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GWAS Study

Risk prediction of pulmonary tuberculosis using genetic and conventional risk factors in adult Korean population.

Hong EP, Go MJ, Kim HL et al.

28355295 PubMed ID
GWAS Study Type
2469 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

HE
Hong EP
GM
Go MJ
KH
Kim HL
PJ
Park JW
Chapter II

Abstract

Summary of the research findings

A complex interplay among host, pathogen, and environmental factors is believed to contribute to the risk of developing pulmonary tuberculosis (PTB). The lack of replication of published genome-wide association study (GWAS) findings limits the clinical utility of reported single nucleotide polymorphisms (SNPs). We conducted a GWAS using 467 PTB cases and 1,313 healthy controls obtained from two community-based cohorts in Korea. We evaluated the performance of PTB risk models based on different combinations of genetic and nongenetic factors and validated the results in an independent Korean population comprised of 179 PTB cases and 500 healthy controls. We demonstrated the polygenic nature of PTB and nongenetic factors such as age, sex, and body mass index (BMI) were strongly associated with PTB risk. None of the SNPs achieved genome-wide significance; instead, we were able to replicate the associations between PTB and ten SNPs near or in the genes, CDCA7, GBE1, GADL1, SPATA16, C6orf118, KIAA1432, DMRT2, CTR9, CCDC67, and CDH13, which may play roles in the immune and inflammatory pathways. Among the replicated SNPs, an intergenic SNP, rs9365798, located downstream of the C6orf118 gene showed the most significant association under the dominant model (OR = 1.59, 95% CI 1.32-1.92, P = 2.1×10-6). The performance of a risk model combining the effects of ten replicated SNPs and six nongenetic factors (i.e., age, sex, BMI, cigarette smoking, systolic blood pressure, and hemoglobin) were validated in the replication set (AUC = 0.80, 95% CI 0.76-0.84). The strategy of combining genetic and nongenetic risk factors ultimately resulted in better risk prediction for PTB in the adult Korean population.

467 Korean ancestry cases, 1,313 Korean ancestry controls

Chapter III

Study Statistics

Key metrics and study information

2469
Total Participants
GWAS
Study Type
Yes
Replicated
179 Korean ancestry cases, 500 Korean ancestry controls
Replication Participants
East Asian
Ancestry
Republic of Korea
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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