Abstract

Background: Recent genome-wide association studies (GWASs) have suggested several susceptibility loci of hepatitis B virus (HBV)-related hepatocellular carcinoma (HCC) by statistical analysis at individual single-nucleotide polymorphisms (SNPs). However, these loci only explain a small fraction of HBV-related HCC heritability. Methods: In the present study, we aimed to identify additional susceptibility loci in two existing HBV-related HCC GWAS datasets using advanced gene- and gene-set-based association tests. Findings: The gene-based association analysis suggested that five genes are associated with HBV-related HCC risk: RNY4, GOLGA8M, LINC01207, WHAMMP2 and SLC39A8 with statistical significance. Through gene-set-based association analysis, we found that the genes in systemic lupus erythematosus pathway may be relevant to development of HBV-related HCC. Three previously reported genes, NAT2, GSTA1 and GSTA2, were also highlighted when genes were stratified in a liver-specific expression set. Furthermore, our analyses suggested that susceptibility loci of HBV-related HCC are unlikely to be enriched in several functional gene sets of HCC defined by our current knowledge. However, our failure to replicate significance at individual SNPs selected from the knowledge-based association analyses in independent cohorts calls for larger replication studies. Interpretation: This comprehensive knowledge-based association mining study suggested several promising genes significantly associated with HBV-related HCC risk, which may shed insights into the pathogenic mechanism of this fatal disorder. Funding Statement: This study was supported by Hong Kong Health and the Medical Research Fund (01121436 and 02132236 to M.X.L.), the National Natural Science Foundation of China (31100895, 81472618 and 81670535 to D.K.J., 81402297 to Q.L.X.), the National Science and Technology Major Project (No. 2018ZX10301202 to D.K.J. and J.H.), the Local Innovative and Research Teams Project of Guangdong Pearl River Talents Program (No. 2017BT01S131 to D.K.J. and J.H.), the Grant for Recruited Talents to Start Scientific Research from Nanfang Hospital (to D.K.J.), and the Distinguished Youth Scholars Incubation Project of Nanfang Hospital (No. 2017J001 to D.K.J.) Declaration of Interests: The authors declare that they have no conflict of interest. Ethics Approval Statement: The study was performed in accordance with guidelines approved by the local ethical committees from all participating centers involved in both the GWAS stage and the replication stage. An informed consent to participate in the study was obtained from each subject in accordance with the declaration of Helsinki principles. All study participants approved the storage of their frozen DNA specimens, for research purposes, in our laboratory.

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