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Ren P, Li S, Wang S, Zhang X, Bai F. Computer-Aided Prediction of the Interactions of Viral Proteases with Antiviral Drugs: Antiviral Potential of Broad-Spectrum Drugs. Molecules 2023; 29:225. [PMID: 38202808 PMCID: PMC10780089 DOI: 10.3390/molecules29010225] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/29/2023] [Revised: 12/27/2023] [Accepted: 12/29/2023] [Indexed: 01/12/2024] Open
Abstract
Human society is facing the threat of various viruses. Proteases are promising targets for the treatment of viral infections. In this study, we collected and profiled 170 protease sequences from 125 viruses that infect humans. Approximately 73 of them are viral 3-chymotrypsin-like proteases (3CLpro), and 11 are pepsin-like aspartic proteases (PAPs). Their sequences, structures, and substrate characteristics were carefully analyzed to identify their conserved nature for proposing a pan-3CLpro or pan-PAPs inhibitor design strategy. To achieve this, we used computational prediction and modeling methods to predict the binding complex structures for those 73 3CLpro with 4 protease inhibitors of SARS-CoV-2 and 11 protease inhibitors of HCV. Similarly, the complex structures for the 11 viral PAPs with 9 protease inhibitors of HIV were also obtained. The binding affinities between these compounds and proteins were also evaluated to assess their pan-protease inhibition via MM-GBSA. Based on the drugs targeting viral 3CLpro and PAPs, repositioning of the active compounds identified several potential uses for these drug molecules. As a result, Compounds 1-2, modified based on the structures of Ray1216 and Asunaprevir, indicate potential inhibition of DENV protease according to our computational simulation results. These studies offer ideas and insights for future research in the design of broad-spectrum antiviral drugs.
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Affiliation(s)
- Pengxuan Ren
- School of Life Science and Technology, Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China; (P.R.); (S.L.); (S.W.)
| | - Shiwei Li
- School of Life Science and Technology, Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China; (P.R.); (S.L.); (S.W.)
| | - Shihang Wang
- School of Life Science and Technology, Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China; (P.R.); (S.L.); (S.W.)
| | - Xianglei Zhang
- School of Life Science and Technology, Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China; (P.R.); (S.L.); (S.W.)
| | - Fang Bai
- School of Life Science and Technology, Shanghai Institute for Advanced Immunochemical Studies, ShanghaiTech University, Shanghai 201210, China; (P.R.); (S.L.); (S.W.)
- School of Information Science and Technology, ShanghaiTech University, Shanghai 201210, China
- Shanghai Clinical Research and Trial Center, Shanghai 201210, China
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Troyano-Hernáez P, Reinosa R, Holguín A. Genetic Diversity and Low Therapeutic Impact of Variant-Specific Markers in HIV-1 Pol Proteins. Front Microbiol 2022; 13:866705. [PMID: 35910645 PMCID: PMC9330395 DOI: 10.3389/fmicb.2022.866705] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2022] [Accepted: 06/06/2022] [Indexed: 11/13/2022] Open
Abstract
The emergence and spread of new HIV-1 variants pose a challenge for the effectiveness of antiretrovirals (ARV) targeting Pol proteins. During viral evolution, non-synonymous mutations have fixed along the viral genome, leading to amino acid (aa) changes that can be variant-specific (V-markers). Those V-markers fixed in positions associated with drug resistance mutations (DRM), or R-markers, can impact drug susceptibility and resistance pathways. All available HIV-1 Pol sequences from ARV-naïve subjects were downloaded from the United States Los Alamos HIV Sequence Database, selecting 59,733 protease (PR), 6,437 retrotranscriptase (RT), and 6,059 integrase (IN) complete sequences ascribed to the four HIV-1 groups and group M subtypes and circulating recombinant forms (CRFs). Using a bioinformatics tool developed in our laboratory (EpiMolBio), we inferred the consensus sequences for each Pol protein and HIV-1 variant to analyze the aa conservation in Pol. We analyzed the Wu–Kabat protein variability coefficient (WK) in PR, RT, and IN group M to study the susceptibility of each site to evolutionary replacements. We identified as V-markers the variant-specific aa changes present in >75% of the sequences in variants with >5 available sequences, considering R-markers those V-markers that corresponded to DRM according to the IAS-USA2019 and Stanford-Database 9.0. The mean aa conservation of HIV-1 and group M consensus was 82.60%/93.11% in PR, 88.81%/94.07% in RT, and 90.98%/96.02% in IN. The median group M WK was 10 in PR, 4 in RT, and 5 in IN. The residues involved in binding or catalytic sites showed a variability <0.5%. We identified 106 V-markers: 31 in PR, 28 in RT, and 47 in IN, present in 11, 12, and 13 variants, respectively. Among them, eight (7.5%) were R-markers, present in five variants, being minor DRM with little potential effect on ARV susceptibility. We present a thorough analysis of Pol variability among all HIV-1 variants circulating to date. The relatively high aa conservation observed in Pol proteins across HIV-1 variants highlights their critical role in the viral cycle. However, further studies are needed to understand the V-markers’ impact on the Pol proteins structure, viral cycle, or treatment strategies, and periodic variability surveillance studies are also required to understand PR, RT, and IN evolution.
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Asaithambi K, Biswas I, Suguna K. Structural and functional insights into the DNA damage-inducible protein 1 (Ddi1) from protozoa. Curr Res Struct Biol 2022; 4:175-191. [PMID: 35677776 PMCID: PMC9168383 DOI: 10.1016/j.crstbi.2022.05.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2021] [Revised: 04/12/2022] [Accepted: 05/17/2022] [Indexed: 11/17/2022] Open
Abstract
Ddi1 is a multidomain protein that belongs to the ubiquitin receptor family of proteins. The Ddi1 proteins contain a highly conserved retroviral protease (RVP)-like domain along with other domains. The severity of opportunistic infections, caused by parasitic protozoa in AIDS patients, was found to decline when HIV protease inhibitors were used in antiretroviral therapy. Parasite growth was shown to be suppressed by a few of the inhibitors targeting Ddi1 present in these parasites. In this study, the binding of HIV protease inhibitors to the RVP domain of Ddi1 from Toxoplasma gondii and Cryptosporidium hominis; and the binding of ubiquitin to the ubiquitin-associated domain of Ddi1 from these two parasites were established using Biolayer Interferometry. The crystal structures of the RVP domains of Ddi1 from T. gondii and C. hominis were determined; they form homodimers similar to those observed in HIV protease and the reported structures of the same domain from Saccharomyces cerevisiae, Leishmania major and humans. The native form of the domain showed an open dimeric structure and a normal mode analysis revealed that it can take up a closed conformation resulting from relative movements of the subunits. Based on the crystal structure of the RVP domain of Ddi1 from L. major, a seven residue peptide inhibitor was designed and it was shown to bind to the RVP domain of Ddi1 from L. major by Biolayer Interferometry. This peptide was modified using computational methods and was shown to have a better affinity than the initial peptide. Crystal structures of the retroviral protease (RVP)-like domains of DNA damage inducible protein 1 (Ddi1) from Toxoplasma gondii and Cryptosporidium hominis have been determined. ToxoDdi1-RVP and CrypDdi1-RVP crystal structures illustrate the conserved structural features with HIV protease. HIV protease inhibitors were found to bind to ToxoDdi1-RVP and CrypDdi1-RVP in solution showing the potential to be developed as drugs for protozoal diseases.
