The proportion and average number of the distinct cell types in different liver samples were shown in Fig. S1D. Meanwhile, recent study has revealed a mass of the ECs (marked by CD31) are located in the tumor tissue in DEN-induced primary liver cancer model, which closely related with progression of HCC[23]. The gene discussed is PECAM1; the disease is neoplasm.