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Marshall HM, Ronen K, Berry C, Llano M, Sutherland H, Saenz D, Bickmore W, Poeschla E, Bushman FD. Role of PSIP1/LEDGF/p75 in lentiviral infectivity and integration targeting. PLoS One 2007; 2:e1340. [PMID: 18092005 PMCID: PMC2129110 DOI: 10.1371/journal.pone.0001340] [Citation(s) in RCA: 195] [Impact Index Per Article: 10.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2007] [Accepted: 11/26/2007] [Indexed: 12/25/2022] Open
Abstract
BACKGROUND To replicate, lentiviruses such as HIV must integrate DNA copies of their RNA genomes into host cell chromosomes. Lentiviral integration is favored in active transcription units, which allows efficient viral gene expression after integration, but the mechanisms directing integration targeting are incompletely understood. A cellular protein, PSIP1/LEDGF/p75, binds tightly to the lentiviral-encoded integrase protein (IN), and has been reported to be important for HIV infectivity and integration targeting. METHODOLOGY Here we report studies of lentiviral integration targeting in 1) human cells with intensified RNAi knockdowns of PSIP1/LEDGF/p75, and 2) murine cells with homozygous gene trap mutations in the PSIP1/LEDGF/p75 locus. Infections with vectors derived from equine infections anemia virus (EIAV) and HIV were compared. Integration acceptor sites were analyzed by DNA bar coding and pyrosequencing. CONCLUSIONS/SIGNIFICANCE In both PSIP1/LEDGF/p75-depleted cell lines, reductions were seen in lentiviral infectivity compared to controls. For the human cells, integration was reduced in transcription units in the knockdowns, and this reduction was greater than in our previous studies of human cells less completely depleted for PSIP1/LEDGF/p75. For the homozygous mutant mouse cells, similar reductions in integration in transcription units were seen, paralleling a previous study of a different mutant mouse line. Integration did not become random, however-integration in transcription units in both cell types was still favored, though to a reduced degree. New trends also appeared, including favored integration near CpG islands. In addition, we carried out a bioinformatic study of 15 HIV integration site data sets in different cell types, which showed that the frequency of integration in transcription units was correlated with the cell-type specific levels of PSIP1/LEDGF/p75 expression.
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Affiliation(s)
- Heather M. Marshall
- Department of Microbiology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Keshet Ronen
- Department of Microbiology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, United States of America
| | - Charles Berry
- Department of Family, Preventive Medicine, San Diego School of Medicine, University of California at San Diego, San Diego, California, United States of America
| | - Manuel Llano
- Molecular Medicine Program, Mayo Clinic College of Medicine, Rochester, Minnesota, United States of America
| | - Heidi Sutherland
- Medical Research Council (MRC) Human Genetics Unit, Edinburgh, United Kingdom
| | - Dyana Saenz
- Department of Family, Preventive Medicine, San Diego School of Medicine, University of California at San Diego, San Diego, California, United States of America
| | - Wendy Bickmore
- Medical Research Council (MRC) Human Genetics Unit, Edinburgh, United Kingdom
| | - Eric Poeschla
- Molecular Medicine Program, Mayo Clinic College of Medicine, Rochester, Minnesota, United States of America
| | - Frederic D. Bushman
- Department of Microbiology, University of Pennsylvania School of Medicine, Philadelphia, Pennsylvania, United States of America
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52
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Abstract
Retroviral replication hinges on the formation of the provirus, the integrated product of the linear DNA that is made during reverse transcription. Integration is catalyzed by the viral recombinase integrase, yet a number of studies indicate that other viral or cellular proteins play important cofactor roles during HIV-1 integration. Some of these factors bind directly to integrase, whereas others gain access to the integration machinery by binding to the DNA or other viral proteins. This article reviews recent advances on the roles of cellular proteins in HIV-1 integration. As a number of studies have highlighted a particularly important role for the integrase interactor lens epithelium-derived growth factor (LEDGF), much of the focus will be on its mechanism of action and the potential to develop inhibitors of this crucial virus–host interaction.
