Finally, analysis of CD8+ TCR, agnostic to gene expression profiles, corroborates the mechanistic consequences of rs16906115 allelic variation in melanoma, with patients who carry the risk allele displaying distinct clonal responses to treatment, consisting of clonal skewing characterized by fewer small clones but increased repertoire occupancy by expanded large clones. Here, CD8A is linked to melanoma.