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4
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Prediction and molecular field view of drug resistance in HIV-1 protease mutants. Sci Rep 2022; 12:2913. [PMID: 35190671 PMCID: PMC8861105 DOI: 10.1038/s41598-022-07012-x] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/20/2021] [Accepted: 02/07/2022] [Indexed: 12/04/2022] Open
Abstract
Conquering the mutational drug resistance is a great challenge in anti-HIV drug development and therapy. Quantitatively predicting the mutational drug resistance in molecular level and elucidating the three dimensional structure-resistance relationships for anti-HIV drug targets will help to improve the understanding of the drug resistance mechanism and aid the design of resistance evading inhibitors. Here the MB-QSAR (Mutation-dependent Biomacromolecular Quantitative Structure Activity Relationship) method was employed to predict the molecular drug resistance of HIV-1 protease mutants towards six drugs, and to depict the structure resistance relationships in HIV-1 protease mutants. MB-QSAR models were constructed based on a published data set of Ki values for HIV-1 protease mutants against drugs. Reliable MB-QSAR models were achieved and these models display both well internal and external prediction abilities. Interpreting the MB-QSAR models supplied structural information related to the drug resistance as well as the guidance for the design of resistance evading drugs. This work showed that MB-QSAR method can be employed to predict the resistance of HIV-1 protease caused by polymorphic mutations, which offer a fast and accurate method for the prediction of other drug target within the context of 3D structures.
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C.S. V, Tamizhselvi R, Munusami P. 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. J Biomol Struct Dyn 2019; 37:2608-2626. [DOI: 10.1080/07391102.2018.1492459] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Affiliation(s)
- Vasavi C.S.
- School of Biosciences and Technology, VIT University, Vellore, India
| | | | - Punnagai Munusami
- Center for Computational Natural Sciences and Bioinformatics, International Institute of Information Technology, Hyderabad, India
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Hidaka K, Kimura T, Sankaranarayanan R, Wang J, McDaniel KF, Kempf DJ, Kameoka M, Adachi M, Kuroki R, Nguyen JT, Hayashi Y, Kiso Y. Identification of Highly Potent Human Immunodeficiency Virus Type-1 Protease Inhibitors against Lopinavir and Darunavir Resistant Viruses from Allophenylnorstatine-Based Peptidomimetics with P2 Tetrahydrofuranylglycine. J Med Chem 2018; 61:5138-5153. [PMID: 29852069 DOI: 10.1021/acs.jmedchem.7b01709] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/02/2023]
Abstract
The emergence of drug-resistant HIV from a widespread antiviral chemotherapy targeting HIV protease in the past decades is unavoidable and provides a challenge to develop alternative inhibitors. We synthesized a series of allophenylnorstatine-based peptidomimetics with various P3, P2, and P2́ moieties. The derivatives with P2 tetrahydrofuranylglycine (Thfg) were found to be potent against wild type HIV-1 protease and the virus, leading to a highly potent compound 21f (KNI-1657) against lopinavir/ritonavir- or darunavir-resistant strains. Co-crystal structures of 21f and the wild-type protease revealed numerous key hydrogen bonding interactions with Thfg. These results suggest that the strategy to design allophenylnorstatine-based peptidomimetics combined with Thfg residue would be promising for generating candidates to overcome multidrug resistance.
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Affiliation(s)
- Koushi Hidaka
- Laboratory of Medicinal Chemistry, Faculty of Pharmaceutical Sciences , Kobe Gakuin University , Kobe 650-8586 , Japan
| | - Tooru Kimura
- Department of Medicinal Chemistry , Kyoto Pharmaceutical University , Kyoto 607-8412 , Japan
| | - Rajesh Sankaranarayanan
- Department of Medicinal Chemistry , Kyoto Pharmaceutical University , Kyoto 607-8412 , Japan
| | - Jun Wang
- Department of Medicinal Chemistry , Kyoto Pharmaceutical University , Kyoto 607-8412 , Japan
| | - Keith F McDaniel
- Global Pharmaceutical Research and Development , AbbVie , North Chicago , Illinois 60064 , United States
| | - Dale J Kempf
- Global Pharmaceutical Research and Development , AbbVie , North Chicago , Illinois 60064 , United States
| | - Masanori Kameoka
- Department of International Health , Kobe University Graduate School of Health Sciences , Kobe 654-0142 , Japan
| | - Motoyasu Adachi
- Quantum Beam Science Drectorate , National Institutes for Quantum and Radiological Science and Technology , Tokai , Ibaraki 319-1106 , Japan
| | - Ryota Kuroki
- Quantum Beam Science Center , Japan Atomic Energy Agency , Tokai , Ibaraki 319-1195 , Japan
| | - Jeffrey-Tri Nguyen
- Department of Medicinal Chemistry , Kyoto Pharmaceutical University , Kyoto 607-8412 , Japan
| | - Yoshio Hayashi
- Department of Medicinal Chemistry , Tokyo University of Pharmacy and Life Sciences , Tokyo 192-0392 , Japan
| | - Yoshiaki Kiso
- Laboratory of Peptide Sciences , Nagahama Institute of Bio-Science and Technology , Nagahama 526-0829 , Japan
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7
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Liu Z, Huang X, Hu L, Pham L, Poole KM, Tang Y, Mahon BP, Tang W, Li K, Goldfarb NE, Dunn BM, McKenna R, Fanucci GE. Effects of Hinge-region Natural Polymorphisms on Human Immunodeficiency Virus-Type 1 Protease Structure, Dynamics, and Drug Pressure Evolution. J Biol Chem 2016; 291:22741-22756. [PMID: 27576689 DOI: 10.1074/jbc.m116.747568] [Citation(s) in RCA: 20] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/11/2016] [Revised: 08/30/2016] [Indexed: 11/06/2022] Open
Abstract
Multidrug resistance to current Food and Drug Administration-approved HIV-1 protease (PR) inhibitors drives the need to understand the fundamental mechanisms of how drug pressure-selected mutations, which are oftentimes natural polymorphisms, elicit their effect on enzyme function and resistance. Here, the impacts of the hinge-region natural polymorphism at residue 35, glutamate to aspartate (E35D), alone and in conjunction with residue 57, arginine to lysine (R57K), are characterized with the goal of understanding how altered salt bridge interactions between the hinge and flap regions are associated with changes in structure, motional dynamics, conformational sampling, kinetic parameters, and inhibitor affinity. The combined results reveal that the single E35D substitution leads to diminished salt bridge interactions between residues 35 and 57 and gives rise to the stabilization of open-like conformational states with overall increased backbone dynamics. In HIV-1 PR constructs where sites 35 and 57 are both mutated (e.g. E35D and R57K), x-ray structures reveal an altered network of interactions that replace the salt bridge thus stabilizing the structural integrity between the flap and hinge regions. Despite the altered conformational sampling and dynamics when the salt bridge is disrupted, enzyme kinetic parameters and inhibition constants are similar to those obtained for subtype B PR. Results demonstrate that these hinge-region natural polymorphisms, which may arise as drug pressure secondary mutations, alter protein dynamics and the conformational landscape, which are important thermodynamic parameters to consider for development of inhibitors that target for non-subtype B PR.
