Notably, KEAP1 expression is elevated in CTCs from CR patients and undetectable in all but one CTC from patients with PD...Thus, loss of KEAP1 expression and associated upregulation of NRF2 signaling within individual melanoma CTCs are associated with poor response to ICB in our CTC cohort.