Literature DB >> 28915040

Elucidating the Interdependence of Drug Resistance from Combinations of Mutations.

Debra A Ragland, Troy W Whitfield, Sook-Kyung Lee1, Ronald Swanstrom1, Konstantin B Zeldovich, Nese Kurt-Yilmaz, Celia A Schiffer.   

Abstract

HIV-1 protease is responsible for the cleavage of 12 nonhomologous sites within the Gag and Gag-Pro-Pol polyproteins in the viral genome. Under the selective pressure of protease inhibition, the virus evolves mutations within (primary) and outside of (secondary) the active site, allowing the protease to process substrates while simultaneously countering inhibition. The primary protease mutations impede inhibitor binding directly, while the secondary mutations are considered accessory mutations that compensate for a loss in fitness. However, the role of secondary mutations in conferring drug resistance remains a largely unresolved topic. We have shown previously that mutations distal to the active site are able to perturb binding of darunavir (DRV) via the protein's internal hydrogen-bonding network. In this study, we show that mutations distal to the active site, regardless of context, can play an interdependent role in drug resistance. Applying eigenvalue decomposition to collections of hydrogen bonding and van der Waals interactions from a series of molecular dynamics simulations of 15 diverse HIV-1 protease variants, we identify sites in the protease where amino acid substitutions lead to perturbations in nonbonded interactions with DRV and/or the hydrogen-bonding network of the protease itself. While primary mutations are known to drive resistance in HIV-1 protease, these findings delineate the significant contributions of accessory mutations to resistance. Identifying the variable positions in the protease that have the greatest impact on drug resistance may aid in future structure-based design of inhibitors.

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Year:  2017        PMID: 28915040      PMCID: PMC5927819          DOI: 10.1021/acs.jctc.7b00601

Source DB:  PubMed          Journal:  J Chem Theory Comput        ISSN: 1549-9618            Impact factor:   6.006


  44 in total

1.  Covariation of amino acid positions in HIV-1 protease.

Authors:  Noah G Hoffman; Celia A Schiffer; Ronald Swanstrom
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2.  A hierarchical approach to all-atom protein loop prediction.

Authors:  Matthew P Jacobson; David L Pincus; Chaya S Rapp; Tyler J F Day; Barry Honig; David E Shaw; Richard A Friesner
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3.  Accurate sampling and deep sequencing of the HIV-1 protease gene using a Primer ID.

Authors:  Cassandra B Jabara; Corbin D Jones; Jeffrey Roach; Jeffrey A Anderson; Ronald Swanstrom
Journal:  Proc Natl Acad Sci U S A       Date:  2011-11-30       Impact factor: 11.205

4.  Prediction of Absolute Solvation Free Energies using Molecular Dynamics Free Energy Perturbation and the OPLS Force Field.

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5.  Probing the alpha-helical structural stability of stapled p53 peptides: molecular dynamics simulations and analysis.

Authors:  Zuojun Guo; Udayan Mohanty; Justin Noehre; Tomi K Sawyer; Woody Sherman; Goran Krilov
Journal:  Chem Biol Drug Des       Date:  2010-04       Impact factor: 2.817

6.  Kinetic characterization and cross-resistance patterns of HIV-1 protease mutants selected under drug pressure.

Authors:  S V Gulnik; L I Suvorov; B Liu; B Yu; B Anderson; H Mitsuya; J W Erickson
Journal:  Biochemistry       Date:  1995-07-25       Impact factor: 3.162

7.  The higher barrier of darunavir and tipranavir resistance for HIV-1 protease.

Authors:  Yong Wang; Zhigang Liu; Joseph S Brunzelle; Iulia A Kovari; Tamaria G Dewdney; Samuel J Reiter; Ladislau C Kovari
Journal:  Biochem Biophys Res Commun       Date:  2011-08-17       Impact factor: 3.575

8.  TMC114, a novel human immunodeficiency virus type 1 protease inhibitor active against protease inhibitor-resistant viruses, including a broad range of clinical isolates.

