TNF and Immunodeficiency: This mechanism represents a localized immune deficiency that allows tumors to escape, known as “adaptive immune tolerance”.39, 40 Both TNF‐α and IL‐2 are critical components of an inflammatory TME, which may contribute to regulating PD‐L1 expression.