Serum markers such as lactate dehydrogenase, PD-L1 expression on melanoma cells, microsatellite instability, and the composition of circulating blood cells such as lymphocytes, neutrophils, and eosinophils, either individually or in combination, have potential predictive value (56). This evidence concerns the gene CD274 and melanoma.