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Affiliation(s)
- Alan Engelman
- Department of Cancer Immunology and AIDS, Dana-Farber Cancer Institute and Division of AIDS, Harvard Medical School, Boston, MA 02115, USA
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53
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Abstract
The majority of current anti-HIV drugs target the viral reverse transcriptase or protease enzymes. However, enfuvirtide and maraviroc are drugs that have been US FDA approved recently and which function by inhibiting virus cell binding and entry which normally occurs through the interaction of the viral envelope protein with its cellular coreceptor. As HIV-1 utilizes many cellular cofactors during its replication cycle, there are a number of other protein–protein interactions that can serve as targets for anti-HIV drug development. In this review article we discuss the general method used to identify anti-HIV drugs that function through targeting protein–protein interactions. We also discuss the currently known cellular cofactors that may serve as targets in future drugs screens.
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Affiliation(s)
- Andrew P Rice
- Baylor College of Medicine, Department of Molecular Virology & Microbiology, Houston, TX 77030, USA
| | - Richard E Sutton
- Baylor College of Medicine, Department of Molecular Virology & Microbiology, Houston, TX 77030, USA
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54
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Deng J, Sanchez T, Al-Mawsawi LQ, Dayam R, Yunes RA, Garofalo A, Bolger MB, Neamati N. Discovery of structurally diverse HIV-1 integrase inhibitors based on a chalcone pharmacophore. Bioorg Med Chem 2007; 15:4985-5002. [PMID: 17502148 DOI: 10.1016/j.bmc.2007.04.041] [Citation(s) in RCA: 103] [Impact Index Per Article: 5.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2007] [Revised: 02/18/2007] [Accepted: 04/15/2007] [Indexed: 11/28/2022]
Abstract
Recently, we reported small-molecule chalcones as a novel class of HIV-1 integrase (IN) inhibitors. The most potent compound showed an IC50 value of 2 microM for both IN-mediated 3'-processing and strand transfer reactions. To further utilize the chalcones, we developed pharmacophore models to identify chemical signatures important for biological activity. The derived models were validated with a collection of published inhibitors, and then were applied to screen a subset of our small molecule database. We tested 71 compounds in an in vitro assay specific for IN enzymatic activity. Forty-four compounds showed inhibitory potency<100 microM, and four of them exhibited IC50 values<10 microM. One compound, 62, with an IC50 value of 0.6 microM, displayed better potency than the original chalcone 2 against the strand transfer process. This study demonstrates the systematic use of pharmacophore technologies to discover novel structurally diverse inhibitors based on lead molecules that would exhibit poor characteristics in vivo. The identified compounds have the potential to exhibit favorable pharmacokinetic and pharmacodynamic profiles.
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Affiliation(s)
- Jinxia Deng
- Department of Pharmacology and Pharmaceutical Sciences, University of Southern California, School of Pharmacy, 1985 Zonal Avenue, Los Angeles, CA 90089, USA
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55
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Saíz-Urra L, González MP, Fall Y, Gómez G. Quantitative structure–activity relationship studies of HIV-1 integrase inhibition. 1. GETAWAY descriptors. Eur J Med Chem 2007; 42:64-70. [PMID: 17030481 DOI: 10.1016/j.ejmech.2006.08.005] [Citation(s) in RCA: 40] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/20/2006] [Revised: 08/11/2006] [Accepted: 08/14/2006] [Indexed: 11/21/2022]
Abstract
The GEometry, Topology, and Atom-Weights AssemblY (GETAWAY) approach has been applied to the study of the HIV-1 integrase inhibition of 172 compounds that belong to 11 different chemistry families. A model able to describe more than 68.5% of the variance in the experimental activity was developed with the use of the mentioned approach. In contrast, none of the five different approaches, including the use of Randić Molecular Profiles, Geometrical, RDF, 3D-MORSE and WHIM descriptors was able to explain more than 62.4% of the variance in the mentioned property with the same number of variables in the equation. Finally, after extracting five compounds considered by us as outliers the model was able to describe more than 72.5% of the variance in the experimental activity.
