Literature DB >> 26385317

Identifying binding hot spots on protein surfaces by mixed-solvent molecular dynamics: HIV-1 protease as a test case.

Peter M U Ung1, Phani Ghanakota1, Sarah E Graham2, Katrina W Lexa1, Heather A Carlson1,2.   

Abstract

Mixed-solvent molecular dynamics (MixMD) simulations use full protein flexibility and competition between water and small organic probes to achieve accurate hot-spot mapping on protein surfaces. In this study, we improved MixMD using human immunodeficiency virus type-1 protease (HIVp) as the test case. We used three probe-water solutions (acetonitrile-water, isopropanol-water, and pyrimidine-water), first at 50% w/w concentration and later at 5% v/v. Paradoxically, better mapping was achieved by using fewer probes; 5% simulations gave a superior signal-to-noise ratio and far fewer spurious hot spots than 50% MixMD. Furthermore, very intense and well-defined probe occupancies were observed in the catalytic site and potential allosteric sites that have been confirmed experimentally. The Eye site, an allosteric site underneath the flap of HIVp, has been confirmed by the presence of a 5-nitroindole fragment in a crystal structure. MixMD also mapped two additional hot spots: the Exo site (between the Gly16-Gly17 and Cys67-Gly68 loops) and the Face site (between Glu21-Ala22 and Val84-Ile85 loops). The Exo site was observed to overlap with crystallographic additives such as acetate and dimethyl sulfoxide that are present in different crystal forms of the protein. Analysis of crystal structures of HIVp in different symmetry groups has shown that some surface sites are common interfaces for crystal contacts, which means that they are surfaces that are relatively easy to desolvate and complement with organic molecules. MixMD should identify these sites; in fact, their occupancy values help establish a solid cut-off where "druggable" sites are required to have higher occupancies than the crystal-packing faces.
© 2015 Wiley Periodicals, Inc.

Entities:  

Keywords:  allostery; binding sites; dynamics

Mesh:

Substances:

Year:  2016        PMID: 26385317      PMCID: PMC4623995          DOI: 10.1002/bip.22742

Source DB:  PubMed          Journal:  Biopolymers        ISSN: 0006-3525            Impact factor:   2.505


  60 in total

Review 1.  Analysis of the binding surfaces of proteins.

Authors:  D Ringe; C Mattos
Journal:  Med Res Rev       Date:  1999-07       Impact factor: 12.944

2.  Interactive essential dynamics.

Authors:  John Mongan
Journal:  J Comput Aided Mol Des       Date:  2004-06       Impact factor: 3.686

3.  Comparison of multiple Amber force fields and development of improved protein backbone parameters.

Authors:  Viktor Hornak; Robert Abel; Asim Okur; Bentley Strockbine; Adrian Roitberg; Carlos Simmerling
Journal:  Proteins       Date:  2006-11-15

4.  Identification of the druggable concavity in homology models using the PLB index.

Authors:  Shinji Soga; Hiroki Shirai; Masato Kobori; Noriaki Hirayama
Journal:  J Chem Inf Model       Date:  2007-10-13       Impact factor: 4.956

Review 5.  Locating and characterizing binding sites on proteins.

Authors:  C Mattos; D Ringe
Journal:  Nat Biotechnol       Date:  1996-05       Impact factor: 54.908

6.  Molecular recognition of cyclic urea HIV-1 protease inhibitors.

Authors:  P J Ala; R J DeLoskey; E E Huston; P K Jadhav; P Y Lam; C J Eyermann; C N Hodge; M C Schadt; F A Lewandowski; P C Weber; D D McCabe; J L Duke; C H Chang
Journal:  J Biol Chem       Date:  1998-05-15       Impact factor: 5.157

7.  Site-Identification by Ligand Competitive Saturation (SILCS) assisted pharmacophore modeling.

Authors:  Wenbo Yu; Sirish Kaushik Lakkaraju; E Prabhu Raman; Alexander D MacKerell
Journal:  J Comput Aided Mol Des       Date:  2014-03-08       Impact factor: 3.686

8.  Human immunodeficiency virus proteinase dimer as component of the viral polyprotein prevents particle assembly and viral infectivity.

