Beyond genomic features, the tumor immune microenvironment (TME) provides crucial contextual information; the density and location of CD8+ tumor-infiltrating lymphocytes (TILs) are strong positive predictors of response (35), whereas upregulation of alternative immune checkpoints (LAG-3, TIM-3) can signify adaptive resistance mechanisms (36). Here, CD8A is linked to neoplasm.