This review discusses the role of FMR1 in cellular metabolism and its potential involvement in cancer, focusing on glycolysis, mitochondrial metabolism, lipid metabolism, immune cell metabolism, and tumor immune evasion, and as a potential target to enhance immunotherapy, and highlights future research directions to elucidate its mechanistic roles in cancer. Here, FMR1 is linked to neoplasm.