Gross chromosomal and specific gene alterations are genetic aspects that are involved in rise, progression, and metastatic expansion of malignances. Concerning Uveal melanoma (UM), a variety of chromosome and gene functional and numerical imbalances in crucial molecular pathways such as cell cycle regulation, signaling transduction, apoptosis or angiogenesis have been identified and explained. UM is the most common primary ocular malignancy demonstrating increased rates, especially in middle-aged white (Caucasian) populations. Chronic exposure to ultraviolet rays/sunlight, race, gender (males), or some familial hereditary syndrome in sub-groups of patients are major factors correlated to increased risk for UM rise and progression. Specific genetic signatures at the level of chromosomal instability (CI) or at the gene mutations status characterize sub-groups of patients affecting the biological behaviour of the tumour leading to aggressive phenotypes (advanced stage-distant metastases, poor response, and survival rates). Sporadic or hereditary mediated mutations in genes including BAP1, EIF1AX, GNA11, GNAQ CHEK2, PALB2, SMARCE1, MBD4, MSH6 and MLH1. In the current molecular review, we present specific mutations -as a landscape- that are implicated in UM genetic substrate and create a variety of genetic signatures in the corresponding patients.