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Affiliation(s)
- Liane Saíz-Urra
- Chemical Bioactive Center, Central University of Las Villas, Santa Clara, Villa Clara, CP 54830, Cuba
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56
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Savarino A. A historical sketch of the discovery and development of HIV-1 integrase inhibitors. Expert Opin Investig Drugs 2006; 15:1507-22. [PMID: 17107277 DOI: 10.1517/13543784.15.12.1507] [Citation(s) in RCA: 86] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
The long process of HIV-1 integrase inhibitor discovery and development can be attributed to both the complexity of HIV-1 integration and poor 'integration' of these researches into mainstream investigations on antiretroviral therapy in the mid-1990s. Of note, some fungal extracts investigated during this period contain the beta-hydroxyketo group, later recognised to be a key structural requirement for keto-enol acids (also referred to as diketo acids) and other integrase inhibitors. This review reconstructs (in the general context of the history of AIDS research) the principal steps that led to the integrase inhibitors currently in clinical trials, and discusses possible future directions.
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Affiliation(s)
- Andrea Savarino
- Department of Infectious, Parasitic and Immune-mediated Diseases, Istituto Superiore di Sanità Viale Regina Elena, 299. 00161- Rome, Italy.
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57
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Soskine M, Mark S, Tayer N, Mizrachi R, Schuldiner S. On Parallel and Antiparallel Topology of a Homodimeric Multidrug Transporter. J Biol Chem 2006; 281:36205-12. [PMID: 17003034 DOI: 10.1074/jbc.m607186200] [Citation(s) in RCA: 39] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
The recently suggested antiparallel topology of EmrE has intriguing implications for many aspects of the biology of ion-coupled transporters. However, it is at odds with biochemical data that demonstrated the same topology for all protomers in the intact cell and with extensive cross-linking studies. To examine this apparent contradiction we chemically cross-linked dimers with a rigid bifunctional maleimide using Cys replacements at positions not permissible by an antiparallel topology. A purified cross-linked dimer binds substrate and transports it in proteoliposomes with kinetic constants similar to those of the non-cross-linked dimer. The cross-linked dimers do not interact with non-cross-linked dimers as judged from the fact that inactive mutants do not affect their activity (negative dominance). The results support the contention that EmrE with parallel topology is fully functional. We show that the detergents used in crystallization increase the fraction of monomers in solution. We suggest that the antiparallel orientation observed is a result of the arrangement of the monomers in the crystal. Functionality of EmrE with the suggested antiparallel orientation of the monomers remains to be characterized.
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Affiliation(s)
- Misha Soskine
- Alexander A. Silberman Institute of Life Sciences, Hebrew University of Jerusalem, 91904 Jerusalem, Israel
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58
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Al-Mawsawi LQ, Fikkert V, Dayam R, Witvrouw M, Burke TR, Borchers CH, Neamati N. Discovery of a small-molecule HIV-1 integrase inhibitor-binding site. Proc Natl Acad Sci U S A 2006; 103:10080-5. [PMID: 16785440 PMCID: PMC1502509 DOI: 10.1073/pnas.0511254103] [Citation(s) in RCA: 78] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Herein, we report the identification of a unique HIV-1 integrase (IN) inhibitor-binding site using photoaffinity labeling and mass spectrometric analysis. We chemically incorporated a photo-activatable benzophenone moiety into a series of coumarin-containing IN inhibitors. A representative of this series was covalently photo-crosslinked with the IN core domain and subjected to HPLC purification. Fractions were subsequently analyzed by using MALDI-MS and electrospray ionization (ESI)-MS to identify photo-crosslinked products. In this fashion, a single binding site for an inhibitor located within the tryptic peptide (128)AACWWAGIK(136) was identified. Site-directed mutagenesis followed by in vitro inhibition assays resulted in the identification of two specific amino acid residues, C130 and W132, in which substitutions resulted in a marked resistance to the IN inhibitors. Docking studies suggested a specific disruption in functional oligomeric IN complex formation. The combined approach of photo-affinity labeling/MS analysis with site-directed mutagenesis/molecular modeling is a powerful approach for elucidating inhibitor-binding sites of proteins at the atomic level. This approach is especially important for the study of proteins that are not amenable to traditional x-ray crystallography and NMR techniques. This type of structural information can help illuminate processes of inhibitor resistance and thereby facilitate the design of more potent second-generation inhibitors.
