COL4A1, COL6A3, FAP, and LY6E were up-regulated in the tumor group in the training set, whereas ABCA8, MAMDC2, TMEM100, and TMEM266 were down-regulated (Figures 5A–H). The gene discussed is COL4A1; the disease is neoplasm.