We observed that the predominant developmental patterns in RPS of 32 signature genes for the less aggressive HCC subtype (S-I, good prognosis) gradually increased after birth (11 genes; typically, ADH4) (Fig. 4b, c; Supplementary Fig. S10c, Table S1 and Data S1). Here, ADH4 is linked to hepatocellular carcinoma.