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Affiliation(s)
- Laith Q. Al-Mawsawi
- *Department of Pharmaceutical Sciences, School of Pharmacy, University of Southern California, Los Angeles, CA 90089
| | - Valery Fikkert
- *Department of Pharmaceutical Sciences, School of Pharmacy, University of Southern California, Los Angeles, CA 90089
| | - Raveendra Dayam
- *Department of Pharmaceutical Sciences, School of Pharmacy, University of Southern California, Los Angeles, CA 90089
| | - Myriam Witvrouw
- Division of Molecular Medicine, Katholieke Universiteit Leuven and Interdisciplinary Research Center, Katholieke Universiteit Leuven–Campus Kortrijk, Kapucijnenvoer 33, B-3000 Leuven, Flanders, Belgium
| | - Terrence R. Burke
- Laboratory of Medicinal Chemistry, Center for Cancer Research, National Institutes of Health, Frederick, MD 21702; and
| | - Christoph H. Borchers
- Department of Biochemistry and Biophysics, University of North Carolina, Chapel Hill, NC 27599
- To whom correspondence may be addressed. E-mail:
or
| | - Nouri Neamati
- *Department of Pharmaceutical Sciences, School of Pharmacy, University of Southern California, Los Angeles, CA 90089
- To whom correspondence may be addressed. E-mail:
or
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59
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Cherepanov P, Ambrosio ALB, Rahman S, Ellenberger T, Engelman A. Structural basis for the recognition between HIV-1 integrase and transcriptional coactivator p75. Proc Natl Acad Sci U S A 2005; 102:17308-13. [PMID: 16260736 PMCID: PMC1297672 DOI: 10.1073/pnas.0506924102] [Citation(s) in RCA: 335] [Impact Index Per Article: 16.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2005] [Indexed: 12/17/2022] Open
Abstract
Integrase (IN) is an essential retroviral enzyme, and human transcriptional coactivator p75, which is also referred to as lens epithelium-derived growth factor (LEDGF), is the dominant cellular binding partner of HIV-1 IN. Here, we report the crystal structure of the dimeric catalytic core domain of HIV-1 IN complexed to the IN-binding domain of LEDGF. Previously identified LEDGF hotspot residues anchor the protein to both monomers at the IN dimer interface. The principal structural features of IN that are recognized by the host factor are the backbone conformation of residues 168-171 from one monomer and a hydrophobic patch that is primarily comprised of alpha-helices 1 and 3 of the second IN monomer. Inspection of diverse retroviral primary and secondary sequence elements helps to explain the apparent lentiviral tropism of the LEDGF-IN interaction. Because the lethal phenotypes of HIV-1 mutant viruses unable to interact with LEDGF indicate that IN function is highly sensitive to perturbations of the structure around the LEDGF-binding site, we propose that small molecule inhibitors of the protein-protein interaction might similarly disrupt HIV-1 replication.
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Affiliation(s)
- Peter Cherepanov
- Department of Cancer Immunology and AIDS, Dana-Farber Cancer Institute, Boston, MA 02115, USA.
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60
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Yuan H, Parrill A. Cluster analysis and three-dimensional QSAR studies of HIV-1 integrase inhibitors. J Mol Graph Model 2005; 23:317-28. [PMID: 15670952 DOI: 10.1016/j.jmgm.2004.10.003] [Citation(s) in RCA: 15] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2003] [Revised: 10/14/2004] [Accepted: 10/14/2004] [Indexed: 11/15/2022]
Abstract
Three-dimensional quantitative structure-activity relationship (3D QSAR) and cluster analysis were applied to a variety of HIV-1 integrase inhibitors. One structure was chosen from each of 11 classes of inhibitors to represent the whole class in descriptor-based cluster analysis. The 11 classes of inhibitors were classified into two groups. The molecular field analysis (MFA) models for these two clusters had r2 values of 0.90 and 0.95 and q2 values of 0.85 and 0.91 that were noticeably enhanced from those of conventional QSAR models. The five test compounds, which were proposed to have a common binding site near the metal in HIV-1 integrase based on docking studies by Sotriffer et al., were utilized to compare the predictive capability of MFA and conventional QSAR models. Among these five compounds, only L-chicoric acid belongs to cluster 1 and the other four belong to cluster 2. MFA models give better overall predictions and more importantly the activity of these test compounds is better predicted by the MFA model derived from the cluster each test compound belongs to. The necessity of dividing the inhibitors into two groups to obtain predictive QSAR models supports the likelihood of two separate binding sites.
