While researchers already know what the DNA-blueprints look like for most proteins, they do not know what many of these proteins actually do in the body. An interdisciplinary team composed of experimental and computational scientists has now systematically quantified and characterized the extent of this knowledge gap. An unprecedented effort has been directed towards predicting more specifically how many, among the proteins of unknown function, are enzymes.