skip to main content
OSTI.GOV title logo U.S. Department of Energy
Office of Scientific and Technical Information

Title: Structural Studies of a Rationally Selected Multi-Drug Resistant HIV-1 Protease Reveal Synergistic Effect of Distal Mutations on Flap Dynamics

Journal Article · · PLoS ONE
 [1];  [2];  [3];  [1]; ORCiD logo [1];  [4]
  1. Georgia State Univ., Atlanta, GA (United States)
  2. National Inst. of Health (NIH), Bethesda, MD (United States)
  3. National Inst. of Health (NIH), Bethesda, MD (United States); Iowa State Univ., Ames, IA (United States)
  4. Univ. of Pittsburgh, PA (United States)

We report structural analysis of HIV protease variant PRS17 which was rationally selected by machine learning to represent wide classes of highly drug-resistant variants. Crystal structures were solved of PRS17 in the inhibitor-free form and in complex with antiviral inhibitor, darunavir. Despite its 17 mutations, PRS17 has only one mutation (V82S) in the inhibitor/substrate binding cavity, yet exhibits high resistance to all clinical inhibitors. PRS17 has none of the major mutations (I47V, I50V, I54ML, L76V and I84V) associated with darunavir resistance, but has 10,000-fold weaker binding affinity relative to the wild type PR. Comparable binding affinity of 8000-fold weaker than PR is seen for drug resistant mutant PR20, which bears 3 mutations associated with major resistance to darunavir (I47V, I54L and I84V). Inhibitor-free PRS17 shows an open flap conformation with a curled tip correlating with G48V flap mutation. NMR studies on inactive PRS17 D25N unambiguously confirm that the flaps adopt mainly an open conformation in solution very similar to that in the inhibitor-free crystal structure. In PRS17, the hinge loop cluster of mutations, E35D, M36I and S37D, contributes to the altered flap dynamics by a mechanism similar to that of PR20. An additional K20R mutation anchors an altered conformation of the hinge loop. Flap mutations M46L and G48V in PRS17/DRV complex alter the Phe53 conformation by steric hindrance between the side chains. Unlike the L10F mutation in PR20, L10I in PRS17 does not break the inter-subunit ion pair or diminish the dimer stability, consistent with a very low dimer dissociation constant comparable to that of wild type PR. Distal mutations A71V, L90M and I93L propagate alterations to the catalytic site of PRS17. PRS17 exhibits a molecular mechanism whereby mutations act synergistically to alter the flap dynamics resulting in significantly weaker binding yet maintaining active site contacts with darunavir.

Research Organization:
Argonne National Laboratory (ANL), Argonne, IL (United States)
Sponsoring Organization:
USDOE Office of Science (SC), Basic Energy Sciences (BES); National Institutes of Health (NIH)
Grant/Contract Number:
W-31-109-Eng-38; GM062920
OSTI ID:
1337185
Journal Information:
PLoS ONE, Vol. 11, Issue 12; ISSN 1932-6203
Publisher:
Public Library of ScienceCopyright Statement
Country of Publication:
United States
Language:
ENGLISH
Citation Metrics:
Cited by: 30 works
Citation information provided by
Web of Science

References (53)

