Abstract. In addition to targeted agents, chemotherapy is currently considered to be a treatment option for patients with advanced hepatocellular carcinoma (HCC); however, it is associated with severe side effects that may limit its clinical use. UDP-N-acetyl-α-D-galactosamine:polypep tide N-acetyl-galactosaminyltransferase 14 (GALNT14) genotype was previously identified as a prognostic marker for HCC patients receiving 5-fluorouracil, mitoxantrone and cisplatin (FMP) combination chemotherapy. The present study aimed to assess clinical parameters and on-treatment side effects as effective predictors for favorable prognosis. A total of 118 patients with HCC receiving split-dose FMP were retrospectively enrolled. The clinical parameters, side effects and GALNT14 genotype were analyzed. The independent predictors for time-to-progression (TTP) and overall survival (OS) were assessed using Cox proportional hazards models. Following categorization, the Kaplan-Meier method was used to compare survival outcomes. Pretreatment α-fetoprotein (AFP) ≤2,800 ng/ml (median level), GALNT14 'TT' genotype, on-treatment leukopenia and absence of vomiting were identified as independent predictors of a favorable TTP (P= 0.001, 0.035, 0.008 and 0.009, respectively) and OS (P= 0.028, 0.006, 0.027 and 0.013, respectively). A total of 59 patients with AFP ≤2,800 ng̸ml exhibited longer median TTP and OS (3.11 vs. 1.75 months, P<0.001; and 8.14 vs. 3.79 months, P<0.001, respectively). A total of 30 patients with the GALNT14 'TT' genotype exhibited longer median TTP and OS (3.11 vs. 2.11 months, P= 0.014; and 5.75 vs. 3.93 months, P=0.001, respectively). Finally, 9 patients (9/118; 7.6%) with all four favorable factors exhibited the longest median TTP and OS (10.64 vs. 2.07 months, P= 0.002; and 25.50 vs. 4.50 months, P<0.001, respectively). In conclusion, the AFP level and the GALNT genotype may be considered as pre-therapeutic predictors of a favorable response. When combined with on-treatment leukopenia and absence of vomiting, a subgroup of patients with excellent outcome may be identified.