In contrast, the coefficients of SQSTM1, HSP90AA1, and STMN1 were positive, which was consistent with the reported function of promoting or suppressing cancer, indicating that DRGPI is a valuable prognostic biomarker for HCC patients. The gene discussed is SQSTM1; the disease is cancer.