Avtor/Urednik		Barrett, Jennifer H; Hočevar, Marko; Novaković, Srdjan
Naslov		Fine mapping of genetic susceptibility loci for melanoma reveals a mixture of single variant and multiple variant regions
Tip		članek
Vol. in št.		Letnik 136, št. 6
Leto izdaje		2015
Obseg		str. 1351-1360
ISSN		0020-7136 - International journal of cancer. Journal international du cancer
Jezik		eng
Abstrakt		At least 17 genomic regions are established as harboring melanoma susceptibility variants, in most instances with genome-wide levels of significance and replication in independent samples. Based on genome-wide single nucleotide polymorphism (SNP) data augmented by imputation to the 1,000 Genomes reference panel, we have fine mapped these regions in over 5,000 individuals with melanoma (mainly from the GenoMEL consortium) and over 7,000 ethnically matched controls. A penalized regression approach was used to discover those SNP markers that most parsimoniously explain the observed association in each genomic region. For the majority of the regions, the signal is best explained by a single SNP, which sometimes, as in the tyrosinase region, is a known functional variant. However in five regions the explanation is more complex. At the CDKN2A locus, for example, there is strong evidence that not only multiple SNPs but also multiple genes are involved. Our results illustrate the variability in the biology underlying genome-wide susceptibility loci and make steps toward accounting for some of the missing heritability.
Proste vsebinske oznake		melanomi geni dejavniki tveganja regresija melanoma fine mapping penalized regression