About 120,000 types of protein molecules have yielded up their structures to science. That sounds a lot, but it isn't. The techniques, such as X-ray crystallography and nuclear-magnetic-resonance (NMR), which are used to elucidate the structures as not yet work on all proteins. Some types are hard to produce or purify in the volumes required. Others do not seem to crystallise at all - a prerequisite for probing them with X-rays.

As a consequence, those structures that have been determined include which are less than a third of the 16,000 known protein families. Researchers can build reasonable computer models for another third because the structures of these resemble ones already known. For the remainder, however, there is nothing to go on.

In addition to this lack of information about protein families, there is a lack of information about those from the species of most interest to researchers: Homo sapiens. Only a quarter of known protein structures are human. A majority of the rest comes from bacteria. This paucity is a problem, for in proteins form and function are intimately related. A protein is a chain of smaller molecules, called amino acids, that is often hundreds or thousands of links long. By a process not well understood, this chain folds up, after it has been made, into a specific and complex three-dimensional shape. That shape determines what the protein does.