In summary, our results showed that 5 key hub genes, MAPK3, WAS, DNAJC5, PRKCD, and GRB2, which were highly expressed in cluster A and can distinguish cluster A from cluster B of CIS. Here, DNAJC5 is linked to in situ carcinoma.