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Fine mapping of genetic susceptibility loci for melanoma reveals a mixture of single variant and multiple variant regions.


ABSTRACT: 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."

SUBMITTER: Barrett JH 

PROVIDER: S-EPMC4328144 | biostudies-literature | 2015 Mar

REPOSITORIES: biostudies-literature

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Fine mapping of genetic susceptibility loci for melanoma reveals a mixture of single variant and multiple variant regions.

Barrett Jennifer H JH   Taylor John C JC   Bright Chloe C   Harland Mark M   Dunning Alison M AM   Akslen Lars A LA   Andresen Per A PA   Avril Marie-Françoise MF   Azizi Esther E   Bianchi Scarrà Giovanna G   Brossard Myriam M   Brown Kevin M KM   Dębniak Tadeusz T   Elder David E DE   Friedman Eitan E   Ghiorzo Paola P   Gillanders Elizabeth M EM   Gruis Nelleke A NA   Hansson Johan J   Helsing Per P   Hočevar Marko M   Höiom Veronica V   Ingvar Christian C   Landi Maria Teresa MT   Lang Julie J   Lathrop G Mark GM   Lubiński Jan J   Mackie Rona M RM   Molven Anders A   Novaković Srdjan S   Olsson Håkan H   Puig Susana S   Puig-Butille Joan Anton JA   van der Stoep Nienke N   van Doorn Remco R   van Workum Wilbert W   Goldstein Alisa M AM   Kanetsky Peter A PA   Pharoah Paul D P PD   Demenais Florence F   Hayward Nicholas K NK   Newton Bishop Julia A JA   Bishop D Timothy DT   Iles Mark M MM  

International journal of cancer 20140814 6


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  ...[more]

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