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We use PARITY similarity to compare ligands within an EC class for a bound entity. Finding the most similar cognate ligands to a cognate ligand would also be useful - however could prove to be a very time consuming one-time exercise (could test running on a subset and get mean run time to extrapolate).
This could prove useful for exploring potential for promiscuity in enzymes.