GCKR and cancer: This study presents the first comprehensive pan-cancer analysis of the expression patterns, mutational characteristics, and mechanistic implications of GCKR across multiple cancer types, with a particular emphasis on how metabolic regulation intersects with immune remodeling in gastric cancer.