Discrimination of native protein structures using atom-atom contact scoring.
We introduce a method for discriminating correctly folded proteins from well designed decoy structures using atom-atom and atom-solvent contact surfaces. The measure used to quantify contact surfaces integrates the solvent accessible surface and interatomic contacts into one quantity, allowing solvent to be treated as an atom contact. A scoring function was derived from statistical contact preferences within known protein structures and validated by using established protein decoy sets, including the "Rosetta" decoys and data from the CASP4 structure predictions. The scoring function effectively distinguished native structures from all corresponding decoys in >90% of the cases, using isolated protein subunits as target structures. If contacts between subunits within quaternary structures are included, the accuracy increases to 97%. Interactions beyond atom-atom contact range were not required to distinguish native structures from the decoys using this method. The contact scoring performed as well or better than existing statistical and physicochemical potentials and may be applied as an independent means of evaluating putative structural models.
McConkey
Brendan J
BJ
Department of Plant Sciences, Weizmann Institute of Science, Rehovot 76100, Israel. mcconkey@uwaterloo.ca
Sobolev
Vladimir
V
Edelman
Marvin
M
D002412:Cations / Q000737:chemistry; D055598:Chemical Phenomena; D002627:Chemistry, Physical; D030562:Databases, Protein; D015394:Molecular Structure; D017510:Protein Folding; D021122:Protein Subunits; D011506:Proteins / Q000737:chemistry*; D013816:Thermodynamics
D002412:Cations; D021122:Protein Subunits; D011506:Proteins