Although pyrolysis-mass spectrometry (Py-MS) has been used for bacterial taxonomy, many of the mass spectral peaks used for discrimination of organisms have not been correlated to known biomolecules. This work presents the discrimination of five bacterial species based on Py-MS patterns containing only peaks that can be correlated to fatty acids and fatty acid derivatives. These correlations were confirmed by pyrolysis-tandem mass spectrometry of authentic standards and the organisms. The pattern recognition procedures used gave better results when only the fatty acid peaks were used in the analysis than when full spectra were used.