Unique Flap Conformation in an HIV-1 Protease with High-Level Darunavir Resistance journal February 2016
Modulation of Human Immunodeficiency Virus Type 1 Protease Autoprocessing by Charge Properties of Surface Residue 69 journal May 2009
Insights into amprenavir resistance in E35D HIV-1 protease mutation from molecular dynamics and binding free-energy calculations journal June 2006
Refinement of Macromolecular Structures by the Maximum-Likelihood Method journal May 1997
Mutational and Structural Studies Aimed at Characterizing the Monomer of HIV-1 Protease and Its Precursor journal April 2007
Highly resistant HIV-1 proteases and strategies for their inhibition journal June 2015
Revealing the dimer dissociation and existence of a folded monomer of the mature HIV-2 protease journal December 2009
Structural and kinetic analysis of drug resistant mutants of HIV-1 protease journal July 1999
Likelihood-enhanced fast rotation functions journal February 2004
Effect of Flap Mutations on Structure of HIV-1 Protease and Inhibition by Saquinavir and Darunavir journal August 2008
Impact on life expectancy of HIV-1 positive individuals of CD4+ cell count and viral load response to antiretroviral therapy journal January 2014
Atomic resolution crystal structures of HIV-1 protease and mutants V82A and I84V with saquinavir journal January 2007
Ultra-high Resolution Crystal Structure of HIV-1 Protease Mutant Reveals Two Binding Sites for Clinical Inhibitor TMC114 journal October 2006
Measurement of 15N relaxation rates in perdeuterated proteins by TROSY-based methods journal June 2012
Evolution under Drug Pressure Remodels the Folding Free-Energy Landscape of Mature HIV-1 Protease journal July 2016
Binding Kinetics of Darunavir to Human Immunodeficiency Virus Type 1 Protease Explain the Potent Antiviral Activity and High Genetic Barrier journal October 2007
Conformational variation of an extreme drug resistant mutant of HIV protease journal November 2015
HIV-1 Protease with 20 Mutations Exhibits Extreme Resistance to Clinical Inhibitors through Coordinated Structural Rearrangements journal March 2012
HIV-1 Protease: Structural Perspectives on Drug Resistance journal December 2009
Interaction of I50V Mutant and I50L/A71V Double Mutant HIV-Protease with Inhibitor TMC114 (Darunavir): Molecular Dynamics Simulation and Binding Free Energy Studies journal February 2012
The structural biology of HIV assembly journal April 2008
Conformation of Inhibitor-Free HIV-1 Protease Derived from NMR Spectroscopy in a Weakly Oriented Solution journal December 2014
Novel bis-Tetrahydrofuranylurethane-Containing Nonpeptidic Protease Inhibitor (PI) UIC-94017 (TMC114) with Potent Activity against Multi-PI-Resistant Human Immunodeficiency Virus In Vitro journal September 2003
Rapid structural fluctuations of the free HIV protease flaps in solution: Relationship to crystal structures and comparison with predictions of dynamics calculations journal February 2002
The HIV Type 1 Protease L10I Minor Mutation Decreases Replication Capacity and Confers Resistance to Protease Inhibitors journal January 2011
Likelihood-enhanced fast translation functions journal March 2005
Binding of Clinical Inhibitors to a Model Precursor of a Rationally Selected Multidrug Resistant HIV-1 Protease Is Significantly Weaker Than That to the Released Mature Enzyme journal April 2016
Predicting protein functions using incomplete hierarchical labels journal January 2015
Improved Cross Validation of a Static Ubiquitin Structure Derived from High Precision Residual Dipolar Couplings Measured in a Drug-Based Liquid Crystalline Phase journal February 2014
Mechanism of Drug Resistance Revealed by the Crystal Structure of the Unliganded HIV-1 Protease with F53L Mutation journal May 2006
Impact of late diagnosis and treatment on life expectancy in people with HIV-1: UK Collaborative HIV Cohort (UK CHIC) Study journal October 2011
Computational Characterization of Structural Role of the Non-active Site Mutation M36I of Human Immunodeficiency Virus Type 1 Protease journal July 2007
Multi-drug resistance profile of PR20 HIV-1 protease is attributed to distorted conformational and drug binding landscape: molecular dynamics insights text January 2015
Autocatalytic maturation, physical/chemical properties, and crystal structure of group N HIV-1 protease: Relevance to drug resistance: Characterization of Group N HIV-1 Protease journal September 2010
Weak alignment NMR: a hawk-eyed view of biomolecular structure journal October 2005
Prediction of HIV drug resistance from genotype with encoded three-dimensional protein structure journal January 2014
Coot model-building tools for molecular graphics journal November 2004
Effectiveness of Nonpeptide Clinical Inhibitor TMC-114 on HIV-1 Protease with Highly Drug Resistant Mutations D30N, I50V, and L90M journal February 2006
HIV-1 Protease Mutations and Inhibitor Modifications Monitored on a Series of Complexes. Structural Basis for the Effect of the A71V Mutation on the Active Site journal September 2006
Mutations Proximal to Sites of Autoproteolysis and the α-Helix That Co-evolve under Drug Pressure Modulate the Autoprocessing and Vitality of HIV-1 Protease journal August 2015
Crystal structures of HIV protease V82A and L90M mutants reveal changes in the indinavir-binding site journal April 2004
NMRPipe: A multidimensional spectral processing system based on UNIX pipes journal November 1995
Amprenavir complexes with HIV-1 protease and its drug-resistant mutants altering hydrophobic clusters: HIV protease mutants altering hydrophobic clusters journal August 2010
BindingDB Entry 50018356: HIV-1 protease mutations and inhibitor modifications monitored on a series of complexes. Structural basis for the effect of the A71V mutation on the active site. dataset January 2009
Sparse Representation for HIV-1 Protease Drug Resistance Prediction conference May 2013
Anti-HIV drugs: 25 compounds approved within 25 years after the discovery of HIV journal April 2009
Multi-drug resistance profile of PR20 HIV-1 protease is attributed to distorted conformational and drug binding landscape: molecular dynamics insights journal February 2015
Conformational flexibility in the flap domains of ligand-free HIV protease journal July 2007
Extreme Multidrug Resistant HIV-1 Protease with 20 Mutations Is Resistant to Novel Protease Inhibitors with P1′-Pyrrolidinone or P2-Tris-tetrahydrofuran journal May 2013
[20] Processing of X-ray diffraction data collected in oscillation mode book January 1997
Inhibition of autoprocessing of natural variants and multidrug resistant mutant precursors of HIV-1 protease by clinical inhibitors journal May 2011
A Comparative Molecular Dynamics, MM–PBSA and Thermodynamic Integration Study of Saquinavir Complexes with Wild-Type HIV-1 PR and L10I, G48V, L63P, A71V, G73S, V82A and I84V Single Mutants journal February 2013
Identification of temperature-sensitive mutants of the human immunodeficiency virus type 1 protease through saturation mutagenesis. Amino acid side chain requirements for temperature sensitivity. journal March 1994