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Journal:  Antimicrob Agents Chemother       Date:  2005-06       Impact factor: 5.191

9.  In vivo emergence of HIV-1 variants resistant to multiple protease inhibitors.

Authors:  J H Condra; W A Schleif; O M Blahy; L J Gabryelski; D J Graham; J C Quintero; A Rhodes; H L Robbins; E Roth; M Shivaprakash
Journal:  Nature       Date:  1995-04-06       Impact factor: 49.962

10.  Human immunodeficiency virus reverse transcriptase and protease sequence database.

Authors:  Soo-Yon Rhee; Matthew J Gonzales; Rami Kantor; Bradley J Betts; Jaideep Ravela; Robert W Shafer
Journal:  Nucleic Acids Res       Date:  2003-01-01       Impact factor: 16.971

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  10 in total

1.  Picomolar to Micromolar: Elucidating the Role of Distal Mutations in HIV-1 Protease in Conferring Drug Resistance.

Authors:  Mina Henes; Gordon J Lockbaum; Klajdi Kosovrasti; Florian Leidner; Gily S Nachum; Ellen A Nalivaika; Sook-Kyung Lee; Ean Spielvogel; Shuntai Zhou; Ronald Swanstrom; Daniel N A Bolon; Nese Kurt Yilmaz; Celia A Schiffer
Journal:  ACS Chem Biol       Date:  2019-08-13       Impact factor: 5.100

2.  Characterizing Protein-Ligand Binding Using Atomistic Simulation and Machine Learning: Application to Drug Resistance in HIV-1 Protease.

Authors:  Troy W Whitfield; Debra A Ragland; Konstantin B Zeldovich; Celia A Schiffer
Journal:  J Chem Theory Comput       Date:  2020-01-16       Impact factor: 6.006

3.  Molecular Determinants of Epistasis in HIV-1 Protease: Elucidating the Interdependence of L89V and L90M Mutations in Resistance.

Authors:  Mina Henes; Klajdi Kosovrasti; Gordon J Lockbaum; Florian Leidner; Gily S Nachum; Ellen A Nalivaika; Daniel N A Bolon; Nese Kurt Yilmaz; Celia A Schiffer; Troy W Whitfield
Journal:  Biochemistry       Date:  2019-08-19       Impact factor: 3.162

4.  Structural Adaptation of Darunavir Analogues against Primary Mutations in HIV-1 Protease.

Authors:  Gordon J Lockbaum; Florian Leidner; Linah N Rusere; Mina Henes; Klajdi Kosovrasti; Gily S Nachum; Ellen A Nalivaika; Akbar Ali; Nese Kurt Yilmaz; Celia A Schiffer
Journal:  ACS Infect Dis       Date:  2018-12-31       Impact factor: 5.084

5.  Epistasis and entrenchment of drug resistance in HIV-1 subtype B.

Authors:  Avik Biswas; Allan Haldane; Eddy Arnold; Ronald M Levy
Journal:  Elife       Date:  2019-10-08       Impact factor: 8.140

6.  Deciphering Complex Mechanisms of Resistance and Loss of Potency through Coupled Molecular Dynamics and Machine Learning.

Authors:  Florian Leidner; Nese Kurt Yilmaz; Celia A Schiffer
Journal:  J Chem Theory Comput       Date:  2021-03-30       Impact factor: 6.006

Review 7.  Drug Design Strategies to Avoid Resistance in Direct-Acting Antivirals and Beyond.

Authors:  Ashley N Matthew; Florian Leidner; Gordon J Lockbaum; Mina Henes; Jacqueto Zephyr; Shurong Hou; Desaboini Nageswara Rao; Jennifer Timm; Linah N Rusere; Debra A Ragland; Janet L Paulsen; Kristina Prachanronarong; Djade I Soumana; Ellen A Nalivaika; Nese Kurt Yilmaz; Akbar Ali; Celia A Schiffer
Journal:  Chem Rev       Date:  2021-01-07       Impact factor: 60.622

8.  Crystal Structure of SARS-CoV-2 Main Protease in Complex with the Non-Covalent Inhibitor ML188.

Authors:  Gordon J Lockbaum; Archie C Reyes; Jeong Min Lee; Ronak Tilvawala; Ellen A Nalivaika; Akbar Ali; Nese Kurt Yilmaz; Paul R Thompson; Celia A Schiffer
Journal:  Viruses       Date:  2021-01-25       Impact factor: 5.048

9.  Viral proteases: Structure, mechanism and inhibition.

Authors:  Jacqueto Zephyr; Nese Kurt Yilmaz; Celia A Schiffer
Journal:  Enzymes       Date:  2021-11-17

10.  Non-active site mutants of HIV-1 protease influence resistance and sensitisation towards protease inhibitors.

Authors:  Tomas Bastys; Vytautas Gapsys; Hauke Walter; Eva Heger; Nadezhda T Doncheva; Rolf Kaiser; Bert L de Groot; Olga V Kalinina
Journal:  Retrovirology       Date:  2020-05-19       Impact factor: 4.602

  10 in total

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