No obvious impact of CX3CR1 expression in melanoma on the response to immune checkpoint inhibitor therapy was observed while increased pretreatment and on-treatment frequency of a CD8+ T-cell cluster expressing high levels of exhaustion markers was associated with poor response to the treatment. The gene discussed is CD8A; the disease is melanoma.