Our mass spectrometry, transcriptomic, and metabonomic analyses suggest that FGL1 regulates glycolysis by mediating the PI3K/AKT/HIF-1α pathway to influence malignant progression such as tumor proliferation and metastasis. This evidence concerns the gene AKT1 and neoplasm.