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Affiliation(s)
- Zhanglong Liu
- From the Department of Chemistry, University of Florida, Gainesville, Florida 32611 and
| | - Xi Huang
- From the Department of Chemistry, University of Florida, Gainesville, Florida 32611 and
| | - Lingna Hu
- From the Department of Chemistry, University of Florida, Gainesville, Florida 32611 and
| | - Linh Pham
- From the Department of Chemistry, University of Florida, Gainesville, Florida 32611 and
| | - Katye M Poole
- the Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610
| | - Yan Tang
- the Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610
| | - Brian P Mahon
- the Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610
| | - Wenxing Tang
- the Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610
| | - Kunhua Li
- From the Department of Chemistry, University of Florida, Gainesville, Florida 32611 and
| | - Nathan E Goldfarb
- the Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610
| | - Ben M Dunn
- the Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610
| | - Robert McKenna
- the Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610
| | - Gail E Fanucci
- From the Department of Chemistry, University of Florida, Gainesville, Florida 32611 and
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Liu Z, Casey TM, Blackburn ME, Huang X, Pham L, de Vera IMS, Carter JD, Kear-Scott JL, Veloro AM, Galiano L, Fanucci GE. Pulsed EPR characterization of HIV-1 protease conformational sampling and inhibitor-induced population shifts. Phys Chem Chem Phys 2016; 18:5819-31. [PMID: 26489725 PMCID: PMC4758878 DOI: 10.1039/c5cp04556h] [Citation(s) in RCA: 21] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023]
Abstract
The conformational landscape of HIV-1 protease (PR) can be experimentally characterized by pulsed-EPR double electron-electron resonance (DEER). For this characterization, nitroxide spin labels are attached to an engineered cysteine residue in the flap region of HIV-1 PR. DEER distance measurements from spin-labels contained within each flap of the homodimer provide a detailed description of the conformational sampling of apo-enzyme as well as induced conformational shifts as a function of inhibitor binding. The distance distribution profiles are further interpreted in terms of a conformational ensemble scheme that consists of four unique states termed "curled/tucked", "closed", "semi-open" and "wide-open" conformations. Reported here are the DEER results for a drug-resistant variant clinical isolate sequence, V6, in the presence of FDA approved protease inhibitors (PIs) as well as a non-hydrolyzable substrate mimic, CaP2. Results are interpreted in the context of the current understanding of the relationship between conformational sampling, drug resistance, and kinetic efficiency of HIV-1PR as derived from previous DEER and kinetic data for a series of HIV-1PR constructs that contain drug-pressure selected mutations or natural polymorphisms. Specifically, these collective results support the notion that inhibitor-induced closure of the flaps correlates with inhibitor efficiency and drug resistance. This body of work also suggests DEER as a tool for studying conformational sampling in flexible enzymes as it relates to function.
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Affiliation(s)
- Zhanglong Liu
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
| | - Thomas M Casey
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
| | - Mandy E Blackburn
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
| | - Xi Huang
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
| | - Linh Pham
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
| | - Ian Mitchelle S de Vera
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
| | - Jeffrey D Carter
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
| | - Jamie L Kear-Scott
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
| | - Angelo M Veloro
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
| | - Luis Galiano
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
| | - Gail E Fanucci
- Department of Chemistry, University of Florida, PO BOX 117200, Gainesville, FL 32611-7200, USA.
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Casey TM, Fanucci GE. Spin labeling and Double Electron-Electron Resonance (DEER) to Deconstruct Conformational Ensembles of HIV Protease. Methods Enzymol 2015; 564:153-87. [PMID: 26477251 DOI: 10.1016/bs.mie.2015.07.019] [Citation(s) in RCA: 17] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/03/2023]
Abstract
An understanding of macromolecular conformational equilibrium in biological systems is oftentimes essential to understand function, dysfunction, and disease. For the past few years, our lab has been utilizing site-directed spin labeling (SDSL), coupled with electron paramagnetic resonance (EPR) spectroscopy, to characterize the conformational ensemble and ligand-induced conformational shifts of HIV-1 protease (HIV-1PR). The biomedical importance of characterizing the fractional occupancy of states within the conformational ensemble critically impacts our hypothesis of a conformational selection mechanism of drug-resistance evolution in HIV-1PR. The purpose of the following chapter is to give a timeline perspective of our SDSL EPR approach to characterizing conformational sampling of HIV-1PR. We provide detailed instructions for the procedure utilized in analyzing distance profiles for HIV-1PR obtained from pulsed electron-electron double resonance (PELDOR). Specifically, we employ a version of PELDOR known as double electron-electron resonance (DEER). Data are processed with the software package "DeerAnalysis" (http://www.epr.ethz.ch/software), which implements Tikhonov regularization (TKR), to generate a distance profile from electron spin-echo amplitude modulations. We assign meaning to resultant distance profiles based upon a conformational sampling model, which is described herein. The TKR distance profiles are reconstructed with a linear combination of Gaussian functions, which is then statistically analyzed. In general, DEER has proven powerful for observing structural ensembles in proteins and, more recently, nucleic acids. Our goal is to present our advances in order to aid readers in similar applications.
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Affiliation(s)
- Thomas M Casey
- Department of Chemistry, University of Florida, Gainesville, Florida, USA
| | - Gail E Fanucci
- Department of Chemistry, University of Florida, Gainesville, Florida, USA.
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10
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Huang X, Britto MD, Kear-Scott JL, Boone CD, Rocca JR, Simmerling C, Mckenna R, Bieri M, Gooley PR, Dunn BM, Fanucci GE. The role of select subtype polymorphisms on HIV-1 protease conformational sampling and dynamics. J Biol Chem 2014; 289:17203-14. [PMID: 24742668 DOI: 10.1074/jbc.m114.571836] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023] Open
Abstract
HIV-1 protease is an essential enzyme for viral particle maturation and is a target in the fight against HIV-1 infection worldwide. Several natural polymorphisms are also associated with drug resistance. Here, we utilized both pulsed electron double resonance, also called double electron-electron resonance, and NMR (15)N relaxation measurements to characterize equilibrium conformational sampling and backbone dynamics of an HIV-1 protease construct containing four specific natural polymorphisms commonly found in subtypes A, F, and CRF_01 A/E. Results show enhanced backbone dynamics, particularly in the flap region, and the persistence of a novel conformational ensemble that we hypothesize is an alternative flap orientation of a curled open state or an asymmetric configuration when interacting with inhibitors.
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Affiliation(s)
- Xi Huang
- From the Department of Chemistry, University of Florida, Gainesville, Florida 32611
| | - Manuel D Britto
- From the Department of Chemistry, University of Florida, Gainesville, Florida 32611
| | - Jamie L Kear-Scott
- From the Department of Chemistry, University of Florida, Gainesville, Florida 32611
| | - Christopher D Boone
- the Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610
| | - James R Rocca
- the Advanced Magnetic Resonance Imaging and Spectroscopy Facility, McKnight Brain Institute, University of Florida, Gainesville, Florida 32610
| | - Carlos Simmerling
- the Department of Chemistry, Stony Brook University, Stony Brook, New York 11794, and
| | - Robert Mckenna
- the Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610
| | - Michael Bieri
- the Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria 3010, Australia
| | - Paul R Gooley
- the Department of Biochemistry and Molecular Biology, Bio21 Molecular Science and Biotechnology Institute, University of Melbourne, Parkville, Victoria 3010, Australia
| | - Ben M Dunn
- the Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610
| | - Gail E Fanucci
- From the Department of Chemistry, University of Florida, Gainesville, Florida 32611,
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11
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Mata-Munguía C, Escoto-Delgadillo M, Torres-Mendoza B, Flores-Soto M, Vázquez-Torres M, Gálvez-Gastelum F, Viniegra-Osorio A, Castillero-Manzano M, Vázquez-Valls E. Natural polymorphisms and unusual mutations in HIV-1 protease with potential antiretroviral resistance: a bioinformatic analysis. BMC Bioinformatics 2014; 15:72. [PMID: 24629078 PMCID: PMC4003850 DOI: 10.1186/1471-2105-15-72] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2012] [Accepted: 03/05/2014] [Indexed: 11/22/2022] Open
Abstract
Background The correlations of genotypic and phenotypic tests with treatment, clinical history and the significance of mutations in viruses of HIV-infected patients are used to establish resistance mutations to protease inhibitors (PIs). Emerging mutations in human immunodeficiency virus type 1 (HIV-1) protease confer resistance to PIs by inducing structural changes at the ligand interaction site. The aim of this study was to establish an in silico structural relationship between natural HIV-1 polymorphisms and unusual HIV-1 mutations that confer resistance to PIs. Results Protease sequences isolated from 151 Mexican HIV-1 patients that were naïve to, or subjected to antiretroviral therapy, were examined. We identified 41 unrelated resistance mutations with a prevalence greater than 1%. Among these mutations, nine exhibited positive selection, three were natural polymorphisms (L63S/V/H) in a codon associated with drug resistance, and six were unusual mutations (L5F, D29V, L63R/G, P79L and T91V). The D29V mutation, with a prevalence of 1.32% in the studied population, was only found in patients treated with antiretroviral drugs. Using in silico modelling, we observed that D29V formed unstable protease complexes when were docked with lopinavir, saquinavir, darunavir, tipranavir, indinavir and atazanavir. Conclusions The structural correlation of natural polymorphisms and unusual mutations with drug resistance is useful for the identification of HIV-1 variants with potential resistance to PIs. The D29V mutation likely confers a selection advantage in viruses; however, in silico, presence of this mutation results in unstable enzyme/PI complexes, that possibly induce resistance to PIs.
