Inclusion of the orientational entropic effect and low-resolution experimental information for protein-protein docking in Critical Assessment of PRedicted Interactions (CAPRI).
Inclusion of entropy is important and challenging for protein-protein binding prediction. Here, we present a statistical mechanics-based approach to empirically consider the effect of orientational entropy. Specifically, we globally sample the possible binding orientations based on a simple shape-complementarity scoring function using an FFT-type docking method. Then, for each generated orientation, we calculate the probability through the partition function of the ensemble of accessible states, which are assumed to be represented by the set of nearby binding modes. For each mode, the interaction energy is calculated using our ITScorePP scoring function that was developed in our laboratory based on principles of statistical mechanics. Using the above protocol, we present the results of our participation in Rounds 22-27 of the Critical Assessment of PRedicted Interactions (CAPRI) experiment for 10 targets (T46-T58). Additional experimental information, such as low-resolution small-angle X-ray scattering data, was used when available. In the prediction (or docking) experiments of the 10 target complexes, we achieved correct binding modes for six targets: one with high accuracy (T47), two with medium accuracy (T48 and T57), and three with acceptable accuracy (T49, T50, and T58). In the scoring experiments of seven target complexes, we obtained correct binding modes for six targets: one with high accuracy (T47), two with medium accuracy (T49 and T50), and three with acceptable accuracy (T46, T51, and T53).
Department of Physics and Astronomy, Department of Biochemistry, Dalton Cardiovascular Research Center, Informatics Institute, University of Missouri, Columbia, Missouri, 65211.
Sheng-You
SY
Huang
Chengfei
C
Yan
Sam Z
SZ
Grinter
Shan
S
Chang
Lin
L
Jiang
Xiaoqin
X
Zou
D000465:Algorithms; D019295:Computational Biology; D018360:Crystallography, X-Ray; D030562:Databases, Protein; D019277:Entropy; D008958:Models, Molecular; D062105:Molecular Docking Simulation; D011485:Protein Binding; D011487:Protein Conformation; D060066:Protein Interaction Maps; D011506:Proteins / Q000737:chemistry*; D012984:Software
D011506:Proteins
CAPRI experiments; entropy; molecular docking; protein-protein interaction; scoring function