Dynamic changes in the top 5 representative genes (Bcam, Cdh1, Ifrd1, Mxd1, and Timp1) that determine the fate of tumor cells during the pseudotime process are shown in Fig. 3f. The gene discussed is MXD1; the disease is neoplasm.