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Affiliation(s)
- Hongbin Yuan
- Chemistry Department, The University of Memphis, Memphis, TN 38152, USA
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61
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Di Paolo ML, Lunelli M, Scarpa M, Rigo A. Phosphonium compounds as new and specific inhibitors of bovine serum amine oxidase. Biochem J 2005; 384:551-8. [PMID: 15320876 PMCID: PMC1134140 DOI: 10.1042/bj20031883] [Citation(s) in RCA: 10] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
TPP+ (tetraphenylphosphonium ion) and its analogues were found to act as powerful competitive inhibitors of BSAO (bovine serum amine oxidase). The binding of this new class of inhibitors to BSAO was characterized by kinetic measurements. TPP+ can bind to the BSAO active site by hydrophobic and by coulombian interactions. The binding probably occurs in the region of the 'cation-binding site'[Di Paolo, Scarpa, Corazza, Stevanato and Rigo (2002) Biophys. J. 83, 2231-2239]. Under physiological conditions, the association constant of TPP+ for this site is higher than 10(6) M(-1), the change of enthalpy being the main free-energy term controlling binding. Analysis of the relationships between substrate structure and extent of inhibition by TPP+ reveals some new molecular features of the BSAO active site.
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Affiliation(s)
- Maria Luisa Di Paolo
- Dipartimento di Chimica Biologica, Università di Padova, Via G. Colombo 3, 35121 Padova, Italy.
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62
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Williams KL, Zhang Y, Shkriabai N, Karki RG, Nicklaus MC, Kotrikadze N, Hess S, Le Grice SFJ, Craigie R, Pathak VK, Kvaratskhelia M. Mass spectrometric analysis of the HIV-1 integrase-pyridoxal 5'-phosphate complex reveals a new binding site for a nucleotide inhibitor. J Biol Chem 2004; 280:7949-55. [PMID: 15615720 DOI: 10.1074/jbc.m413579200] [Citation(s) in RCA: 22] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022] Open
Abstract
HIV-1 integrase (IN) is an important target for designing new antiviral therapies. Screening of potential inhibitors using recombinant IN-based assays has revealed a number of promising leads including nucleotide analogs such as pyridoxal 5'-phosphate (PLP). Certain PLP derivatives were shown to also exhibit antiviral activities in cell-based assays. To identify an inhibitory binding site of PLP to IN, we used the intrinsic chemical property of this compound to form a Schiff base with a primary amine in the protein at the nucleotide binding site. The amino acid affected was then revealed by mass spectrometric analysis of the proteolytic peptide fragments of IN. We found that an IC(50) concentration (15 mum) of PLP modified a single IN residue, Lys(244), located in the C-terminal domain. In fact, we observed a correlation between interaction of PLP with Lys(244) and the compound's ability to impair formation of the IN.DNA complex. Site-directed mutagenesis studies confirmed an essential role of Lys(244) for catalytic activities of recombinant IN and viral replication. Molecular modeling revealed that Lys(244) together with several other DNA binding residues provides a plausible pocket for a nucleotide inhibitor-binding site. To our knowledge, this is the first report indicating that a small molecule inhibitor can impair IN activity through its binding to the protein C terminus. At the same time, our findings highlight the importance of structural analysis of the full-length protein.
