Fine-mapping studies distinguish genetic risks for childhood- and adult-onset asthma in the HLA region

被引:11
作者
Clay, Selene M. [1 ]
Schoettler, Nathan [2 ]
Goldstein, Andrew M. [3 ]
Carbonetto, Peter [1 ]
Dapas, Matthew [1 ]
Altman, Matthew C. [4 ,5 ]
Rosasco, Mario G. [5 ]
Gern, James E. [6 ]
Jackson, Daniel J. [6 ]
Im, Hae Kyung [7 ]
Stephens, Matthew [3 ]
Nicolae, Dan L. [1 ,3 ]
Ober, Carole [1 ]
机构
[1] Univ Chicago, Dept Human Genet, Chicago, IL 60637 USA
[2] Univ Chicago, Dept Med, Sect Pulm & Crit Care, 5841 S Maryland Ave, Chicago, IL 60637 USA
[3] Univ Chicago, Dept Stat, Chicago, IL 60637 USA
[4] Univ Washington, Dept Med, Div Allergy & Infect Dis, Seattle, WA 98109 USA
[5] Benaroya Res Inst, Syst Immunol Program, Seattle, WA 98101 USA
[6] Univ Wisconsin, Dept Pediat, Sch Med & Publ Hlth, Madison, WI 53706 USA
[7] Univ Chicago, Dept Med, Med Genet Sect, 5841 S Maryland Ave, Chicago, IL 60637 USA
关键词
Asthma; HLA; Fine-mapping; GENOME-WIDE ASSOCIATION; HLA-DQB2; LOCUS; NATURAL-KILLER; MIXED-MODEL; LARGE-SCALE; CONSERVATION; EXPRESSION; CELLS; DQ;
D O I
10.1186/s13073-022-01058-2
中图分类号
Q3 [遗传学];
学科分类号
071007 ; 090102 ;
摘要
Background Genome-wide association studies of asthma have revealed robust associations with variation across the human leukocyte antigen (HLA) complex with independent associations in the HLA class I and class II regions for both childhood-onset asthma (COA) and adult-onset asthma (AOA). However, the specific variants and genes contributing to risk are unknown. Methods We used Bayesian approaches to perform genetic fine-mapping for COA and AOA (n=9432 and 21,556, respectively; n=318,167 shared controls) in White British individuals from the UK Biobank and to perform expression quantitative trait locus (eQTL) fine-mapping in immune (lymphoblastoid cell lines, n=398; peripheral blood mononuclear cells, n=132) and airway (nasal epithelial cells, n=188) cells from ethnically diverse individuals. We also examined putatively causal protein coding variation from protein crystal structures and conducted replication studies in independent multi-ethnic cohorts from the UK Biobank (COA n=1686; AOA n=3666; controls n=56,063). Results Genetic fine-mapping revealed both shared and distinct causal variation between COA and AOA in the class I region but only distinct causal variation in the class II region. Both gene expression levels and amino acid variation contributed to risk. Our results from eQTL fine-mapping and amino acid visualization suggested that the HLA-DQA1*03:01 allele and variation associated with expression of the nonclassical HLA-DQA2 and HLA-DQB2 genes accounted entirely for the most significant association with AOA in GWAS. Our studies also suggested a potentially prominent role for HLA-C protein coding variation in the class I region in COA. We replicated putatively causal variant associations in a multi-ethnic cohort. Conclusions We highlight roles for both gene expression and protein coding variation in asthma risk and identified putatively causal variation and genes in the HLA region. A convergence of genomic, transcriptional, and protein coding evidence implicates the HLA-DQA2 and HLA-DQB2 genes and HLA-DQA1*03:01 allele in AOA.
引用
收藏
页数:16
相关论文
共 78 条
[31]   Genetic Architectures of Childhood- and Adult-Onset Asthma Are Partly Distinct [J].
