Therefore, this systematic review aimed to synthesize preclinical evidence from murine models of colorectal cancer cachexia to determine how different exercise modalities (aerobic, resistance, and combined) modulate the myostatin–FOXO signaling axis and its downstream E3 ligases MuRF-1 and Atrogin-1. The gene discussed is MSTN; the disease is colorectal cancer.