Through further research and analysis, we found that the increased ANGPTL4 expression in the GBC stroma was associated with tumor invasive activity characteristics such as differentiation, liver metastasis, venous invasion, and curability, and ANGPTL4 expression in GCAFs was an independent prognostic factor for GBC patients. The gene discussed is ANGPTL4; the disease is neoplasm.