Ferreira, Manuel A. R. ;
Mathur, Riddhima ;
Vonk, Judith M. ;
Szwajda, Agnieszka ;
Brumpton, Ben ;
Granell, Raquel ;
Brew, Bronwyn K. ;
Ullemar, Vilhelmina ;
Lu, Yi ;
Jiang, Yunxuan ;
Magnusson, Patrik K. E. ;
Karlsson, Robert ;
Hinds, David A. ;
Paternoster, Lavinia ;
Koppelman, Gerard H. ;
Almqvist, Catarina .
AMERICAN JOURNAL OF HUMAN GENETICS, 2019, 104 (04) :665-684
[32]   A gene-based association method for mapping traits using reference transcriptome data [J].
Gamazon, Eric R. ;
Wheeler, Heather E. ;
Shah, Kaanan P. ;
Mozaffari, Sahar V. ;
Aquino-Michaels, Keston ;
Carroll, Robert J. ;
Eyler, Anne E. ;
Denny, Joshua C. ;
Nicolae, Dan L. ;
Cox, Nancy J. ;
Im, Hae Kyung .
NATURE GENETICS, 2015, 47 (09) :1091-+
[33]  
GAUR LK, 1992, J IMMUNOL, V148, P943
[34]   The Urban Environment and Childhood Asthma (URECA) birth cohort study: Design, methods, and study population [J].
Gern J.E. ;
Visness C.M. ;
Gergen P.J. ;
Wood R.A. ;
Bloomberg G.R. ;
O'Connor G.T. ;
Kattan M. ;
Sampson H.A. ;
Witter F.R. ;
Sandel M.T. ;
Shreffler W.G. ;
Wright R.J. ;
Arbes Jr. S.J. ;
Busse W.W. .
BMC Pulmonary Medicine, 9 (1)
[35]  
Gough SCL, 2007, CURR GENOMICS, V8, P453, DOI 10.2174/138920207783591690
[36]   HLA Diversity in the 1000 Genomes Dataset [J].
Gourraud, Pierre-Antoine ;
Khankhanian, Pouya ;
Cereb, Nezih ;
Yang, Soo Young ;
Feolo, Michael ;
Maiers, Martin ;
Rioux, John D. ;
Hauser, Stephen ;
Oksenberg, Jorge .
PLOS ONE, 2014, 9 (07)
[37]   Allele-specific expression changes dynamically during T cell activation in HLA and other autoimmune loci [J].
Gutierrez-Arcelus, Maria ;
Baglaenko, Yuriy ;
Arora, Jatin ;
Hannes, Susan ;
Luo, Yang ;
Amariuta, Tiffany ;
Teslovich, Nikola ;
Rao, Deepak A. ;
Ermann, Joerg ;
Jonsson, A. Helena ;
Navarrete, Cristina ;
Rich, Stephen S. ;
Taylor, Kent D. ;
Rotter, Jerome I. ;
Gregersen, Peter K. ;
Esko, Tonu ;
Brenner, Michael B. ;
Raychaudhuri, Soumya .
NATURE GENETICS, 2020, 52 (03) :247-+
[38]   Imputing Amino Acid Polymorphisms in Human Leukocyte Antigens [J].
Jia, Xiaoming ;
Han, Buhm ;
Onengut-Gumuscu, Suna ;
Chen, Wei-Min ;
Concannon, Patrick J. ;
Rich, Stephen S. ;
Raychaudhuri, Soumya ;
de Bakker, Paul I. W. .
PLOS ONE, 2013, 8 (06)
[39]  
Jiang W., 2019, NAT COMMUN, V10, P1, DOI [10.1038/s41467-018-07882-8, DOI 10.1038/S41467-018-07882-8]
[40]   Early-onset autoimmune vitiligo associated with an enhancer variant haplotype that upregulates class II HLA expression [J].
Jin, Ying ;
Roberts, Genevieve H. L. ;
Ferrara, Tracey M. ;
Ben, Songtao ;
van Geel, Nanja ;
Wolkerstorfer, Albert ;
Ezzedine, Khaled ;
Siebert, Janet ;
Neff, Charles P. ;
Palmer, Brent E. ;
Santorico, Stephanie A. ;
Spritz, Richard A. .
NATURE COMMUNICATIONS, 2019, 10 (1)