Authors:  H G Kräusslich
Journal:  Proc Natl Acad Sci U S A       Date:  1991-04-15       Impact factor: 11.205

9.  Computational fragment-based binding site identification by ligand competitive saturation.

Authors:  Olgun Guvench; Alexander D MacKerell
Journal:  PLoS Comput Biol       Date:  2009-07-10       Impact factor: 4.475

10.  Parameter choice matters: validating probe parameters for use in mixed-solvent simulations.

Authors:  Katrina W Lexa; Garrett B Goh; Heather A Carlson
Journal:  J Chem Inf Model       Date:  2014-08-01       Impact factor: 4.956

View more
  18 in total

1.  Structure-Based Identification of Novel Ligands Targeting Multiple Sites within a Chemokine-G-Protein-Coupled-Receptor Interface.

Authors:  Emmanuel W Smith; Amanda M Nevins; Zhen Qiao; Yan Liu; Anthony E Getschman; Sai L Vankayala; M Trent Kemp; Francis C Peterson; Rongshi Li; Brian F Volkman; Yu Chen
Journal:  J Med Chem       Date:  2016-04-14       Impact factor: 7.446

Review 2.  Computational functional group mapping for drug discovery.

Authors:  Olgun Guvench
Journal:  Drug Discov Today       Date:  2016-07-05       Impact factor: 7.851

Review 3.  Driving Structure-Based Drug Discovery through Cosolvent Molecular Dynamics.

Authors:  Phani Ghanakota; Heather A Carlson
Journal:  J Med Chem       Date:  2016-08-17       Impact factor: 7.446

4.  Predicting Displaceable Water Sites Using Mixed-Solvent Molecular Dynamics.

Authors:  Sarah E Graham; Richard D Smith; Heather A Carlson
Journal:  J Chem Inf Model       Date:  2018-01-16       Impact factor: 4.956

5.  Allosteric Modulation of Intact γ-Secretase Structural Dynamics.

Authors:  Ji Young Lee; Zhiwei Feng; Xiang-Qun Xie; Ivet Bahar
Journal:  Biophys J       Date:  2017-12-19       Impact factor: 4.033

6.  Free Energies and Entropies of Binding Sites Identified by MixMD Cosolvent Simulations.

Authors:  Phani Ghanakota; Debarati DasGupta; Heather A Carlson
Journal:  J Chem Inf Model       Date:  2019-05-02       Impact factor: 4.956

7.  Application of Site-Identification by Ligand Competitive Saturation in Computer-Aided Drug Design.

Authors:  Himanshu Goel; Anthony Hazel; Wenbo Yu; Sunhwan Jo; Alexander D MacKerell
Journal:  New J Chem       Date:  2021-11-29       Impact factor: 3.591

8.  MixMD Probeview: Robust Binding Site Prediction from Cosolvent Simulations.

Authors:  Sarah E Graham; Noah Leja; Heather A Carlson
Journal:  J Chem Inf Model       Date:  2018-06-26       Impact factor: 4.956

9.  Moving Beyond Active-Site Detection: MixMD Applied to Allosteric Systems.

Authors:  Phani Ghanakota; Heather A Carlson
Journal:  J Phys Chem B       Date:  2016-06-17       Impact factor: 2.991

10.  Chemical validation of a druggable site on Hsp27/HSPB1 using in silico solvent mapping and biophysical methods.

Authors:  Leah N Makley; Oleta T Johnson; Phani Ghanakota; Jennifer N Rauch; Delaney Osborn; Taia S Wu; Tomasz Cierpicki; Heather A Carlson; Jason E Gestwicki
Journal:  Bioorg Med Chem       Date:  2021-01-24       Impact factor: 3.641

View more

北京卡尤迪生物科技股份有限公司 © 2022-2023.