CSAR Benchmark Exercise 2013: Evaluation of Results from a Combined Computational Protein Design, Docking, and Scoring/Ranking Challenge.

J Chem Inf Model 2016 06 9;56(6):1022-31. Epub 2015 Oct 9.

Department of Medicinal Chemistry, University of Michigan , 428 Church Street, Ann Arbor, Michigan 48109-1065, United States.

Community Structure-Activity Resource (CSAR) conducted a benchmark exercise to evaluate the current computational methods for protein design, ligand docking, and scoring/ranking. The exercise consisted of three phases. The first phase required the participants to identify and rank order which designed sequences were able to bind the small molecule digoxigenin. The second phase challenged the community to select a near-native pose of digoxigenin from a set of decoy poses for two of the designed proteins. The third phase investigated the ability of current methods to rank/score the binding affinity of 10 related steroids to one of the designed proteins (pKd = 4.1 to 6.7). We found that 11 of 13 groups were able to correctly select the sequence that bound digoxigenin, with most groups providing the correct three-dimensional structure for the backbone of the protein as well as all atoms of the active-site residues. Eleven of the 14 groups were able to select the appropriate pose from a set of plausible decoy poses. The ability to predict absolute binding affinities is still a difficult task, as 8 of 14 groups were able to correlate scores to affinity (Pearson-r > 0.7) of the designed protein for congeneric steroids and only 5 of 14 groups were able to correlate the ranks of the 10 related ligands (Spearman-ρ > 0.7).

Download full-text PDF

Source
http://pubs.acs.org/doi/10.1021/acs.jcim.5b00387
Publisher Site
http://dx.doi.org/10.1021/acs.jcim.5b00387DOI Listing
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC6588165PMC
June 2016

Publication Analysis

Top Keywords

groups correlate
8
designed proteins
8
protein design
8
decoy poses
8
docking scoring/ranking
8
benchmark exercise
8
groups
5
proteins pkd
4
pkd groups
4
steroids designed
4
affinity steroids
4
rank/score binding
4
binding affinity
4
groups correctly
4
methods rank/score
4
digoxigenin groups
4
groups providing
4
bound digoxigenin
4
sequence bound
4
correctly select
4

Similar Publications