Literature DB >> 17729291

Computational design and experimental study of tighter binding peptides to an inactivated mutant of HIV-1 protease.

Michael D Altman1, Ellen A Nalivaika, Moses Prabu-Jeyabalan, Celia A Schiffer, Bruce Tidor.   

Abstract

Drug resistance in HIV-1 protease, a barrier to effective treatment, is generally caused by mutations in the enzyme that disrupt inhibitor binding but still allow for substrate processing. Structural studies with mutant, inactive enzyme, have provided detailed information regarding how the substrates bind to the protease yet avoid resistance mutations; insights obtained inform the development of next generation therapeutics. Although structures have been obtained of complexes between substrate peptide and inactivated (D25N) protease, thermodynamic studies of peptide binding have been challenging due to low affinity. Peptides that bind tighter to the inactivated protease than the natural substrates would be valuable for thermodynamic studies as well as to explore whether the structural envelope observed for substrate peptides is a function of weak binding. Here, two computational methods-namely, charge optimization and protein design-were applied to identify peptide sequences predicted to have higher binding affinity to the inactivated protease, starting from an RT-RH derived substrate peptide. Of the candidate designed peptides, three were tested for binding with isothermal titration calorimetry, with one, containing a single threonine to valine substitution, measured to have more than a 10-fold improvement over the tightest binding natural substrate. Crystal structures were also obtained for the same three designed peptide complexes; they show good agreement with computational prediction. Thermodynamic studies show that binding is entropically driven, more so for designed affinity enhanced variants than for the starting substrate. Structural studies show strong similarities between natural and tighter-binding designed peptide complexes, which may have implications in understanding the molecular mechanisms of drug resistance in HIV-1 protease. (c) 2007 Wiley-Liss, Inc.

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Year:  2008        PMID: 17729291      PMCID: PMC2802840          DOI: 10.1002/prot.21514

Source DB:  PubMed          Journal:  Proteins        ISSN: 0887-3585


  59 in total

1.  Barstar is electrostatically optimized for tight binding to barnase.

Authors:  L P Lee; B Tidor
Journal:  Nat Struct Biol       Date:  2001-01

2.  Optimization of binding electrostatics: charge complementarity in the barnase-barstar protein complex.

Authors:  L P Lee; B Tidor
Journal:  Protein Sci       Date:  2001-02       Impact factor: 6.725

Review 3.  Computational protein design.

Authors:  A G Street; S L Mayo
Journal:  Structure       Date:  1999-05       Impact factor: 5.006

4.  Thermodynamic linkage between the binding of protons and inhibitors to HIV-1 protease.

Authors:  J Trylska; J Antosiewicz; M Geller; C N Hodge; R M Klabe; M S Head; M K Gilson
Journal:  Protein Sci       Date:  1999-01       Impact factor: 6.725

5.  Conversion of monomeric protein L to an obligate dimer by computational protein design.

Authors:  B Kuhlman; J W O'Neill; D E Kim; K Y Zhang; D Baker
Journal:  Proc Natl Acad Sci U S A       Date:  2001-08-28       Impact factor: 11.205

6.  Charge optimization leads to favorable electrostatic binding free energy.

Authors:  E Kangas; B Tidor
Journal:  Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics       Date:  1999-05

7.  Replicative fitness of protease inhibitor-resistant mutants of human immunodeficiency virus type 1.

Authors:  J Martinez-Picado; A V Savara; L Sutton; R T D'Aquila
Journal:  J Virol       Date:  1999-05       Impact factor: 5.103

8.  How does a symmetric dimer recognize an asymmetric substrate? A substrate complex of HIV-1 protease.

Authors:  M Prabu-Jeyabalan; E Nalivaika; C A Schiffer
Journal:  J Mol Biol       Date:  2000-09-01       Impact factor: 5.469

9.  HIV-1 protease inhibitors: enthalpic versus entropic optimization of the binding affinity.

Authors:  A Velazquez-Campoy; M J Todd; E Freire
Journal:  Biochemistry       Date:  2000-03-07       Impact factor: 3.162

10.  Structural implications of drug-resistant mutants of HIV-1 protease: high-resolution crystal structures of the mutant protease/substrate analogue complexes.

Authors:  B Mahalingam; J M Louis; J Hung; R W Harrison; I T Weber
Journal:  Proteins       Date:  2001-06-01
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  19 in total

1.  Structural, kinetic, and thermodynamic studies of specificity designed HIV-1 protease.

Authors:  Oscar Alvizo; Seema Mittal; Stephen L Mayo; Celia A Schiffer
Journal:  Protein Sci       Date:  2012-06-05       Impact factor: 6.725

2.  Predicting resistance mutations using protein design algorithms.

Authors:  Kathleen M Frey; Ivelin Georgiev; Bruce R Donald; Amy C Anderson
Journal:  Proc Natl Acad Sci U S A       Date:  2010-07-19       Impact factor: 11.205

3.  Drug resistance against HCV NS3/4A inhibitors is defined by the balance of substrate recognition versus inhibitor binding.

Authors:  Keith P Romano; Akbar Ali; William E Royer; Celia A Schiffer
Journal:  Proc Natl Acad Sci U S A       Date:  2010-11-17       Impact factor: 11.205

4.  Validating the vitality strategy for fighting drug resistance.

Authors:  Nidhi Singh; Maria P Frushicheva; Arieh Warshel
Journal:  Proteins       Date:  2012-01-31

5.  HIV-1 protease inhibitors from inverse design in the substrate envelope exhibit subnanomolar binding to drug-resistant variants.

Authors:  Michael D Altman; Akbar Ali; G S Kiran Kumar Reddy; Madhavi N L Nalam; Saima Ghafoor Anjum; Hong Cao; Sripriya Chellappan; Visvaldas Kairys; Miguel X Fernandes; Michael K Gilson; Celia A Schiffer; Tariq M Rana; Bruce Tidor
Journal:  J Am Chem Soc       Date:  2008-04-16       Impact factor: 15.419

Review 6.  Computer-aided design of functional protein interactions.

Authors:  Daniel J Mandell; Tanja Kortemme
Journal:  Nat Chem Biol       Date:  2009-11       Impact factor: 15.040

7.  A substrate selected by phage display exhibits enhanced side-chain hydrogen bonding to HIV-1 protease.

Authors:  Ian W Windsor; Ronald T Raines
Journal:  Acta Crystallogr D Struct Biol       Date:  2018-06-27       Impact factor: 7.652

8.  Improving the description of salt bridge strength and geometry in a Generalized Born model.

Authors:  Yi Shang; Hai Nguyen; Lauren Wickstrom; Asim Okur; Carlos Simmerling
Journal:  J Mol Graph Model       Date:  2010-12-02       Impact factor: 2.518

9.  Improving the Resistance Profile of Hepatitis C NS3/4A Inhibitors: Dynamic Substrate Envelope Guided Design.

Authors:  Ayşegül Ozen; Woody Sherman; Celia A Schiffer
Journal:  J Chem Theory Comput       Date:  2013-12-10       Impact factor: 6.006

10.  Identification of structural mechanisms of HIV-1 protease specificity using computational peptide docking: implications for drug resistance.

Authors:  Sidhartha Chaudhury; Jeffrey J Gray
Journal:  Structure       Date:  2009-12-09       Impact factor: 5.006

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