Taken together, these results suggest that, in both SC/ASC and AC patients, factors such as differentiation, tumor size, TNM stage, invasion, lymph node metastasis, surgical procedure, and positive ASPH expression are independent prognostic factors for gallbladder cancer, while gallstones are solely an independent risk factor for SC/ASC. The gene discussed is ASPH; the disease is gallstones.