The third approach to filter for polyphenol-related features involved CANOPUS, a useful tool that allows for compound class annotation from the fragmentation spectra . Features that were labeled with phenol class were filtered, yielding 222 features (Table ). The advantage of CANO-PUS is that structural reference data is not required, but it is prone to errors due to being a computational approximation.