The ability to quickly and reliably separate and identify active components in natural product mixtures “using bio-assay and/or mass spectrometry guided fractionation” is critical for successful natural product-based drug discovery. Dereplication is the practice of screening active compounds early in the development process, to recognize and eliminate compounds that have been previously studied. This enables scientists to focus on testing truly ‘unknown’ compounds.