Ion Channel Expression in Human Melanoma Samples: In Silico Identification and Experimental Validation of Molecular Targets.

ABSTRACT: Expression of 328 ion channel genes was investigated, by in silico analysis, in 170 human melanoma samples and controls. Ninety-one members of this gene-family (i.e., about 28%) show a significant (p < 0.05) differential expression in melanoma- vs. nevi-biopsies, taken from the GEO database. ROC (receiver operating characteristic) analysis selected 20 genes as potential markers showing the highest discrimination ability of melanoma vs. nevi (AUC > 0.90 and p < 0.0001). These 20 genes underwent a first in silico-validation round in an independent patients-dataset from GEO. A second-in silico-validation step was then carried out on a third human dataset in Oncomine. Finally, five genes were validated, showing extremely high sensitivity and specificity in melanoma detection (>90% in most case

SUBMITTER: D'Arcangelo D 

PROVIDER: S-EPMC6520727 | biostudies-literature | 2019 Mar

REPOSITORIES: biostudies-literature