Among these cancers, COL10A1 expression level was strongly associated with immune subtypes of BLCA, BRCA, CESC, COAD, HNSC, KICH, KIRC, KIRP, LIHC, LUAD, LUSC, MESO, OV, PAAD, PRAD, TGCT, THCA, UCEC and UVM (all p < 0.05; Supplementary Figure 5). The gene discussed is COL10A1; the disease is cancer.