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Melanoma
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- Original Article Melanocytes/MelanomaOpen Archive
Identification, Review, and Systematic Cross-Validation of microRNA Prognostic Signatures in Metastatic Melanoma
Journal of Investigative DermatologyVol. 136Issue 1p245–254Published in issue: January, 2016- Kaushala Jayawardana
- Sarah-Jane Schramm
- Varsha Tembe
- Samuel Mueller
- John F. Thompson
- Richard A. Scolyer
- and others
Cited in Scopus: 59In metastatic melanoma, it is vital to identify and validate biomarkers of prognosis. Previous studies have systematically evaluated protein biomarkers or mRNA-based expression signatures. No such analyses have been applied to microRNA (miRNA)-based prognostic signatures. As a first step, we identified two prognostic miRNA signatures from publicly available data sets (Gene Expression Omnibus/The Cancer Genome Atlas) of global miRNA expression profiling information. A 12-miRNA signature predicted longer survival after surgery for resection of American Joint Committee on Cancer stage III disease (>4 years, no sign of relapse) and outperformed American Joint Committee on Cancer standard-of-care prognostic markers in leave-one-out cross-validation analysis (error rates 34% and 38%, respectively).