In line with the association of proliferation signatures and response, using IMC and scRNA-seq, we detected a higher infiltration of Ki-67+ and CD103+CD8+ T cells with features of dysfunctional/exhausted tumour-reactive cells in responders. The gene discussed is ITGAE; the disease is neoplasm.