In this present study, we built a novel autophagy-related five-gene signature according to the relative transcription level (including CLN3, HGF, TRIM22, SNRPD1, and SNRPE) in the GSE14520 dataset (training set) for RFS prediction in patients with HCC. The gene discussed is CLN3; the disease is hepatocellular carcinoma.