The variables included in the multivariate analysis for OS and EFS in Model 1 were age, tumor stage, tumor depth, histological grade, tumor differentiation, mitotic count, tumor necrosis, intra-tumoral infiltration of PD1-positive lymphocytes, and PD-L1 expression. The gene discussed is CD274; the disease is neoplasm.