Here, we observed that low levels of immune-inhibitory factors, such as TOX and Foxp3, as well as high numbers of infiltrated lymphocytes in tumor tissues and high baseline levels of inflammatory cytokines may predict a clinical benefit for auto-TIL treatment. The gene discussed is TOX; the disease is neoplasm.