Preclinical studies reveal VC’s ability to reprogram the tumor microenvironment (TME) through collagen hydroxylation-mediated extracellular matrix remodeling, Treg suppression, and enhancement of CD8+ T cell infiltration. The gene discussed is CD8A; the disease is neoplasm.