9006 Background: We recently reported the identification of a specific miRNA cluster frequently overexpressed in melanoma which enhances the metastatic behavior (Segura et al., 2009. PNAS. In press). In this study, we aim to define the clinical relevance of miRNA expression, in particular whether miRNAs can serve as prognostic biomarkers for melanoma patients. Methods: Total RNA was extracted from formalin-fixed paraffin embedded (FFPE) tissue samples from 61 metastatic melanoma specimens (25 lymph node, 16 soft tissue/skin, 13 brain and 7 visceral) accrued by the NYU Interdisciplinary Melanoma Cooperative Group (IMCG). RNA was hybridized into miRNA arrays (miRdicatorTM, Rosetta Genomics, Inc) containing probes for more than 600 miRNA sequences, including all the human miRNAs in the 9.0 version of miRBase. The Significance Analysis of Microarrays (SAM) was used to identify miRNAs significantly associated with survival, and the False Discovery Rate (FDR) approach was used to adjust for multiple comparisons. Results: We identified a signature of 18 miRNAs, whose up-regulation significantly associates with better prognosis (increased overall survival and post-recurrence survival) using the FDR of 0%. Quantitative RT-PCR on the same tissues has verified the array results in 15 out of 15 miRNAs analyzed. Some of these miRNAs were significantly associated with stage at recurrence, while others significantly correlated with the site of metastasis (i.e. visceral, brain, soft-tissue). Using cross-validation, we selected a miRNA signature consisting of 10 of these significant miRNAs with lowest misclassification error in predicting 1.5-year post-recurrence survival. We are currently validating these findings in a separate cohort of metastatic patients. Furthermore, we are investigating whether these ‘protective' miRNAs can be detected in the corresponding primary lesions and thus, whether they already hold prognostic value at early stages of the disease. Conclusions: Our data suggest a role for miRNAs as melanoma biomarkers, and support the development of miRNA- based monitoring assays. These analyses are also expanding our understanding of the molecular alterations underlying melanoma progression, by revealing miRNAs whose down-regulation associates with a more aggressive biological behavior. [Table: see text]