Here, we systematically investigated the expression of MTDH, deconvoluted tumor immune environments, and estimated gene signatures in the The Cancer Genome Atlas (TCGA) pan-cancer, independent cancer series, and multiple cancer immunotherapy cohorts. This evidence concerns the gene MTDH and cancer.