Literature DB >> 21808046

Structural conservation of druggable hot spots in protein-protein interfaces.

Dima Kozakov1, David R Hall, Gwo-Yu Chuang, Regina Cencic, Ryan Brenke, Laurie E Grove, Dmitri Beglov, Jerry Pelletier, Adrian Whitty, Sandor Vajda.   

Abstract

Despite the growing number of examples of small-molecule inhibitors that disrupt protein-protein interactions (PPIs), the origin of druggability of such targets is poorly understood. To identify druggable sites in protein-protein interfaces we combine computational solvent mapping, which explores the protein surface using a variety of small "probe" molecules, with a conformer generator to account for side-chain flexibility. Applications to unliganded structures of 15 PPI target proteins show that the druggable sites comprise a cluster of binding hot spots, distinguishable from other regions of the protein due to their concave topology combined with a pattern of hydrophobic and polar functionality. This combination of properties confers on the hot spots a tendency to bind organic species possessing some polar groups decorating largely hydrophobic scaffolds. Thus, druggable sites at PPI are not simply sites that are complementary to particular organic functionality, but rather possess a general tendency to bind organic compounds with a variety of structures, including key side chains of the partner protein. Results also highlight the importance of conformational adaptivity at the binding site to allow the hot spots to expand to accommodate a ligand of drug-like dimensions. The critical components of this adaptivity are largely local, involving primarily low energy side-chain motions within 6 Å of a hot spot. The structural and physicochemical signature of druggable sites at PPI interfaces is sufficiently robust to be detectable from the structure of the unliganded protein, even when substantial conformational adaptation is required for optimal ligand binding.

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Year:  2011        PMID: 21808046      PMCID: PMC3158149          DOI: 10.1073/pnas.1101835108

Source DB:  PubMed          Journal:  Proc Natl Acad Sci U S A        ISSN: 0027-8424            Impact factor:   11.205


  45 in total

1.  The Protein Data Bank.

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2.  The bacterial cell-division protein ZipA and its interaction with an FtsZ fragment revealed by X-ray crystallography.

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Journal:  EMBO J       Date:  2000-07-03       Impact factor: 11.598

3.  Computational mapping identifies the binding sites of organic solvents on proteins.

Authors:  Sheldon Dennis; Tamas Kortvelyesi; Sandor Vajda
Journal:  Proc Natl Acad Sci U S A       Date:  2002-03-19       Impact factor: 11.205

4.  Binding of small molecules to an adaptive protein-protein interface.

Authors:  Michelle R Arkin; Mike Randal; Warren L DeLano; Jennifer Hyde; Tinh N Luong; Johan D Oslob; Darren R Raphael; Lisa Taylor; Jun Wang; Robert S McDowell; James A Wells; Andrew C Braisted
Journal:  Proc Natl Acad Sci U S A       Date:  2003-02-11       Impact factor: 11.205

5.  Discovery of a potent small molecule IL-2 inhibitor through fragment assembly.

Authors:  Andrew C Braisted; Johan D Oslob; Warren L Delano; Jennifer Hyde; Robert S McDowell; Nathan Waal; Chul Yu; Michelle R Arkin; Brian C Raimundo
Journal:  J Am Chem Soc       Date:  2003-04-02       Impact factor: 15.419

6.  The X-ray structure of the papillomavirus helicase in complex with its molecular matchmaker E2.

Authors:  Eric A Abbate; James M Berger; Michael R Botchan
Journal:  Genes Dev       Date:  2004-08-02       Impact factor: 11.361

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Authors:  J Momand; H H Wu; G Dasgupta
Journal:  Gene       Date:  2000-01-25       Impact factor: 3.688

8.  Design and synthesis of indolo[2,3-a]quinolizin-7-one inhibitors of the ZipA-FtsZ interaction.

Authors:  Lee D Jennings; Ken W Foreman; Thomas S Rush; Desiree H H Tsao; Lidia Mosyak; Yuanhong Li; Mohani N Sukhdeo; Weidong Ding; Elizabeth G Dushin; Cynthia Hess Kenny; Soraya L Moghazeh; Peter J Petersen; Alexey V Ruzin; Margareta Tuckman; Alan G Sutherland
Journal:  Bioorg Med Chem Lett       Date:  2004-03-22       Impact factor: 2.823