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Affiliation(s)
| | | | | | | | | | | | | | | | - Eduardo Vázquez-Valls
- Laboratorio de Inmunodeficiencias y Retrovirus Humanos, Centro de Investigación Biomédica de Occidente, CMNO, IMSS, Guadalajara 44340, México.
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12
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Shadrina O, Krotova O, Agapkina J, Knyazhanskaya E, Korolev S, Starodubova E, Viklund A, Lukashov V, Magnani M, Medstrand P, Karpov V, Gottikh M, Isaguliants M. Consensus HIV-1 subtype A integrase and its raltegravir-resistant variants: design and characterization of the enzymatic properties. Biochimie 2014; 102:92-101. [PMID: 24594066 DOI: 10.1016/j.biochi.2014.02.013] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2013] [Accepted: 02/21/2014] [Indexed: 11/28/2022]
Abstract
Model studies of the subtype B and non-subtype B integrases are still required to compare their susceptibility to antiretroviral drugs, evaluate the significance of resistance mutations and identify the impact of natural polymorphisms on the level of enzymatic reactivity. We have therefore designed the consensus integrase of the HIV-1 subtype A strain circulating in the former Soviet Union territory (FSU-A) and two of its variants with mutations of resistance to the strand transfer inhibitor raltegravir. Their genes were synthesized, and expressed in E coli; corresponding His-tagged proteins were purified using the affinity chromatography. The enzymatic properties of the consensus integrases and their sensitivity to raltegravir were examined in a series of standard in vitro reactions and compared to the properties of the integrase of HIV-1 subtype B strain HXB2. The consensus enzyme demonstrated similar DNA-binding properties, but was significantly more active than HXB-2 integrase in the reactions of DNA cleavage and integration. All integrases were equally susceptible to inhibition by raltegravir and elvitegravir, indicating that the sporadic polymorphisms inherent to the HXB-2 enzyme have little effect on its susceptibility to drugs. Insensitivity of the mutated enzymes to the inhibitors of strand transfer occurred at a cost of a 30-90% loss of the efficacies of both 3'-processing and strand transfer. This is the first study to describe the enzymatic properties of the consensus integrase of HIV-1 clade A and the effects of the resistance mutations when the complex actions of sporadic sequence polymorphisms are excluded.
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Affiliation(s)
- Olga Shadrina
- Lomonosov Moscow State University, Belozersky Institute of Physical Chemical Biology and Chemistry Department, Leninskie gory 1/40, 119991 Moscow, Russia
| | - Olga Krotova
- Engelhardt Institute of Molecular Biology, Vavilov str 32, 119991 Moscow, Russia; Ivanovsky Institute of Virology, Gamaleja str 16, 123098 Moscow, Russia; Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Nobels väg 16, 17177 Stockholm, Sweden
| | - Julia Agapkina
- Lomonosov Moscow State University, Belozersky Institute of Physical Chemical Biology and Chemistry Department, Leninskie gory 1/40, 119991 Moscow, Russia
| | - Ekaterina Knyazhanskaya
- Lomonosov Moscow State University, Belozersky Institute of Physical Chemical Biology and Chemistry Department, Leninskie gory 1/40, 119991 Moscow, Russia
| | - Sergey Korolev
- Lomonosov Moscow State University, Belozersky Institute of Physical Chemical Biology and Chemistry Department, Leninskie gory 1/40, 119991 Moscow, Russia
| | - Elizaveta Starodubova
- Engelhardt Institute of Molecular Biology, Vavilov str 32, 119991 Moscow, Russia; Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Nobels väg 16, 17177 Stockholm, Sweden
| | - Alecia Viklund
- Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Nobels väg 16, 17177 Stockholm, Sweden
| | - Vladimir Lukashov
- Ivanovsky Institute of Virology, Gamaleja str 16, 123098 Moscow, Russia; Department of Medical Microbiology, Academic Medical Center, University of Amsterdam, Meibergdreef 9, 1105 AZ Amsterdam, The Netherlands
| | - Mauro Magnani
- Department of Biomolecular Science, University of Urbino "Carla Bo", Via Saffi, 2, 61029 Urbino, Italy
| | - Patrik Medstrand
- Department of Laboratory Medicine, Lund University, Sölvegatan 19, SE-205 02 Malmö, Sweden
| | - Vadim Karpov
- Engelhardt Institute of Molecular Biology, Vavilov str 32, 119991 Moscow, Russia
| | - Marina Gottikh
- Lomonosov Moscow State University, Belozersky Institute of Physical Chemical Biology and Chemistry Department, Leninskie gory 1/40, 119991 Moscow, Russia.
| | - Maria Isaguliants
- Ivanovsky Institute of Virology, Gamaleja str 16, 123098 Moscow, Russia; Department of Microbiology, Tumor and Cell Biology, Karolinska Institutet, Nobels väg 16, 17177 Stockholm, Sweden.
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13
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Huang X, de Vera IMS, Veloro AM, Blackburn ME, Kear JL, Carter JD, Rocca JR, Simmerling C, Dunn BM, Fanucci GE. Inhibitor-induced conformational shifts and ligand-exchange dynamics for HIV-1 protease measured by pulsed EPR and NMR spectroscopy. J Phys Chem B 2012; 116:14235-44. [PMID: 23167829 PMCID: PMC3709468 DOI: 10.1021/jp308207h] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
Double electron-electron resonance (DEER) spectroscopy was utilized to investigate shifts in conformational sampling induced by nine FDA-approved protease inhibitors (PIs) and a nonhydrolyzable substrate mimic for human immunodeficiency virus type 1 protease (HIV-1 PR) subtype B, subtype C, and CRF_01 A/E. The ligand-bound subtype C protease has broader DEER distance profiles, but trends for inhibitor-induced conformational shifts are comparable to those previously reported for subtype B. Ritonavir, one of the strong-binding inhibitors for subtypes B and C, induces less of the closed conformation in CRF_01 A/E. (1)H-(15)N heteronuclear single-quantum coherence (HSQC) spectra were acquired for each protease construct titrated with the same set of inhibitors. NMR (1)H-(15)N HSQC titration data show that inhibitor residence time in the protein binding pocket, inferred from resonance exchange broadening, shifting or splitting correlates with the degree of ligand-induced flap closure measured by DEER spectroscopy. These parallel results show that the ligand-induced conformational shifts resulting from protein-ligand interactions characterized by DEER spectroscopy of HIV-1 PR obtained at the cryogenic temperature are consistent with more physiological solution protein-ligand interactions observed by solution NMR spectroscopy.