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Affiliation(s)
- Kerry L Williams
- Ohio State University Health Sciences Center, College of Pharmacy, Center for Retrovirus Research and Comprehensive Cancer Center, Columbus, Ohio 43210, USA
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63
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Snásel J, Krejcík Z, Jencová V, Rosenberg I, Ruml T, Alexandratos J, Gustchina A, Pichová I. Integrase of Mason-Pfizer monkey virus. FEBS J 2004; 272:203-16. [PMID: 15634344 DOI: 10.1111/j.1432-1033.2004.04386.x] [Citation(s) in RCA: 12] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/29/2022]
Abstract
The gene encoding an integrase of Mason-Pfizer monkey virus (M-PMV) is located at the 3'-end of the pol open reading frame. The M-PMV integrase has not been previously isolated and characterized. We have now cloned, expressed, isolated, and characterized M-PMV integrase and compared its activities and primary structure with those of HIV-1 and other retroviral integrases. M-PMV integrase prefers untranslated 3'-region-derived long-terminal repeat sequences in both the 3'-processing and the strand transfer activity assays. While the 3'-processing reaction catalyzed by M-PMV integrase was significantly increased in the presence of Mn(2+) and Co(2+) and was readily detectable in the presence of Mg(2+) and Ni(2+) cations, the strand transfer activity was strictly dependent only on Mn(2+). M-PMV integrase displays more relaxed substrate specificity than HIV-1 integrase, catalyzing the cleavage and the strand transfer of M-PMV and HIV-1 long-terminal repeat-derived substrates with similar efficiency. The structure-based sequence alignment of M-PMV, HIV-1, SIV, and ASV integrases predicted critical amino acids and motifs of M-PMV integrase for metal binding, interaction with nucleic acids, dimerization, protein structure maintenance and function, as well as for binding of human immunodeficiency virus type 1 and Rous avian sarcoma virus integrase inhibitors 5-CI-TEP, DHPTPB and Y-3.
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Affiliation(s)
- Jan Snásel
- Institute of Organic Chemistry and Biochemistry, Academy of Sciences of the Czech Republic, Prague, Czech Republic
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64
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Shkriabai N, Patil SS, Hess S, Budihas SR, Craigie R, Burke TR, Le Grice SFJ, Kvaratskhelia M. Identification of an inhibitor-binding site to HIV-1 integrase with affinity acetylation and mass spectrometry. Proc Natl Acad Sci U S A 2004; 101:6894-9. [PMID: 15118107 PMCID: PMC406438 DOI: 10.1073/pnas.0400873101] [Citation(s) in RCA: 35] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
We report a methodology that combines affinity acetylation with MS analysis for accurate mapping of an inhibitor-binding site to a target protein. For this purpose, we used a known HIV-1 integrase inhibitor containing aryl di-O-acetyl groups (Acetylated-Inhibitor). In addition, we designed a control compound (Acetylated-Control) that also contained an aryl di-O-acetyl group but did not inhibit HIV-1 integrase. Examination of the reactivity of these compounds with a model peptide library, which collectively contained all 20 natural amino acids, revealed that aryl di-O-acetyl compounds effectively acetylate Cys, Lys, and Tyr residues. Acetylated-Inhibitor and Acetylated-Control exhibited comparable chemical reactivity with respect to these small peptides. However, these two compounds differed markedly in their interactions with HIV-1 integrase. In particular, Acetylated-Inhibitor specifically acetylated K173 at its inhibitory concentration (3 microM) whereas this site remained unrecognized by Acetylated-Control. Our data enabled creation of a detailed model for the integrase:Acetylated-Inhibitor complex, which indicated that the inhibitor selectively binds at an architecturally critical region of the protein. The methodology reported herein has a generic application for systems involving a variety of ligand-protein interactions.
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Affiliation(s)
- Nick Shkriabai
- Ohio State University Health Sciences Center, College of Pharmacy, Center for Retrovirus Research and Comprehensive Cancer Center, Columbus, OH 43210, USA
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65
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De Luca L, Pedretti A, Vistoli G, Barreca ML, Villa L, Monforte P, Chimirri A. Analysis of the full-length integrase-DNA complex by a modified approach for DNA docking. Biochem Biophys Res Commun 2003; 310:1083-8. [PMID: 14559226 DOI: 10.1016/j.bbrc.2003.09.120] [Citation(s) in RCA: 45] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/19/2022]
Abstract
A model of the full-length HIV-1 integrase dimer was constructed assembling the experimentally determined structures of the single domains. Subsequently, the three-domain protein-viral DNA complex was generated for the first time through an automated docking algorithm, obtained modifying the ESCHER program, a well-known method for protein-protein docking. A detailed study of the contacts established with DNA by the enzyme revealed that the predicted model reproduced the results of mutagenesis and cross-linking experiments, confirming the validity of our docking approach in predicting the base specificity in the DNA-protein interaction.