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Authors:  Yong Wang; René Coulombe; Dale R Cameron; Louise Thauvette; Marie-Josée Massariol; Lynn M Amon; Dominique Fink; Steve Titolo; Ewald Welchner; Christiane Yoakim; Jacques Archambault; Peter W White
Journal:  J Biol Chem       Date:  2003-11-22       Impact factor: 5.157

10.  In vivo activation of the p53 pathway by small-molecule antagonists of MDM2.

Authors:  Lyubomir T Vassilev; Binh T Vu; Bradford Graves; Daisy Carvajal; Frank Podlaski; Zoran Filipovic; Norman Kong; Ursula Kammlott; Christine Lukacs; Christian Klein; Nader Fotouhi; Emily A Liu
Journal:  Science       Date:  2004-01-02       Impact factor: 47.728

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  98 in total

1.  Hot spot analysis for driving the development of hits into leads in fragment-based drug discovery.

Authors:  David R Hall; Chi Ho Ngan; Brandon S Zerbe; Dima Kozakov; Sandor Vajda
Journal:  J Chem Inf Model       Date:  2011-12-15       Impact factor: 4.956

2.  FTSite: high accuracy detection of ligand binding sites on unbound protein structures.

Authors:  Chi-Ho Ngan; David R Hall; Brandon Zerbe; Laurie E Grove; Dima Kozakov; Sandor Vajda
Journal:  Bioinformatics       Date:  2011-11-22       Impact factor: 6.937

3.  Relationship between hot spot residues and ligand binding hot spots in protein-protein interfaces.

Authors:  Brandon S Zerbe; David R Hall; Sandor Vajda; Adrian Whitty; Dima Kozakov
Journal:  J Chem Inf Model       Date:  2012-07-24       Impact factor: 4.956

4.  Evaluation of a DLA-79 allele associated with multiple immune-mediated diseases in dogs.

Authors:  Steven G Friedenberg; Greg Buhrman; Lhoucine Chdid; Natasha J Olby; Thierry Olivry; Julien Guillaumin; Theresa O'Toole; Robert Goggs; Lorna J Kennedy; Robert B Rose; Kathryn M Meurs
Journal:  Immunogenetics       Date:  2015-12-28       Impact factor: 2.846

5.  In silico identification of an aryl hydrocarbon receptor antagonist with biological activity in vitro and in vivo.

Authors:  Ashley J Parks; Michael P Pollastri; Mark E Hahn; Elizabeth A Stanford; Olga Novikov; Diana G Franks; Sarah E Haigh; Supraja Narasimhan; Trent D Ashton; Timothy G Hopper; Dmytro Kozakov; Dimitri Beglov; Sandor Vajda; Jennifer J Schlezinger; David H Sherr
Journal:  Mol Pharmacol       Date:  2014-08-26       Impact factor: 4.436

6.  Detection of peptide-binding sites on protein surfaces: the first step toward the modeling and targeting of peptide-mediated interactions.

Authors:  Assaf Lavi; Chi Ho Ngan; Dana Movshovitz-Attias; Tanggis Bohnuud; Christine Yueh; Dmitri Beglov; Ora Schueler-Furman; Dima Kozakov
Journal:  Proteins       Date:  2013-10-17

7.  Improving protocols for protein mapping through proper comparison to crystallography data.

Authors:  Katrina W Lexa; Heather A Carlson
Journal:  J Chem Inf Model       Date:  2013-02-13       Impact factor: 4.956

8.  The Fe-S cluster-containing NEET proteins mitoNEET and NAF-1 as chemotherapeutic targets in breast cancer.

Authors:  Fang Bai; Faruck Morcos; Yang-Sung Sohn; Merav Darash-Yahana; Celso O Rezende; Colin H Lipper; Mark L Paddock; Luhua Song; Yuting Luo; Sarah H Holt; Sagi Tamir; Emmanuel A Theodorakis; Patricia A Jennings; José N Onuchic; Ron Mittler; Rachel Nechushtai
Journal:  Proc Natl Acad Sci U S A       Date:  2015-03-11       Impact factor: 11.205

9.  Discovery of small molecule inhibitors of adenovirus by disrupting E3-19K/HLA-A2 interactions.

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Review 10.  Expanding the number of 'druggable' targets: non-enzymes and protein-protein interactions.

Authors:  Leah N Makley; Jason E Gestwicki
Journal:  Chem Biol Drug Des       Date:  2013-01       Impact factor: 2.817

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