Abstract Immune checkpoint inhibitors (ICI) have revolutionized treatment for various cancers; however, durable response is limited to only a subset of patients. Discovery blood-based biomarkers that reflect dynamic change the tumor microenvironment, and predict ICI, will markedly improve current regimens. Here, we investigate CX3C chemokine receptor 1 (CX3CR1), marker T-cell differentiation, a...