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Affiliation(s)
- Xi Huang
- Department of Chemistry, University of Florida, PO Box 117200, Gainesville, Florida 32611, USA
| | | | - Angelo M. Veloro
- Department of Chemistry, University of Florida, PO Box 117200, Gainesville, Florida 32611, USA
| | - Mandy E. Blackburn
- Department of Chemistry, University of Florida, PO Box 117200, Gainesville, Florida 32611, USA
| | - Jamie L. Kear
- Department of Chemistry, University of Florida, PO Box 117200, Gainesville, Florida 32611, USA
| | - Jeffery D. Carter
- Department of Chemistry, University of Florida, PO Box 117200, Gainesville, Florida 32611, USA
| | - James R. Rocca
- Advanced Magnetic Resonance Imaging and Spectroscopy Facility, McKnight Brain Institute, University of Florida, Gainesville, Florida 32610, USA
| | - Carlos Simmerling
- Department of Chemistry, Stony Brook University, Stony Brook, New York 11794, USA
| | - Ben M. Dunn
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, Florida 32610, USA
| | - Gail E. Fanucci
- Department of Chemistry, University of Florida, PO Box 117200, Gainesville, Florida 32611, USA
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14
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de Medeiros RM, Junqueira DM, Matte MCC, Barcellos NT, Chies JAB, Matos Almeida SE. Co-circulation HIV-1 subtypes B, C, and CRF31_BC in a drug-naïve population from Southernmost Brazil: analysis of primary resistance mutations. J Med Virol 2012; 83:1682-8. [PMID: 21837783 DOI: 10.1002/jmv.22188] [Citation(s) in RCA: 27] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
In Southernmost Brazil HIV-1 subtypes B, C, and CRF31_BC co-circulates and, since 1996 with the implementation of free access to highly active antiretroviral treatment (HAART), this epidemic is under a quite characteristic selective pressure. The profile of mutations and polymorphisms in the protease (PR) and reverse transcriptase (RT) genes of HIV-1 from untreated patients living in Porto Alegre, Southernmost Brazil were evaluated in order to identify the subtypes and circulating drug resistant genotypes. Blood samples from 99 HIV-1 positive drugs-naïve patients were collected from 2006 to 2007 in Porto Alegre, Brazil. HIV PR and RT genes were amplified, sequenced, and subtyped. The HIV-1 genotyping was performed by partial sequence analysis of the pol in the HIV Drug Resistance Database of Stanford University. Phylogenetic analyses allowed to classify the HIV samples according to their subtypes: B (26.2%), C (39.4%), F (1.1%), CRF31_CB (19.2%), and URF (14.1%). Eight (8.1%) samples showed primary resistance mutations according to the Calibrated Population Resistance tool based in the 2009 Surveillance Drug Resistance Mutation list. Two samples presented resistance mutations to PI, three NRTI and three NNRTI. There was no significant association between presence of resistant genotypes and subtypes, but resistance mutations seem to be less frequent in the subtype C. In addition, this study describes for the first time the mutational profile of CRF31_BC to PI, NRTI, and NNRTI. Genetic analyses of HIV-1 from naïve patients are a promising and important method for surveillance of HIV infection.
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Affiliation(s)
- Rúbia Marília de Medeiros
- Technological and Scientific Development Center - CDCT, State Foundation in Production and Health Research - FEPPS, Rio Grande do Sul, Porto Alegre, Brazil.
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15
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Li M, Gustchina A, Matúz K, Tözsér J, Namwong S, Goldfarb NE, Dunn BM, Wlodawer A. Structural and biochemical characterization of the inhibitor complexes of xenotropic murine leukemia virus-related virus protease. FEBS J 2011; 278:4413-24. [PMID: 21951660 PMCID: PMC3500906 DOI: 10.1111/j.1742-4658.2011.08364.x] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
Interactions between the protease (PR) encoded by the xenotropic murine leukemia virus-related virus and a number of potential inhibitors have been investigated by biochemical and structural techniques. It was observed that several inhibitors used clinically against HIV PR exhibit nanomolar or even subnanomolar values of K(i) , depending on the exact experimental conditions. Both TL-3, a universal inhibitor of retroviral PRs, and some inhibitors originally shown to inhibit plasmepsins were also quite potent, whereas inhibition by pepstatin A was considerably weaker. Crystal structures of the complexes of xenotropic murine leukemia virus-related virus PR with TL-3, amprenavir and pepstatin A were solved at high resolution and compared with the structures of complexes of these inhibitors with other retropepsins. Whereas TL-3 and amprenavir bound in a predictable manner, spanning the substrate-binding site of the enzyme, two molecules of pepstatin A bound simultaneously in an unprecedented manner, leaving the catalytic water molecule in place.
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Affiliation(s)
- Mi Li
- Protein Structure Section, Macromolecular Crystallography Laboratory, National Cancer Institute at Frederick, Frederick, MD 21702, USA
- Basic Research Program, SAIC-Frederick, Frederick, MD 21702, USA
| | - Alla Gustchina
- Protein Structure Section, Macromolecular Crystallography Laboratory, National Cancer Institute at Frederick, Frederick, MD 21702, USA
| | - Krisztina Matúz
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Jozsef Tözsér
- Department of Biochemistry and Molecular Biology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Sirilak Namwong
- Department of Biotechnology, Faculty of Science and Technology, Suan Sunandha Rajabhat University, Bangkok 10300, Thailand
| | - Nathan E. Goldfarb
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32610, USA
| | - Ben M. Dunn
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32610, USA
| | - Alexander Wlodawer
- Protein Structure Section, Macromolecular Crystallography Laboratory, National Cancer Institute at Frederick, Frederick, MD 21702, USA
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16
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Sayer JM, Agniswamy J, Weber IT, Louis JM. Autocatalytic maturation, physical/chemical properties, and crystal structure of group N HIV-1 protease: relevance to drug resistance. Protein Sci 2011; 19:2055-72. [PMID: 20737578 DOI: 10.1002/pro.486] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/10/2022]
Abstract
The mature protease from Group N human immunodeficiency virus Type 1 (HIV-1) (PR1(N)) differs in 20 amino acids from the extensively studied Group M protease (PR1(M)) at positions corresponding to minor drug-resistance mutations (DRMs). The first crystal structure (1.09 Å resolution) of PR1(N) with the clinical inhibitor darunavir (DRV) reveals the same overall structure as PR1(M), but with a slightly larger inhibitor-binding cavity. Changes in the 10s loop and the flap hinge propagate to shift one flap away from the inhibitor, whereas L89F and substitutions in the 60s loop perturb inhibitor-binding residues 29-32. However, kinetic parameters of PR1(N) closely resemble those of PR1(M), and calorimetric results are consistent with similar binding affinities for DRV and two other clinical PIs, suggesting that minor DRMs coevolve to compensate for the detrimental effects of drug-specific major DRMs. A miniprecursor (TFR 1-61-PR1(N)) comprising the transframe region (TFR) fused to the N-terminus of PR1(N) undergoes autocatalytic cleavage at the TFR/PR1(N) site concomitant with the appearance of catalytic activity characteristic of the dimeric, mature enzyme. This cleavage is inhibited at an equimolar ratio of precursor to DRV (∼6 μM), which partially stabilizes the precursor dimer from a monomer. However, cleavage at L34/W35 within the TFR, which precedes the TFR 1-61/PR1(N) cleavage at pH ≤ 5, is only partially inhibited. Favorable properties of PR1(N) relative to PR1(M) include its suitability for column fractionation by size under native conditions and >10-fold higher dimer dissociation constant (150 nM). Exploiting these properties may facilitate testing of potential dimerization inhibitors that perturb early precursor processing steps.
