As shown in Fig. 11A, the expression of the ALDOB, AKR1C1 and SERPINA1 in CRLM samples were significantly up-regulated compared with CRC samples, similar expression trends were obtained in the sequencing data and GSE22834 dataset (Fig. 11B, C). The gene discussed is ALDOB; the disease is colorectal carcinoma.