TY - JOUR
T1 - Multi-ancestry genome-wide association study of asthma exacerbations
AU - Herrera-Luis, Esther
AU - Ortega, Victor E.
AU - Ampleford, Elizabeth J.
AU - Sio, Yang Yie
AU - Granell, Raquel
AU - de Roos, Emmely
AU - Terzikhan, Natalie
AU - Vergara, Ernesto Elorduy
AU - Hernandez-Pacheco, Natalia
AU - Perez-Garcia, Javier
AU - Martin-Gonzalez, Elena
AU - Lorenzo-Diaz, Fabian
AU - Hashimoto, Simone
AU - Brinkman, Paul
AU - Jorgensen, Andrea L.
AU - Yan, Qi
AU - Forno, Erick
AU - Vijverberg, Susanne J.
AU - Lethem, Ryan
AU - Espuela-Ortiz, Antonio
AU - Gorenjak, Mario
AU - Eng, Celeste
AU - González-Pérez, Ruperto
AU - Hernández-Pérez, José M.
AU - Poza-Guedes, Paloma
AU - Sardón, Olaia
AU - Corcuera, Paula
AU - Hawkins, Greg A.
AU - Marsico, Annalisa
AU - Bahmer, Thomas
AU - Rabe, Klaus F.
AU - Hansen, Gesine
AU - Kopp, Matthias Volkmar
AU - Rios, Raimon
AU - Cruz, Maria Jesus
AU - González-Barcala, Francisco Javier
AU - Olaguibel, José María
AU - Plaza, Vicente
AU - Quirce, Santiago
AU - Canino, Glorisa
AU - Cloutier, Michelle
AU - Del Pozo, Victoria
AU - Rodriguez-Santana, Jose R.
AU - Korta-Murua, Javier
AU - Villar, Jesús
AU - Potočnik, Uroš
AU - Figueiredo, Camila
AU - Kabesch, Michael
AU - Mukhopadhyay, Somnath
AU - Palmer, Colin N.
AU - Pino-Yanes, Mario
N1 - Funding Information:
This work was funded by the Spanish Ministry of Science and Innovation MCIN/AEI/10.13039/501100011033, and the European Regional Development Fund “ERDF A way of making Europe” by the European Union (SAF2017-83417R), by MCIN/AEI/10.13039/501100011033 (PID2020-116274RB-I00) and by the Allergopharma-EAACI award 2021. This study was also supported by the SysPharmPedia grant from the ERACoSysMed 1st Joint Transnational Call from the European Union under the Horizon 2020. GALA II and SAGE studies were supported by the Sandler Family Foundation, the American Asthma Foundation, the RWJF Amos Medical Faculty Development Program, Harry Wm. and Diana V. Hind Distinguished Professor in Pharmaceutical Sciences II, the National Heart, Lung, and Blood Institute of the National Institutes of Health (R01HL117004, R01HL128439, R01HL135156, X01HL134589, R01HL141992, and R01HL141845), National Institute of Health and Environmental Health Sciences (R01ES015794 and R21ES24844); the National Institute on Minority Health and Health Disparities (NIMHD) (P60MD006902, R01MD010443, and R56MD013312); the National Institute of General Medical Sciences (NIGMS) (RL5GM118984); the Tobacco-Related Disease Research Program (24RT-0025 and 27IR-0030); and the National Human Genome Research Institute (NHGRI) (U01HG009080) to EGB. The PACMAN study was funded by a strategic alliance between GlaxoSmithKline and Utrecht Institute for Pharmaceutical Sciences. The Slovenia study was financially supported by the Slovenian Research Agency (research core funding No. P3-0067) and from SysPharmPediA grant, co-financed by the Ministry of Education, Science and Sport Slovenia (MIZS) (contract number C3330-16-500106). The SHARE Bioresource (GoSHARE) and SHARE have ongoing funding from NHS Research Scotland and were established by funding from The Wellcome Trust Biomedical Resource [Grant No. 099177/Z/12/Z]. Genotyping of samples from BREATHE, PAGES, and GoSHARE was funded by AC15/00015 and conducted at the Genotyping National Centre (CeGEN) CeGen-PRB3-ISCIII; supported by ISCIII and European Regional Development Fund (ERDF) (PT17/0019). ALSPAC was supported by the UK Medical Research Council and Wellcome (102215/2/13/2) and the University of Bristol. The Swedish Heart-Lung Foundation, the Swedish Research Council, and Region Stockholm (ALF project and database maintenance) funded the BAMSE study. The PASS study was funded by the NHS Chair of Pharmacogenetics via the UK Department of Health. U-BIOPRED was funded by the Innovative Medicines Initiative (IMI) Joint Undertaking, under grant agreement no. , resources for which are composed of financial contribution from the