首页 | 本学科首页   官方微博 | 高级检索  
     


A comprehensive genome‐wide analysis of melanoma Breslow thickness identifies interaction between CDC42 and SCIN genetic variants
Authors:Qingyi Wei  Wei V. Chen  Hamida Mohamdi  Lynda Vincent‐Fetita  Patricia Margaritte‐Jeannin  Nolwenn Lavielle  Eve Maubec  Mark Lathrop  Marie‐Françoise Avril  Christopher I. Amos  Jeffrey E. Lee  Florence Demenais
Affiliation:1. Duke Cancer Institute, Duke University Medical Center and Department of Medicine, Duke University School of Medicine, Durham, NC;2. Laboratory Informatics System, Department of Clinical Applications & Support, the University of Texas M. D. Anderson Cancer Center, Houston, TX;3. INSERM, Genetic Variation and Human Diseases Unit, UMR‐946, France;4. Université Sorbonne Paris Cité, Institut Universitaire d'Hématologie, Université Paris Diderot, Paris, France;5. AP‐HP, H?pital Cochin Et Université Paris Descartes, Paris, France;6. AP‐HP, Service De Dermatologie, H?pital Avicenne, t Université Paris 13, Bobigny, France;7. McGill University and Genome Quebec Innovation Centre, Montreal, Quebec, Canada;8. Department of Community and Family Medicine, Geisel College of Medicine, Dartmouth College, Hanover, NH;9. Department of Surgical Oncology, the University of Texas MD Anderson Cancer Center, Houston, TX
Abstract:Breslow thickness (BT) is a major prognostic factor of cutaneous melanoma (CM), the most fatal skin cancer. The genetic component of BT has only been explored by candidate gene studies with inconsistent results. Our objective was to uncover the genetic factors underlying BT using an hypothesis‐free genome‐wide approach. Our analysis strategy integrated a genome‐wide association study (GWAS) of single nucleotide polymorphisms (SNPs) for BT followed by pathway analysis of GWAS outcomes using the gene‐set enrichment analysis (GSEA) method and epistasis analysis within BT‐associated pathways. This strategy was applied to two large CM datasets with Hapmap3‐imputed SNP data: the French MELARISK study for discovery (966 cases) and the MD Anderson Cancer Center study (1,546 cases) for replication. While no marginal effect of individual SNPs was revealed through GWAS, three pathways, defined by gene ontology (GO) categories were significantly enriched in genes associated with BT (false discovery rate ≤5% in both studies): hormone activity, cytokine activity and myeloid cell differentiation. Epistasis analysis, within each significant GO, identified a statistically significant interaction between CDC42 and SCIN SNPs (pmeta‐int =2.2 × 10?6, which met the overall multiple‐testing corrected threshold of 2.5 × 10?6). These two SNPs (and proxies) are strongly associated with CDC42 and SCIN gene expression levels and map to regulatory elements in skin cells. This interaction has important biological relevance since CDC42 and SCIN proteins have opposite effects in actin cytoskeleton organization and dynamics, a key mechanism underlying melanoma cell migration and invasion.
Keywords:genome‐wide association studies  pathway analysis  gene‐gene interaction  melanoma  Breslow thickness
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号