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Affiliation(s)
- Jane M Sayer
- Laboratory of Chemical Physics, National Institute of Diabetes and Digestive and Kidney Diseases, National Institutes of Health, DHHS, Bethesda, Maryland 20892-0520, USA
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17
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Chaplin B, Eisen G, Idoko J, Onwujekwe D, Idigbe E, Adewole I, Gashau W, Meloni S, Sarr A, Sankalé J, Ekong E, Murphy R, Kanki P. Impact of HIV type 1 subtype on drug resistance mutations in Nigerian patients failing first-line therapy. AIDS Res Hum Retroviruses 2011; 27:71-80. [PMID: 20964479 DOI: 10.1089/aid.2010.0050] [Citation(s) in RCA: 36] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
A diverse array of non-subtype B HIV-1 viruses circulates in Africa and dominates the global pandemic. It is important to understand how drug resistance mutations in non-B subtypes may develop differently from the patterns described in subtype B. HIV-1 reverse transcriptase and protease sequences from 338 patients with treatment failure to first-line ART regimens were evaluated. Multivariate logistic regression was used to examine the effect of subtype on each mutation controlling for regimen, time on therapy, and total mutations. The distribution of HIV-1 subtypes included CRF02_AG (45.0%), G (37.9%), CRF06_cpx (4.4%), A (3.6%), and other subtypes or recombinant sequences (9.2%). The most common NRTI mutations were M184V (89.1%) and thymidine analog mutations (TAMs). The most common NNRTI mutations were Y181C (49.7%), K103N (36.4%), G190A (26.3%), and A98G (19.5%). Multivariate analysis showed that CRF02_AG was less likely to have the M41L mutation compared to other subtypes [adjusted odds ratio (AOR) = 0.35; p = 0.022]. Subtype A patients showed a 42.5-fold increased risk (AOR = 42.5, p = 0.001) for the L210W mutation. Among NNRTI mutations, subtype G patients had an increased risk for A98G (AOR = 2.40, p = 0.036) and V106I (AOR = 6.15, p = 0.010), whereas subtype CRF02_AG patients had an increased risk for V90I (AOR = 3.16; p = 0.003) and a decreased risk for A98G (AOR = 0.48, p = 0.019). Five RT mutations were found to vary significantly between different non-B West African subtypes. Further study to understand the clinical impact of subtype-specific diversity on drug resistance will be critically important to the continued success of ART scale-up in resource-limited settings.
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Affiliation(s)
- B. Chaplin
- Harvard School of Public Health, Boston, Massachusetts
| | - G. Eisen
- Harvard School of Public Health, Boston, Massachusetts
| | - J. Idoko
- Jos University Teaching Hospital, Plateau State, Nigeria
| | - D. Onwujekwe
- National Institute of Medical Research, Lagos, Nigeria
| | - E. Idigbe
- National Institute of Medical Research, Lagos, Nigeria
| | - I. Adewole
- University College Hospital, Ibadan, Nigeria
| | - W. Gashau
- University Maiduguri Teaching Hospital, Maiduguri, Nigeria
| | - S. Meloni
- Harvard School of Public Health, Boston, Massachusetts
| | - A.D. Sarr
- Harvard School of Public Health, Boston, Massachusetts
| | - J.L. Sankalé
- Harvard School of Public Health, Boston, Massachusetts
| | - E. Ekong
- Harvard School of Public Health, Boston, Massachusetts
| | | | - P. Kanki
- Harvard School of Public Health, Boston, Massachusetts
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18
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Ali A, Bandaranayake RM, Cai Y, King NM, Kolli M, Mittal S, Murzycki JF, Nalam MN, Nalivaika EA, Özen A, Prabu-Jeyabalan MM, Thayer K, Schiffer CA. Molecular Basis for Drug Resistance in HIV-1 Protease. Viruses 2010; 2:2509-2535. [PMID: 21994628 PMCID: PMC3185577 DOI: 10.3390/v2112509] [Citation(s) in RCA: 98] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2010] [Revised: 10/22/2010] [Accepted: 10/28/2010] [Indexed: 02/01/2023] Open
Abstract
HIV-1 protease is one of the major antiviral targets in the treatment of patients infected with HIV-1. The nine FDA approved HIV-1 protease inhibitors were developed with extensive use of structure-based drug design, thus the atomic details of how the inhibitors bind are well characterized. From this structural understanding the molecular basis for drug resistance in HIV-1 protease can be elucidated. Selected mutations in response to therapy and diversity between clades in HIV-1 protease have altered the shape of the active site, potentially altered the dynamics and even altered the sequence of the cleavage sites in the Gag polyprotein. All of these interdependent changes act in synergy to confer drug resistance while simultaneously maintaining the fitness of the virus. New strategies, such as incorporation of the substrate envelope constraint to design robust inhibitors that incorporate details of HIV-1 protease’s function and decrease the probability of drug resistance, are necessary to continue to effectively target this key protein in HIV-1 life cycle.
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Affiliation(s)
- Akbar Ali
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
| | - Rajintha M. Bandaranayake
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
| | - Yufeng Cai
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
| | - Nancy M. King
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
| | - Madhavi Kolli
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
| | - Seema Mittal
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
| | - Jennifer F. Murzycki
- Department of Pediatrics, University of Rochester, Rochester, NY 14627, USA; E-Mail:
| | - Madhavi N.L. Nalam
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
| | - Ellen A. Nalivaika
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
| | - Ayşegül Özen
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
| | - Moses M. Prabu-Jeyabalan
- Division of Basic Sciences, The Commonwealth Medical College, 150 N. Washington Avenue, Scranton, PA 18503, USA; E-Mail:
| | - Kelly Thayer
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
| | - Celia A. Schiffer
- Department of Biochemistry and Molecular Pharmacology, University of Massachusetts Medical School, Worcester, Massachusetts 01605, USA; E-Mails: (A.A.); (R.M.B.); (Y.C.); (N.M.K.); (M.K.); (S.M.), (M.N.L.N.); (E.A.N.); (A.Ö.); (K.T.)
- Author to whom correspondence should be addressed; E-Mail: ; Tel.: +1-508-856-8008; Fax: +1-508-856-6464
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19
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Gonzalez S, Gondwe C, Tully DC, Minhas V, Shea D, Kankasa C, M'soka T, Wood C. Short communication: antiretroviral therapy resistance mutations present in the HIV type 1 subtype C pol and env regions from therapy-naive patients in Zambia. AIDS Res Hum Retroviruses 2010; 26:795-803. [PMID: 20623996 DOI: 10.1089/aid.2009.0181] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022] Open
Abstract
The prevalence of antiretroviral therapy (ART) resistance mutations present in HIV-1 subtype C pol and env regions of the proviral DNA was analyzed and compared from therapy-naive individuals before (Cohort A) and after (Cohort B) the availability of free ART in Zambia. Mutations present in sequences published in a previous study from Zambian ART-naive individuals infected with subtype C were analyzed using current parameters for the classification of ART drug resistance and compared with Cohorts A and B. No statistically significant differences were observed when comparing mutations present in the pol and env of these cohorts. However, an increase in the number of minor, borderline, or partial resistance mutations as well as the presence of major resistance mutations were observed in Cohort B. These results suggest there is an increasing trend of drug resistance-associated mutations that could be a result of the availability of free ART in Zambia. Moreover, the high prevalence of resistance mutations observed for maraviroc and vicriviroc in both cohorts may suggest a limited efficacy of entry inhibitors on HIV-1 subtype C.