Cited By (10)

Exploring the drug resistance mechanism of active site, non-active site mutations and their cooperative effects in CRF01_AE HIV-1 protease: molecular dynamics simulations and free energy calculations journal January 2019
Exploring the drug resistance mechanism of active site, non-active site mutations and their cooperative effects in CRF01_AE HIV-1 protease: molecular dynamics simulations and free energy calculations text January 2019
Analysis of drug resistance in HIV protease journal October 2018
An in silico pharmacological approach toward the discovery of potent inhibitors to combat drug resistance HIV‐1 protease variants journal December 2018
Exploring the drug resistance mechanism of active site, non-active site mutations and their cooperative effects in CRF01_AE HIV-1 protease: molecular dynamics simulations and free energy calculations text January 2019
Exploring the flap dynamics of the South African HIV subtype C protease in presence of FDA-approved inhibitors: MD study journal September 2018
Protein engineering: the potential of remote mutations journal March 2019
Highly Drug-Resistant HIV-1 Protease Mutant PRS17 Shows Enhanced Binding to Substrate Analogues journal May 2019
Evolutionary coupling saturation mutagenesis: Coevolution‐guided identification of distant sites influencing Bacillus naganoensis pullulanase activity journal November 2019
Highly drug‐resistant HIV‐1 protease reveals decreased intra‐subunit interactions due to clusters of mutations journal January 2020