Performing differential gene expression analysis in HeLa cells and TCGA-CESC patients, we identified several RNF20 and RNF40-dependent gene signatures, the peroxisome transcriptional program being one consistently associated with high H2Bub1 signaling activity in the three studied systems. Here, RNF20 is linked to cervical squamous cell carcinoma.