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Affiliation(s)
- Sandra Gonzalez
- Nebraska Center for Virology and School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, Nebraska 68583
| | - Clement Gondwe
- Department of Pediatrics, University Teaching Hospital, Lusaka, Zambia
| | - Damien C. Tully
- Nebraska Center for Virology and School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, Nebraska 68583
| | - Veenu Minhas
- Nebraska Center for Virology and School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, Nebraska 68583
| | - Danielle Shea
- Nebraska Center for Virology and School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, Nebraska 68583
| | - Chipepo Kankasa
- Department of Pediatrics, University Teaching Hospital, Lusaka, Zambia
| | - Tendai M'soka
- Department of Pediatrics, University Teaching Hospital, Lusaka, Zambia
| | - Charles Wood
- Nebraska Center for Virology and School of Biological Sciences, University of Nebraska-Lincoln, Lincoln, Nebraska 68583
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20
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Understanding the HIV-1 protease nelfinavir resistance mutation D30N in subtypes B and C through molecular dynamics simulations. J Mol Graph Model 2010; 29:137-47. [PMID: 20541446 DOI: 10.1016/j.jmgm.2010.05.007] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/25/2009] [Revised: 05/12/2010] [Accepted: 05/14/2010] [Indexed: 11/24/2022]
Abstract
A major concern in the antiretroviral (ARV) treatment of HIV infections with protease inhibitors (PI) is the emergence of resistance, which results from the selection of distinct mutations within the viral protease (PR) gene. Among patients who do not respond to treatment with the PI nelfinavir (NFV), the D30N mutation is often observed. However, several reports have shown that D30N emerges with different frequencies in distinct HIV-1 genetic forms or subtypes. In the present work, we analyzed the binding of NFV and the Gag substrate CA/p2 to PR from HIV-1 subtypes B and C through molecular dynamics (MD) simulations. The wild-type and drug-resistant D30N mutants were investigated in both subtypes. The compensatory mutations N83T and N88D, observed in vitro and in vivo when subtype C acquires D30N, were also studied. D30N appears to facilitate conformational changes in subtype B PR, but not in that from subtype C, and this could be associated with disestablishment of an alpha-helical region of the PR. Furthermore, the total contact areas of NFV or the CA/p2 substrate with the mutant PR correlated with changes in the resistance patterns and replicative capacity. Finally, we observed in our MD simulations that mutant PR proteins show different patterns for hydrophobic/van der Waals contact. These findings suggest that different molecular mechanisms contribute to resistance, and we propose that a single mutation has distinct impacts on different HIV-1 subtypes.
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21
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Robbins AH, Coman RM, Bracho-Sanchez E, Fernandez MA, Gilliland CT, Li M, Agbandje-McKenna M, Wlodawer A, Dunn BM, McKenna R. Structure of the unbound form of HIV-1 subtype A protease: comparison with unbound forms of proteases from other HIV subtypes. ACTA CRYSTALLOGRAPHICA. SECTION D, BIOLOGICAL CRYSTALLOGRAPHY 2010; 66:233-42. [PMID: 20179334 PMCID: PMC2827345 DOI: 10.1107/s0907444909054298] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 11/17/2009] [Accepted: 12/16/2009] [Indexed: 04/06/2023]
Abstract
The crystal structure of the unbound form of HIV-1 subtype A protease (PR) has been determined to 1.7 A resolution and refined as a homodimer in the hexagonal space group P6(1) to an R(cryst) of 20.5%. The structure is similar in overall shape and fold to the previously determined subtype B, C and F PRs. The major differences lie in the conformation of the flap region. The flaps in the crystal structures of the unbound subtype B and C PRs, which were crystallized in tetragonal space groups, are either semi-open or wide open. In the present structure of subtype A PR the flaps are found in the closed position, a conformation that would be more anticipated in the structure of HIV protease complexed with an inhibitor. The amino-acid differences between the subtypes and their respective crystal space groups are discussed in terms of the differences in the flap conformations.
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Affiliation(s)
- Arthur H. Robbins
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32610, USA
| | - Roxana M. Coman
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32610, USA
| | - Edith Bracho-Sanchez
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32610, USA
| | - Marty A. Fernandez
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32610, USA
| | - C. Taylor Gilliland
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32610, USA
| | - Mi Li
- Basic Research Program, SAIC-Frederick, Frederick, Maryland, USA
- Macromolecular Crystallography Laboratory, NCI-Frederick, Frederick, Maryland, USA
| | - Mavis Agbandje-McKenna
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32610, USA
| | - Alexander Wlodawer
- Macromolecular Crystallography Laboratory, NCI-Frederick, Frederick, Maryland, USA
| | - Ben M. Dunn
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32610, USA
| | - Robert McKenna
- Department of Biochemistry and Molecular Biology, University of Florida, Gainesville, FL 32610, USA
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Shityakov S, Dandekar T. Lead expansion and virtual screening of Indinavir derivate HIV-1 protease inhibitors using pharmacophoric - shape similarity scoring function. Bioinformation 2010; 4:295-9. [PMID: 20978602 PMCID: PMC2957763 DOI: 10.6026/97320630004295] [Citation(s) in RCA: 11] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/16/2009] [Revised: 11/07/2009] [Accepted: 11/16/2009] [Indexed: 11/23/2022] Open
Abstract
Indinavir (Crivaxan®) is a potent inhibitor of the HIV (human immunodeficiency virus) protease. This enzyme has an important role in viral replication and is considered to be very attractive target for new antiretroviral drugs. However, it becomes less effective due to highly resistant new viral strains of HIV, which have multiple mutations in their proteases. For this reason, we used a lead expansion method to create a new set of compounds with a new mode of action to protease binding site. 1300 compounds chemically diverse from the initial hit were generated and screened to determine their ability to interact with protease and establish their QSAR properties. Further computational analyses revealed one unique compound with different protease binding ability from the initial hit and its role for possible new class of protease inhibitors is discussed in this report.
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Affiliation(s)
- Sergey Shityakov
- Department of Bioinformatics, Biocenter of the University of Würzburg, 97074 Würzburg, Germany.
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Kear JL, Blackburn ME, Veloro AM, Dunn BM, Fanucci GE. Subtype polymorphisms among HIV-1 protease variants confer altered flap conformations and flexibility. J Am Chem Soc 2010; 131:14650-1. [PMID: 19788299 DOI: 10.1021/ja907088a] [Citation(s) in RCA: 37] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/30/2022]
Abstract
Human immunodeficiency virus type 1 (HIV-1) protease plays a fundamental role in the maturation and life cycle of the retrovirus HIV-1, as it functions in regulating post-translational processing of the viral polyproteins gag and gag-pol; thus, it is a key target of AIDS antiviral therapy. Accessibility of substrate to the active site is mediated by two flaps, which must undergo a large conformational change from an open to a closed conformation during substrate binding and catalysis. The electron paramagnetic resonance (EPR) method of site-directed spin labeling (SDSL) with double electron-electron resonance (DEER) spectroscopy was utilized to monitor the conformations of the flaps in apo HIV-1 protease (HIV-1PR), subtypes B, C, and F, CRF01_A/E, and patient isolates V6 and MDR 769. The distance distribution profiles obtained from analysis of the dipolar modulated echo curves were reconstructed to yield a set of Gaussian-shaped populations, which provide an analysis of the flap conformations sampled. The relative percentages of each conformer population described as "tucked/curled", "closed", "semi-open", and "wide-open" were determined and compared for various constructs. The results and analyses show that sequence variations among subtypes, CRFs, and patient isolates of apo HIV-1PR alter the average flap conformation in a way that can be understood as inducing shifts in the relative populations, or conformational sampling, of the previously described four conformations for HIV-1PR.
