Metabolic fingerprints can be detected using advanced analytical techniques such as mass spectrometry and nuclear magnetic resonance (NMR) spectroscopy. These techniques allow researchers to profile the metabolites present in cancer cells and tissues, identifying unique patterns associated with different cancer types or stages. The data obtained can be analyzed using bioinformatics tools to discern distinct metabolic signatures.