The FTMap family of web servers for determining and characterizing ligand-binding hot spots of proteins

被引:455
作者
Kozakov, Dima [1 ]
Grove, Laurie E. [2 ]
Hall, David R. [3 ]
Bohnuud, Tanggis [1 ]
Mottarella, Scott E. [4 ]
Luo, Lingqi [4 ]
Xia, Bing [1 ]
Beglov, Dmitri [1 ]
Vajda, Sandor [1 ]
机构
[1] Boston Univ, Dept Biomed Engn, Boston, MA 02215 USA
[2] Wentworth Inst Technol, Dept Sci, Boston, MA USA
[3] Acpharis Inc, Holliston, MA USA
[4] Boston Univ, Program Bioinformat, Boston, MA 02215 USA
关键词
FRAGMENT-BASED IDENTIFICATION; SOLVENT CRYSTAL-STRUCTURES; SITE-IDENTIFICATION; STRUCTURAL BASIS; DRUG DESIGN; HUMAN RENIN; KINASE LCK; PREDICTION; DISCOVERY; ENERGY;
D O I
10.1038/nprot.2015.043
中图分类号
Q5 [生物化学];
学科分类号
071010 ; 081704 ;
摘要
FTMap is a computational mapping server that identifies binding hot spots of macromolecules-i.e., regions of the surface with major contributions to the ligand-binding free energy. To use FTMap, users submit a protein, DNA or RNA structure in PDB (Protein Data Bank) format. FTMap samples billions of positions of small organic molecules used as probes, and it scores the probe poses using a detailed energy expression. Regions that bind clusters of multiple probe types identify the binding hot spots in good agreement with experimental data. FTMap serves as the basis for other servers, namely FTSite, which is used to predict ligand-binding sites, FTFlex, which is used to account for side chain flexibility, FTMap/param, used to parameterize additional probes and FTDyn, for mapping ensembles of protein structures. Applications include determining the druggability of proteins, identifying ligand moieties that are most important for binding, finding the most bound-like conformation in ensembles of unliganded protein structures and providing input for fragment-based drug design. FTMap is more accurate than classical mapping methods such as GRID and MCSS, and it is much faster than the more-recent approaches to protein mapping based on mixed molecular dynamics. By using 16 probe molecules, the FTMap server finds the hot spots of an average-size protein in < 1 h. As FTFlex performs mapping for all low-energy conformers of side chains in the binding site, its completion time is proportionately longer.
引用
收藏
页码:733 / 755
页数:23
相关论文
共 87 条
[1]   GAMESS As a Free Quantum-Mechanical Platform for Drug Research [J].
Alexeev, Yuri ;
Mazanetz, Michael P. ;
Ichihara, Osamu ;
Fedorov, Dmitri G. .
CURRENT TOPICS IN MEDICINAL CHEMISTRY, 2012, 12 (18) :2013-2033
[2]   An experimental approach to mapping the binding surfaces of crystalline proteins [J].
Allen, KN ;
Bellamacina, CR ;
Ding, XC ;
Jeffery, CJ ;
Mattos, C ;
Petsko, GA ;
Ringe, D .
JOURNAL OF PHYSICAL CHEMISTRY, 1996, 100 (07) :2605-2611
[3]   Druggability Assessment of Allosteric Proteins by Dynamics Simulations in the Presence of Probe Molecules [J].
Bakan, Ahmet ;
Nevins, Neysa ;
Lakdawala, Ami S. ;
Bahar, Ivet .
JOURNAL OF CHEMICAL THEORY AND COMPUTATION, 2012, 8 (07) :2435-2447
[4]   Minimal ensembles of side chain conformers for modeling protein-protein interactions [J].
Beglov, Dmitri ;
Hall, David R. ;
Brenke, Ryan ;
Shapovalov, Maxim V. ;
Dunbrack, Roland L., Jr. ;
Kozakov, Dima ;
Vajda, Sandor .
PROTEINS-STRUCTURE FUNCTION AND BIOINFORMATICS, 2012, 80 (02) :591-601
[5]   The Protein Data Bank [J].
Berman, HM ;
Westbrook, J ;
Feng, Z ;
Gilliland, G ;
Bhat, TN ;
Weissig, H ;
Shindyalov, IN ;
Bourne, PE .
NUCLEIC ACIDS RESEARCH, 2000, 28 (01) :235-242
[6]   CASTp: Computed atlas of surface topography of proteins [J].
Binkowski, TA ;
Naghibzadeh, S ;
Liang, J .
NUCLEIC ACIDS RESEARCH, 2003, 31 (13) :3352-3355
[7]   Anatomy of hot spots in protein interfaces [J].
Bogan, AA ;
Thorn, KS .
JOURNAL OF MOLECULAR BIOLOGY, 1998, 280 (01) :1-9
[8]   Evidence of Conformational Selection Driving the Formation of Ligand Binding Sites in Protein-Protein Interfaces [J].
Bohnuud, Tanggis ;
Kozakov, Dima ;
Vajda, Sandor .
PLOS COMPUTATIONAL BIOLOGY, 2014, 10 (10)
[9]   Computational mapping reveals dramatic effect of Hoogsteen breathing on duplex DNA reactivity with formaldehyde [J].
Bohnuud, Tanggis ;
Beglov, Dmitri ;
Ngan, Chi Ho ;
Zerbe, Brandon ;
Hall, David R. ;
Brenke, Ryan ;
Vajda, Sandor ;
Frank-Kamenetskii, Maxim D. ;
Kozakov, Dima .
NUCLEIC ACIDS RESEARCH, 2012, 40 (16) :7644-7652
[10]   Fast prediction and visualization of protein binding pockets with PASS [J].
Brady, GP ;
Stouten, PFW .
JOURNAL OF COMPUTER-AIDED MOLECULAR DESIGN, 2000, 14 (04) :383-401