In the specific research process, we employed big data analysis to investigate the association of DNMT3L with prognostic, proliferative, metastatic, and invasive signaling across over 30 HCC datasets, deducing its biological role in HCC. This evidence concerns the gene DNMT3L and hepatocellular carcinoma.