Similarly, FuncLib predicts mutations based on evolutionary information (phylogenetic analysis), and therefore would be expect to work best on naturally occurring enzymes. Yet both here, and in our prior work, we demonstrate that FuncLib is also a powerful tool for engineering de novo active sites. In both cases, it appears that information from natural evolution can be transferred also for optimizing a de novo activity.