This exploratory study investigated the combined diagnostic performance of circulating microRNA-155 (miR-155) and vascular endothelial growth factor (VEGF) in CRC, with mechanistic support from molecular docking and integration into an AI-based predictive model. The gene discussed is VEGFA; the disease is colorectal carcinoma.