TY - JOUR
T1 - Functional annotation of melanoma risk loci identifies novel susceptibility genes
AU - Fang, Shenying
AU - Lu, Jiachun
AU - Zhou, Xinke
AU - Wang, Yuling
AU - Ross, Merrick I.
AU - Gershenwald, Jeffrey E.
AU - Cormier, Janice N.
AU - Wargo, Jennifer
AU - Sui, Dawen
AU - Amos, Christopher I.
AU - Lee, Jeffrey E.
N1 - Publisher Copyright:
© The Author(s) 2019. Published by Oxford University Press.
PY - 2020/6/17
Y1 - 2020/6/17
N2 - Genome-wide association study (GWAS)-identified single-nucleotide polymorphisms (SNPs) are tag SNPs located in both transcribed and non-coding regulatory DNA regions, rather than representing causal or functional variants for disease. To identify functional variants or genes for melanoma susceptibility, we used functional mapping and annotation (FUMA) to perform functional annotation of the summary statistics of 2541 significant melanoma risk SNPs (P < 5 × 10−8) identified by GWAS. The original GWAS melanoma study included 15 990 cases and 26 409 controls, representing the largest international meta-analysis of melanoma susceptibility. We prioritized 330 unique genes, including those in immune cytokine signaling pathways, from 19 loci through positional, expression quantitative trait locus, and chromatin interaction mapping. In comparison, only 38 melanoma-related genes were identified in the original meta-analysis. In addition to the well-known melanoma susceptibility genes confirmed in the meta-analysis (MC1R, CDKN2A, TERT, OCA2 and ARNT/SETDB1), we also identified additional novel genes using FUMA to map SNPs to genes. Through chromatin interaction mapping, we prioritized IFNA7, IFNA10, IFNA16, IFNA17, IFNA14, IFNA6, IFNA21, IFNA4, IFNE and IFNA5; these 10 most significant genes are all involved in immune system and cytokine signaling pathways. In the gene analysis, we identified 72 genes with a P < 2.5 × 10−6. The genes associated with melanoma risk were DEF8 (P = 1.09 × 10−57), DBNDD1 (P = 2.19 × 10−42), SPATA33 (P = 3.54 × 10−38) and MC1R (P = 1.04 × 10−36). In summary, this study identifies novel putative melanoma susceptibility genes and provides a guide for further experimental validation of functional variants and disease-related genes.
AB - Genome-wide association study (GWAS)-identified single-nucleotide polymorphisms (SNPs) are tag SNPs located in both transcribed and non-coding regulatory DNA regions, rather than representing causal or functional variants for disease. To identify functional variants or genes for melanoma susceptibility, we used functional mapping and annotation (FUMA) to perform functional annotation of the summary statistics of 2541 significant melanoma risk SNPs (P < 5 × 10−8) identified by GWAS. The original GWAS melanoma study included 15 990 cases and 26 409 controls, representing the largest international meta-analysis of melanoma susceptibility. We prioritized 330 unique genes, including those in immune cytokine signaling pathways, from 19 loci through positional, expression quantitative trait locus, and chromatin interaction mapping. In comparison, only 38 melanoma-related genes were identified in the original meta-analysis. In addition to the well-known melanoma susceptibility genes confirmed in the meta-analysis (MC1R, CDKN2A, TERT, OCA2 and ARNT/SETDB1), we also identified additional novel genes using FUMA to map SNPs to genes. Through chromatin interaction mapping, we prioritized IFNA7, IFNA10, IFNA16, IFNA17, IFNA14, IFNA6, IFNA21, IFNA4, IFNE and IFNA5; these 10 most significant genes are all involved in immune system and cytokine signaling pathways. In the gene analysis, we identified 72 genes with a P < 2.5 × 10−6. The genes associated with melanoma risk were DEF8 (P = 1.09 × 10−57), DBNDD1 (P = 2.19 × 10−42), SPATA33 (P = 3.54 × 10−38) and MC1R (P = 1.04 × 10−36). In summary, this study identifies novel putative melanoma susceptibility genes and provides a guide for further experimental validation of functional variants and disease-related genes.
UR - http://www.scopus.com/inward/record.url?scp=85083958802&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85083958802&partnerID=8YFLogxK
U2 - 10.1093/carcin/bgz173
DO - 10.1093/carcin/bgz173
M3 - Article
C2 - 31630191
AN - SCOPUS:85083958802
SN - 0143-3334
VL - 41
SP - 452
EP - 457
JO - Carcinogenesis
JF - Carcinogenesis
IS - 4
ER -