Metabolomic data can provide critical insights into the metabolic alterations that are characteristic of cancer cells. These alterations often include increased glycolysis ("Warburg effect"), altered lipid metabolism, and changes in amino acid metabolism. By understanding these metabolic changes, researchers can identify potential biomarkers for early cancer detection, monitor disease progression, and develop targeted therapies.