Title :
Protein-protein docking with reduced potentials by exploiting multi-dimensional energy funnels
Author :
Paschalidis, Ioannis Ch ; Shen, Yang ; Vakili, Pirooz ; Vajda, Sandor
Author_Institution :
Dept. of Manuf. Eng., Boston Univ., MA
fDate :
Aug. 30 2006-Sept. 3 2006
Abstract :
We propose a new computational approach for protein docking exploiting energy funnels in the 6-dimensional space of translations and rotations of the ligand with respect to the receptor. Our approach consists of a series of translational and orientational moves of the ligand towards the receptor. Each move is performed using a global optimization method we have developed - the semi-definite underestimation (SDU) method - which can exploit a funnel-like energy function. We compared our approach with Monte Carlo on a set of 10 protein complexes using two residue-level potentials. To achieve the same level of performance (produce a near-native les3 Aring RMSD complex) our approach reduces energy evaluations by more than a factor of two, on average
Keywords :
biology computing; molecular biophysics; molecular configurations; optimisation; proteins; rotational states; translational states; global optimization method; ligands; multidimensional energy funnels; orientational adjustment; protein structures; protein-protein docking; protein-protein interaction; residue-level potentials; rotational space; semidefinite underestimation method; translational space; Cities and towns; Computational biology; Genomics; Helium; Minimization methods; Monte Carlo methods; Optimization methods; Proteins; Shape; USA Councils; Computational biology; Global optimization; Molecular docking; Semi-definite programming;
Conference_Titel :
Engineering in Medicine and Biology Society, 2006. EMBS '06. 28th Annual International Conference of the IEEE
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0032-5
Electronic_ISBN :
1557-170X
DOI :
10.1109/IEMBS.2006.260790