TGFB1 and melanoma: Malignant melanoma was the only tumor type where TGFB1 expression significantly correlated with all four variables and overall survival, suggesting that the integrin β1 / TGF-β1 / host response phenotype we identified might be uniquely associated with anti-melanoma activity (Fig 3).