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A genome-wide association study of adults with community-acquired pneumonia

全基因组关联研究 插补(统计学) 遗传关联 生物 基因分型 遗传学 单核苷酸多态性 基因型 基因 机器学习 缺少数据 计算机科学
作者
Eva Suarez-Pajes,Itahisa Marcelino-Rodríguez,Elisa Hernández Brito,Silvia Gonzalez-Barbuzano,Melody Ramirez-Falcon,Eva Tosco-Herrera,Luis A. Rubio-Rodríguez,M. Luisa Briones,Olga Rajas,Luis Borderías,José Ferreres,Antoni Payeras,Leonardo Lorente,Javier Aspa,José M. Lorenzo-Salazar,José Manuel Valencia-Gallardo,Edurne Carbonell,J. Freixinet,Felipe Rodrı́guez de Castro,Jordi Solé Violán,Carlos Flores,Carlos Rodríguez‐Gallego
出处
期刊:Cold Spring Harbor Laboratory - medRxiv
标识
DOI:10.1101/2023.08.29.23294759
摘要

ABSTRACT Introduction Community-acquired pneumonia (CAP) is associated with high morbidity and hospitalization rate. In infectious diseases, host genetics plays a critical role in susceptibility and immune response, and the immune pathways involved are highly dependent on the microorganism and its route of entry. Objective To identify genetic risk loci for CAP using a one-stage genome-wide association study (GWAS). Methods We performed a GWAS on 3,765 Spanish individuals, including 257 adult patients hospitalized with CAP and 3,508 population controls. Pneumococcal CAP was documented in 30% of patients; the remaining 70% were selected among patients with unidentified microbiological etiology. Genotyping and imputation allowed testing the association of 7,6 million variants using logistic regressions. Subsequently, we prioritized genes and likely causal variants based on Bayesian fine mapping and functional evidence. Imputation and association testing of the classic HLA alleles and amino acids was also conducted. Results We revealed six independent sentinel variants that were genome-wide significant ( p <5×10 −8 ), three located on chromosome 6p21.32, and one for each of the chromosomes 4q28.2, 11p12, and 20q11.22. Our analyses prioritized C4orf33 on 4q28.2, TAPBP on 6p21.32, and ZNF341 on 20q11.22. Interestingly, genetic defects of TAPBP and ZNF341 are previously known inborn errors of immunity predisposing to bacterial pneumonia, including pneumococcus and Haemophyilus influenzae . Associations were all non-significant for the classic HLA alleles. Conclusions We completed a GWAS of CAP and identified four novel risk loci involved in CAP susceptibility.
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