European Union's Seventh Framework Programme (FP7/2007-2013) and kind contributions from companies in the European Federation of Pharmaceutical Industries and Associations (EFPIA). Genotyping of samples from GEMAS and MEGA studies was funded by the Spanish Ministry of Science and Innovation (SAF2017-87417R) at the Spanish National Cancer Research Centre, in the Human Genotyping lab, a member of CeGen, PRB3, and was supported by grant PT17/0019, of the PE I+D+i 2013-2016, funded by ISCIII and ERDF. The genotyping of GEMAS was also partially funded by Fundación Canaria Instituto de Investigación Sanitaria de Canarias (PIFIISC19/17). The Rotterdam Study was funded by Erasmus Medical Center and Erasmus University Rotterdam; Netherlands Organization for the Health Research and Development (ZonMw); the Research Institute for Diseases in the Elderly (RIDE); the Ministry of Education, Culture and Science, the Ministry for Health, Welfare and Sports, the European Commission (DG XII), and the Municipality of Rotterdam. ALLIANCE Cohort was funded by grants from the German Federal Ministry of Education and Research (Bundesministerium für Bildung und Forschung, BMBF) as part of the German Centre for Lung Research (DZL) funding. The Hartford-Puerto Rico study was funded by the U.S. National Institutes of Health (grant HL07966 to JCC). MP-Y was funded by the Ramón y Cajal Program (RYC-2015-17205) by MCIN/AEI/10.13039/501100011033 and by the European Social Fund “ESF Investing in your future”. MP-Y and JV were supported by CIBER de Enfermedades Respiratorias, Instituto de Salud Carlos III, Spain (CB/06/06/1088). EH-L was supported by a fellowship awarded by MCIN/AEI/10.13039/501100011033 and by “ESF Investing in your future” (PRE2018-083837). JP-G was supported by a fellowship awarded by Spanish Ministry of Universities (FPU19/02175). AE-O reports funding from the Spanish Ministry of Science, Innovation, and Universities (MICIU) and Universidad de La Laguna (ULL). NH-P was supported by a Medium-Term Research Fellowship by the European Academy of Allergy and Clinical Immunology (EAACI) and a Long-Term Research Fellowship by the European Respiratory Society (ERS) (LTRF202101-00861). UP and MG were supported by the Ministry of Education, Science and Sport of the Republic of Slovenia, grant PERMEABLE (contract number C3330-19-252012). SCSGES results were contributed by authors FTC and YYS. FTC has received research support from the Singapore Ministry of Education Academic Research Fund, Singapore Immunology Network (SIgN), National Medical Research Council (NMRC) (Singapore), Biomedical Research Council (BMRC) (Singapore), and the Agency for Science Technology and Research (A*STAR) (Singapore); Grant Numbers: N-154-000-038-001, R-154-000-191-112, R-154-000-404-112, R-154-000-553-112, R-154-000-565-112, R-154-000-630-112, R-154-000-A08-592, R-154-000-A27-597, R-154-000-A91-592, R-154-000-A95-592, R-154-000-B99-114, BMRC/01/1/21/18/077, BMRC/04/1/21/19/315, SIgN-06-006, SIgN-08-020, NMRC/1150/2008, and H17/01/a0/008. F.T.C. has received consulting fees from Sime Darby Technology Centre; First Resources Ltd; Genting Plantation, and Olam International, outside the submitted work. YYS has received research support from the NUS Resilience & Growth Postdoctoral Fellowships with grant number: R-141-000-036-281. QY conducted the analysis from Hartford-Puerto Rico and United Kingdom Biobank studies. QY was funded by the U.S. National Institutes of Health (HL138098)
PY - 2022/6
Y1 - 2022/6