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Affiliation(s)
- Jamie L Kear
- Department of Chemistry, P.O. Box 117200, University of Florida, Gainesville, Florida 32611-7200, USA
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Genetic determinants in HIV-1 Gag and Env V3 are related to viral response to combination antiretroviral therapy with a protease inhibitor. AIDS 2009; 23:1631-40. [PMID: 19625947 DOI: 10.1097/qad.0b013e32832e0599] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/26/2022]
Abstract
OBJECTIVE To identify novel viral determinants in HIV-1 protease, Gag, and envelope V3 that relate to outcomes to initial protease inhibitor-based antiretroviral therapy. DESIGN A longitudinal cohort study of protease inhibitor-naive, HIV-infected individuals was designed to identify genetic variables in viral Gag and envelope sequences associated with response to antiretroviral therapy. METHODS Genetic and statistical models, including amino acid profiles, phylogenetic analyses, receiver operating characteristic analyses, and covariation analyses, were used to evaluate viral sequences and clinical variables from individuals who developed immune reconstitution with or without suppression of viral replication. RESULTS Pretherapy chemokine (C-X-C motif) receptor 4-using V3 regions had significant associations with viral failure (P = 0.04). Amino acid residues in protease covaried with Gag residues, particularly in p7(NC), independent of cleavage sites. Pretherapy V3 charge combined with p6(Pol) and p2/p7(NC) cleavage site genotypes produced the best three-variable model to predict viral suppression in 88% of individuals. Combinations of baseline CD4 cell percentage with genetic determinants in Gag-protease predicted viral fitness in 100% of individuals who failed to suppress viral replication. CONCLUSION Baseline genetic determinants in Gag p6(Pol) and p2/p7(NC), as well as envelope, provide novel combinations of biomarkers for predicting emergence of viral resistance to initial therapy regimens.
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Loizidou EZ, Zeinalipour-Yazdi CD, Christofides T, Kostrikis LG. Analysis of binding parameters of HIV-1 integrase inhibitors: correlates of drug inhibition and resistance. Bioorg Med Chem 2009; 17:4806-18. [PMID: 19450984 DOI: 10.1016/j.bmc.2009.04.058] [Citation(s) in RCA: 13] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/17/2008] [Revised: 04/07/2009] [Accepted: 04/09/2009] [Indexed: 12/19/2022]
Abstract
This study undertook an exploratory data analysis of the binding parameters of HIV-1 integrase inhibitors. The study group involved inhibitors in preclinical development from the diketo acid, pyrroloquinoline and naphthyridine carboxamide families and the most advanced inhibitors Raltegravir and Elvitegravir. Distinct differences were observed in the energetics of binding between the studied classes of inhibitors that also correlated with drug resistant patterns. Quantitative-property-activity-relationships correlated experimental IC(50) values to the binding energy and the logarithm of the partition coefficient between n-octanol and water (clogP). The approach followed here serves as an improved basis for the development of 'second generation' integrase inhibitors.
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Affiliation(s)
- Eriketi Z Loizidou
- Department of Biological Sciences, University of Cyprus, Nicosia, Cyprus.
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Loizidou EZ, Kousiappa I, Zeinalipour-Yazdi CD, Van de Vijver DAMC, Kostrikis LG. Implications of HIV-1 M group polymorphisms on integrase inhibitor efficacy and resistance: genetic and structural in silico analyses. Biochemistry 2009; 48:4-6. [PMID: 19090674 DOI: 10.1021/bi8019349] [Citation(s) in RCA: 23] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
Abstract
The extensive polymorphisms among HIV-1 subtypes have been implicated in drug resistance development. Integrase inhibitors represent the latest addition to the treatment of HIV-1, and their efficacy and resistance patterns among M group strains are currently under investigation. This study analyzed the intersubtype variation within 108 integrase sequences from seven subtypes. The residues associated with catalytic activity and primary resistance to raltegravir were highly conserved among all strains. Variations were observed in residues associated with secondary resistance. Molecular modeling studies indicated a two-way binding mode of raltegravir that explains the resistance pathways and the implication of nonconservative mutations in integrase-raltegravir interactions.
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Affiliation(s)
- Eriketi Z Loizidou
- Department of Biology, University of Cyprus, 75 Kallipoleos Avenue, P.O. Box 20537, 1678 Nicosia, Cyprus
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Active-site mutations in the South african human immunodeficiency virus type 1 subtype C protease have a significant impact on clinical inhibitor binding: kinetic and thermodynamic study. J Virol 2008; 82:11476-9. [PMID: 18768960 DOI: 10.1128/jvi.00726-08] [Citation(s) in RCA: 32] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/14/2023] Open
Abstract
Human immunodeficiency virus (HIV) infections in sub-Saharan Africa represent about 56% of global infections. Study of active-site mutations (the V82A single mutation and the V82F I84V double mutation) in the less-studied South African HIV type 1 subtype C (C-SA) protease indicated that neither mutation had a significant impact on the proteolytic functioning of the protease. However, the binding affinities of, and inhibition by, saquinavir, ritonavir, indinavir, and nelfinavir were weaker for each variant than for the wild-type protease, with the double mutant exhibiting the most dramatic change. Therefore, our results show that the C-SA V82F I84V double mutation decreased the binding affinities of protease inhibitors to levels significantly lower than that required for effective inhibition.
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Effect of flap mutations on structure of HIV-1 protease and inhibition by saquinavir and darunavir. J Mol Biol 2008; 381:102-15. [PMID: 18597780 DOI: 10.1016/j.jmb.2008.05.062] [Citation(s) in RCA: 69] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2008] [Revised: 05/13/2008] [Accepted: 05/14/2008] [Indexed: 11/20/2022]
Abstract
HIV-1 (human immunodeficiency virus type 1) protease (PR) and its mutants are important antiviral drug targets. The PR flap region is critical for binding substrates or inhibitors and catalytic activity. Hence, mutations of flap residues frequently contribute to reduced susceptibility to PR inhibitors in drug-resistant HIV. Structural and kinetic analyses were used to investigate the role of flap residues Gly48, Ile50, and Ile54 in the development of drug resistance. The crystal structures of flap mutants PR(I50V) (PR with I50V mutation), PR(I54V) (PR with I54V mutation), and PR(I54M) (PR with I54M mutation) complexed with saquinavir (SQV) as well as PR(G48V) (PR with G48V mutation), PR(I54V), and PR(I54M) complexed with darunavir (DRV) were determined at resolutions of 1.05-1.40 A. The PR mutants showed changes in flap conformation, interactions with adjacent residues, inhibitor binding, and the conformation of the 80s loop relative to the wild-type PR. The PR contacts with DRV were closer in PR(G48V)-DRV than in the wild-type PR-DRV, whereas they were longer in PR(I54M)-DRV. The relative inhibition of PR(I54V) and that of PR(I54M) were similar for SQV and DRV. PR(G48V) was about twofold less susceptible to SQV than to DRV, whereas the opposite was observed for PR(I50V). The observed inhibition was in agreement with the association of G48V and I50V with clinical resistance to SQV and DRV, respectively. This analysis of structural and kinetic effects of the mutants will assist in the development of more effective inhibitors for drug-resistant HIV.
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