Computational design of protein-small molecule interfaces

被引:19
作者
Allison, Brittany [1 ]
Combs, Steven [1 ]
DeLuca, Sam [2 ]
Lemmon, Gordon [2 ]
Mizoue, Laura [3 ,6 ]
Meiler, Jens [1 ,2 ,4 ,5 ,6 ,7 ]
机构
[1] Vanderbilt Univ, Dept Chem, Stevenson Ctr 7330, Nashville, TN 37235 USA
[2] Chem & Phys Biol Program, Nashville, TN 37232 USA
[3] Vanderbilt Univ, Dept Biochem, Nashville, TN 37232 USA
[4] Vanderbilt Univ, Dept Pharmacol, Nashville, TN 37232 USA
[5] Dept Biomed Informat, Eskind Biomed Lib 400, Nashville, TN 37232 USA
[6] Struct Biol Ctr, Nashville, TN 37232 USA
[7] Inst Chem Biol, Nashville, TN 37232 USA
基金
美国国家科学基金会;
关键词
Rosetta; RosettaLigand; Computational interface design; Protein-small molecule interaction; Ligand docking; Sequence optimization; DEAD-END ELIMINATION; PHAGE DISPLAY; SIDE-CHAIN; BINDING; PREDICTION; SPECIFICITY; ALGORITHM; BENCHMARK; SELECTION; REDESIGN;
D O I
10.1016/j.jsb.2013.08.003
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
The computational design of proteins that bind small molecule ligands is one of the unsolved challenges in protein engineering. It is complicated by the relatively small size of the ligand which limits the number of intermolecular interactions. Furthermore, near-perfect geometries between interacting partners are required to achieve high binding affinities. For apolar, rigid small molecules the interactions are dominated by short-range van der Waals forces. As the number of polar groups in the ligand increases, hydrogen bonds, salt bridges, cation-pi, and pi-pi interactions gain importance. These partial covalent interactions are longer ranged, and additionally, their strength depends on the environment (e.g. solvent exposure). To assess the current state of protein-small molecule interface design, we benchmark the popular computer algorithm Rosetta on a diverse set of 43 protein-ligand complexes. On average, we achieve sequence recoveries in the binding site of 59% when the ligand is allowed limited reorientation, and 48% when the ligand is allowed full reorientation. When simulating the redesign of a protein binding site, sequence recovery among residues that contribute most to binding was 52% when slight ligand reorientation was allowed, and 27% when full ligand reorientation was allowed. As expected, sequence recovery correlates with ligand displacement. (C) 2013 Elsevier Inc. All rights reserved.
引用
收藏
页码:193 / 202
页数:10
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