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Affiliation(s)
- Laura De Luca
- Dipartimento Farmaco-Chimico, Università di Messina,Viale Annunziata, I-98168 Messina, Italy
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66
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Barreca ML, Lee KW, Chimirri A, Briggs JM. Molecular dynamics studies of the wild-type and double mutant HIV-1 integrase complexed with the 5CITEP inhibitor: mechanism for inhibition and drug resistance. Biophys J 2003; 84:1450-63. [PMID: 12609852 PMCID: PMC1302719 DOI: 10.1016/s0006-3495(03)74958-3] [Citation(s) in RCA: 63] [Impact Index Per Article: 2.9] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/25/2022] Open
Abstract
The human immunodeficiency virus type 1 (HIV-1) integrase (IN) is an essential enzyme in the life cycle of the virus and is an attractive target for the development of new drugs useful in acquired immunodeficiency syndrome multidrug therapy. Starting from the crystal structure of the 5CITEP inhibitor bound to the active site in the catalytic domain of the HIV-1 IN, two different molecular dynamics simulations in water have been carried out. In the first simulation the wild-type IN was used, whereas in the second one the double mutation T66I/M154I, described to lead to drug resistance, was introduced in the protein. Compelling differences have been observed in these two structures during analyses of the molecular dynamics trajectories, particularly in the inhibitor binding modes and in the conformational flexibility of the loop (residues 138-149) located near the three catalytic residues in the active site (Asp(64), Asp(116), Glu(152)). Because the conformational flexibility of this region is important for efficient biological activity and its behavior is quite different in the two models, we suggest a hypothetical mechanism for the inhibition and drug resistance of HIV-1 IN. These results can be useful for the rational design of more potent and selective integrase inhibitors and may allow for the design of inhibitors that will be more robust against known resistance mutations.
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67
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Abstract
Compounds from a wide variety of structural classes inhibit HIV-1 integrase. However, a single unified understanding of the relationship between the structures and activities of these compounds still eludes researchers. We report herein the development of QSAR models for integrase inhibition. The genetic function approximation (GFA) was utilized to select descriptors for the development of the QSAR models. The best QSAR model derived for the complete set of 11 structural classes had a correlation coefficient (r(2)) of only 0.54 and a cross-validated correlation coefficient (q(2)) of only 0.42. This indicated that the compounds studied may differ in the exact relationship between structure and inhibition, perhaps through interactions with different subsets of amino acids in the binding pocket, or through the presence of non-overlapping binding pockets. Descriptor-based cluster analysis indicated that the 11 structural classes of integrase inhibitors studied belonged to two clusters, one consisting of five structural classes, and the other six. QSAR models for these two clusters had r(2) values of 0.79 and 0.82 and q(2) values of 0.71 and 0.74, a significant improvement over models obtained for the complete set of compounds. The two models were applied to predict the activities of compounds from the same structural classes as those used to build the models, giving r(2) values of 0.65 and 0.78. The models were also used to predict the activities of compounds shown in crystallographic or docking studies to interact near the active site metal ion. The model describing the larger cluster of structural classes was better able to reproduce the biological activities of these five structures with an average percent residual error of 7.9 compared with the 19.3% residual error for predictions from the other model. This indicated that the six structural classes comprising the larger cluster may bind near the metal ion in a fashion similar to that observed in one publicly available co-crystal structure of an inhibitor bound to HIV-1 integrase. Flexible alignment of inhibitors in the two clusters found different pharmacophores that are consistent with previously published pharmacophores developed on the basis of individual structural classes that have produced novel inhibitory compounds. Thus we expect that these two QSAR models can be used in the search for novel HIV-1 integrase inhibitors as well as to provide insight into the binding modes of such diverse chemical compounds.
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Affiliation(s)
- Hongbin Yuan
- Department of Chemistry, University of Memphis, Memphis, TN 38152, USA
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