N2 - Background: Asthma exacerbations are a serious public health concern due to high healthcare resource utilization, work/school productivity loss, impact on quality of life, and risk of mortality. The genetic basis of asthma exacerbations has been studied in several populations, but no prior study has performed a multi-ancestry meta-analysis of genome-wide association studies (meta-GWAS) for this trait. We aimed to identify common genetic loci associated with asthma exacerbations across diverse populations and to assess their functional role in regulating DNA methylation and gene expression.Methods: A meta-GWAS of asthma exacerbations in 4989 Europeans, 2181 Hispanics/Latinos, 1250 Singaporean Chinese, and 972 African Americans analyzed 9.6 million genetic variants. Suggestively associated variants (p ≤ 5 × 10-5 ) were assessed for replication in 36,477 European and 1078 non-European asthma patients. Functional effects on DNA methylation were assessed in 595 Hispanic/Latino and African American asthma patients and in publicly available databases. The effect on gene expression was evaluated in silico.Results: One hundred and twenty-six independent variants were suggestively associated with asthma exacerbations in the discovery phase. Two variants independently replicated: rs12091010 located at vascular cell adhesion molecule-1/exostosin like glycosyltransferase-2 (VCAM1/EXTL2) (discovery: odds ratio (ORT allele ) = 0.82, p = 9.05 × 10-6 and replication: ORT allele = 0.89, p = 5.35 × 10-3 ) and rs943126 from pantothenate kinase 1 (PANK1) (discovery: ORC allele = 0.85, p = 3.10 × 10-5 and replication: ORC allele = 0.89, p = 1.30 × 10-2 ). Both variants regulate gene expression of genes where they locate and DNA methylation levels of nearby genes in whole blood.Conclusions: This multi-ancestry study revealed novel suggestive regulatory loci for asthma exacerbations located in genomic regions participating in inflammation and host defense.
AB - Background: Asthma exacerbations are a serious public health concern due to high healthcare resource utilization, work/school productivity loss, impact on quality of life, and risk of mortality. The genetic basis of asthma exacerbations has been studied in several populations, but no prior study has performed a multi-ancestry meta-analysis of genome-wide association studies (meta-GWAS) for this trait. We aimed to identify common genetic loci associated with asthma exacerbations across diverse populations and to assess their functional role in regulating DNA methylation and gene expression.Methods: A meta-GWAS of asthma exacerbations in 4989 Europeans, 2181 Hispanics/Latinos, 1250 Singaporean Chinese, and 972 African Americans analyzed 9.6 million genetic variants. Suggestively associated variants (p ≤ 5 × 10-5 ) were assessed for replication in 36,477 European and 1078 non-European asthma patients. Functional effects on DNA methylation were assessed in 595 Hispanic/Latino and African American asthma patients and in publicly available databases. The effect on gene expression was evaluated in silico.Results: One hundred and twenty-six independent variants were suggestively associated with asthma exacerbations in the discovery phase. Two variants independently replicated: rs12091010 located at vascular cell adhesion molecule-1/exostosin like glycosyltransferase-2 (VCAM1/EXTL2) (discovery: odds ratio (ORT allele ) = 0.82, p = 9.05 × 10-6 and replication: ORT allele = 0.89, p = 5.35 × 10-3 ) and rs943126 from pantothenate kinase 1 (PANK1) (discovery: ORC allele = 0.85, p = 3.10 × 10-5 and replication: ORC allele = 0.89, p = 1.30 × 10-2 ). Both variants regulate gene expression of genes where they locate and DNA methylation levels of nearby genes in whole blood.Conclusions: This multi-ancestry study revealed novel suggestive regulatory loci for asthma exacerbations located in genomic regions participating in inflammation and host defense.
KW - EXTL2
KW - PANK1
KW - asthma exacerbations
KW - GWAS
KW - single-nucleotide polymorphism
UR - http://www.scopus.com/inward/record.url?scp=85132955633&partnerID=8YFLogxK
U2 - 10.1111/pai.13802
DO - 10.1111/pai.13802
M3 - Article
C2 - 35754128
AN - SCOPUS:85132955633
SN - 0905-6157
VL - 33
JO - Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology
JF - Pediatric allergy and immunology : official publication of the European Society of Pediatric Allergy and Immunology
IS - 6
M1 - e13802
ER -
