronowska, Agnieszka [1 ,2 ]
Frazer, Kelly A. [1 ,2 ,7 ]
机构
[1] Univ Calif San Diego, Inst Genom Med, San Diego, CA 92103 USA
[2] Univ Calif San Diego, Dept Pediat, Rady Childrens Hosp, San Diego, CA 92103 USA
[3] Univ Calif San Diego, Biomed Sci Grad Program, La Jolla, CA 92093 USA
[4] Univ Calif San Diego, Bioinformat & Syst Biol Grad Program, San Diego, CA 92103 USA
[5] Univ Calif San Diego, Dept Biomed Informat, San Diego, CA 92103 USA
[6] European Bioinformat Inst, European Mol Biol Lab, Cambridge, England
[7] Illumina Inc, San Diego, CA 92121 USA
来源
ELIFE | 2019年 / 8卷
基金
美国国家科学基金会; 美国国家卫生研究院;
关键词
MAJOR HISTOCOMPATIBILITY COMPLEX; HARDY-WEINBERG EQUILIBRIUM; CYSTIC-FIBROSIS; GENOME-WIDE; CFTR; HAPLOTYPES; GENERATION; ORIGINS; WEIGHT; CELLS;
D O I
10.7554/eLife.48476
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
The MHC region is highly associated with autoimmune and infectious diseases. Here we conduct an in-depth interrogation of associations between genetic variation, gene expression and disease. We create a comprehensive map of regulatory variation in the MHC region using WGS from 419 individuals to call eight-digit HLA types and RNA-seq data from matched iPSCs. Building on this regulatory map, we explored GWAS signals for 4083 traits, detecting colocalization for 180 disease loci with eQTLs. We show that eQTL analyses taking HLA type haplotypes into account have substantially greater power compared with only using single variants. We examined the association between the 8.1 ancestral haplotype and delayed colonization in Cystic Fibrosis, postulating that downregulation of RNF5 expression is the likely causal mechanism. Our study provides insights into the genetic architecture of the MHC region and pinpoints disease associations that are due to differential expression of HLA genes and non-HLA genes.
引用
收藏
页数:27
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共 77 条
  • [1] Expression estimation and eQTL mapping for HLA genes with a personalized pipeline
    Aguiar, Vitor R. C.
    Cesar, Jonatas
    Delaneau, Olivier
    Dermitzakis, Emmanouil T.
    Meyer, Diogo
    [J]. PLOS GENETICS, 2019, 15 (04):
  • [2] A global reference for human genetic variation
    Altshuler, David M.
    Durbin, Richard M.
    Abecasis, Goncalo R.
    Bentley, David R.
    Chakravarti, Aravinda
    Clark, Andrew G.
    Donnelly, Peter
    Eichler, Evan E.
    Flicek, Paul
    Gabriel, Stacey B.
    Gibbs, Richard A.
    Green, Eric D.
    Hurles, Matthew E.
    Knoppers, Bartha M.
    Korbel, Jan O.
    Lander, Eric S.
    Lee, Charles
    Lehrach, Hans
    Mardis, Elaine R.
    Marth, Gabor T.
    McVean, Gil A.
    Nickerson, Deborah A.
    Wang, Jun
    Wilson, Richard K.
    Boerwinkle, Eric
    Doddapaneni, Harsha
    Han, Yi
    Korchina, Viktoriya
    Kovar, Christie
    Lee, Sandra
    Muzny, Donna
    Reid, Jeffrey G.
    Zhu, Yiming
    Chang, Yuqi
    Feng, Qiang
    Fang, Xiaodong
    Guo, Xiaosen
    Jian, Min
    Jiang, Hui
    Jin, Xin
    Lan, Tianming
    Li, Guoqing
    Li, Jingxiang
    Li, Yingrui
    Liu, Shengmao
    Liu, Xiao
    Lu, Yao
    Ma, Xuedi
    Tang, Meifang
    Wang, Bo
    [J]. NATURE, 2015, 526 (7571) : 68 - +
  • [3] [Anonymous], DISCOVERY QUALITY AN
  • [4] [Anonymous], GENOMIC PROPERTIES S
  • [5] Assis David N, 2017, J Cyst Fibros, V16 Suppl 2, pS62, DOI 10.1016/j.jcf.2017.07.006
  • [6] Fat absorption in cystic fibrosis mice is impeded by defective lipolysis and post-lipolytic events
    Bijvelds, MJC
    Bronsveld, I
    Havinga, R
    Sinaasappel, M
    de Jonge, HR
    Verkade, HJ
    [J]. AMERICAN JOURNAL OF PHYSIOLOGY-GASTROINTESTINAL AND LIVER PHYSIOLOGY, 2005, 288 (04): : G646 - G653
  • [7] HLA and Infectious Diseases
    Blackwell, Jenefer M.
    Jamieson, Sarra E.
    Burgner, David
    [J]. CLINICAL MICROBIOLOGY REVIEWS, 2009, 22 (02) : 370 - +
  • [8] Bonder M. J., 2019, BIORXIV, DOI [10.1101/784967, DOI 10.1101/784967]
  • [9] Insights into the Mutational Burden of Human Induced Pluripotent Stem Cells from an Integrative Multi-Omics Approach
    D'Antonio, Matteo
    Benaglio, Paola
    Jakubosky, David
    Greenwald, William W.
    Matsui, Hiroko
    Donovan, Margaret K. R.
    Li, He
    Smith, Erin N.
    D'Antonio-Chronowska, Agnieszka
    Frazer, Kelly A.
    [J]. CELL REPORTS, 2018, 24 (04): : 883 - 894
  • [10] Association of Human iPSC Gene Signatures and X Chromosome Dosage with Two Distinct Cardiac Differentiation Trajectories
    D'Antonio-Chronowska, Agnieszka
    Donovan, Margaret K. R.
    Greenwald, William W. Young
    Jennifer Phuong Nguyen
    Fujita, Kyohei
    Hashem, Sherin
    Matsui, Hiroko
    Soncin, Francesca
    Parast, Mana
    Ward, Michelle C.
    Coulet, Florence
    Smith, Erin N.
    Adler, Eric
    D'Antonio, Matteo
    Frazer, Kelly A.
    [J]. STEM CELL REPORTS, 2019, 13 (05): : 924 - 938