scholarly journals Accurate Prediction of Inhibitor Binding to HIV-1 Protease Using CANDOCK

2022 ◽  
Vol 9 ◽  
Author(s):  
Zackary Falls ◽  
Jonathan Fine ◽  
Gaurav Chopra ◽  
Ram Samudrala
Keyword(s):  
Molecular Docking ◽  
Characteristic Curve ◽  
Scoring Function ◽  
Hiv Protease ◽  
Binding Affinities ◽  
Knowledge Based ◽  
Pearson Coefficient ◽  
Docking Protocol ◽  
Immunodeficiency Virus ◽  
Hiv 1

The human immunodeficiency virus 1 (HIV-1) protease is an important target for treating HIV infection. Our goal was to benchmark a novel molecular docking protocol and determine its effectiveness as a therapeutic repurposing tool by predicting inhibitor potency to this target. To accomplish this, we predicted the relative binding scores of various inhibitors of the protease using CANDOCK, a hierarchical fragment-based docking protocol with a knowledge-based scoring function. We first used a set of 30 HIV-1 protease complexes as an initial benchmark to optimize the parameters for CANDOCK. We then compared the results from CANDOCK to two other popular molecular docking protocols Autodock Vina and Smina. Our results showed that CANDOCK is superior to both of these protocols in terms of correlating predicted binding scores to experimental binding affinities with a Pearson coefficient of 0.62 compared to 0.48 and 0.49 for Vina and Smina, respectively. We further leveraged the Database of Useful Decoys: Enhanced (DUD-E) HIV protease set to ascertain the effectiveness of each protocol in discriminating active versus decoy ligands for proteases. CANDOCK again displayed better efficacy over the other commonly used molecular docking protocols with area under the receiver operating characteristic curve (AUROC) of 0.94 compared to 0.71 and 0.74 for Vina and Smina. These findings support the utility of CANDOCK to help discover novel therapeutics that effectively inhibit HIV-1 and possibly other retroviral proteases.

scholarly journals Molecular Basis for Increased Susceptibility of Isolates with Atazanavir Resistance-Conferring Substitution I50L to Other Protease Inhibitors

2005 ◽  
Vol 49 (9) ◽  
pp. 3825-3832 ◽  
Author(s):  
Joseph Yanchunas ◽  
David R. Langley ◽  
Li Tao ◽  
Ronald E. Rose ◽  
Jacques Friborg ◽  
...  
Keyword(s):  
Protease Inhibitor ◽  
Protease Inhibitors ◽  
Hiv Protease ◽  
Cross Resistance ◽  
Titration Calorimetry ◽  
Binding Affinities ◽  
The Novel ◽  
Immunodeficiency Virus ◽  
Effective Drugs ◽  
Hiv 1

ABSTRACT Protease inhibitors (PIs) are highly effective drugs against the human immunodeficiency virus (HIV), yet long-term therapeutic use is limited by emergence of HIV type 1 (HIV-1) protease substitutions that confer cross-resistance to multiple protease inhibitor drugs. Atazanavir is a highly potent HIV protease inhibitor with a distinct resistance profile that includes effectiveness against most HIV-1 isolates resistant to one or two PIs. The signature resistance substitution for atazanavir is I50L, and it is frequently (53%) accompanied by a compensatory A71V substitution that helps restore viability and increases atazanavir resistance levels. We measured the binding affinities of wild-type (WT) and I50L/A71V HIV-1 proteases to atazanavir and other currently approved PIs (ritonavir, lopinavir, saquinavir, nelfinavir, indinavir, and amprenavir) by isothermal titration calorimetry. Remarkably, we find that all of the PIs have 2- to 10-fold increased affinities for I50L/A71V protease, except for atazanavir. The results are also manifested by thermal stability measures of affinity for WT and I50L/A71V proteases. Additional biophysical and enzyme kinetics experiments show I50L/A71V protease is a stable enzyme with catalytic activity that is slightly reduced (34%) relative to the WT. Computational modeling reveals that the unique resistance phenotype of I50L/A71V protease likely originates from bulky tert-butyl groups at P2 and P2′ (specific to atazanavir) that sterically clash with methyl groups on residue L50. The results of this study provide a molecular understanding of the novel hypersusceptibility of atazanavir-resistant I50L/A71V-containing clinical isolates to other currently approved PIs.

scholarly journals Human immunodeficiency virus type 1 (HIV-1) protease inhibitors block cell-to-cell HIV-1 endocytosis in dendritic cells

2009 ◽  
Vol 90 (11) ◽  
pp. 2777-2787 ◽  
Author(s):  
Claudia Muratori ◽  
Eliana Ruggiero ◽  
Antonella Sistigu ◽  
Roberta Bona ◽  
Maurizio Federico
Keyword(s):  
Human Immunodeficiency Virus ◽  
Dendritic Cells ◽  
Protease Inhibitors ◽  
Human Immunodeficiency Virus Type ◽  
Virus Type ◽  
Hiv Protease ◽  
Donor Cells ◽  
Immunodeficiency Virus ◽  
Hiv 1

Sexual transmission is now the most frequent means of diffusion of human immunodeficiency virus type 1 (HIV-1). Even if the underlying mechanism is still largely unknown, there is a consensus regarding the key role played by mucosal dendritic cells (DCs) in capturing HIV through contact with infected subepithelial lymphocytes, and their capacity to spread HIV by trans-infection. We found that HIV protease inhibitors (PIs) reduced virion endocytosis strongly in monocyte-derived immature (i) DCs contacting HIV-1-infected cells, and that this phenomenon led to dramatically impaired trans-infection activity. This inhibitory effect was not mediated by the block of viral protease activity, as it was also operative when donor cells were infected with a PI-resistant HIV-1 strain. The block of virus maturation imposed by PIs did not correlate with significant variations in the levels of virus expression in donor cells or of Gag/Env virion incorporation. Also, PIs did not affect the endocytosis activity of DCs. In contrast, we noticed that PI treatment inhibited the formation of cell–cell conjugates whilst reducing the expression of ICAM-1 in target iDCs. Our results contribute to a better delineation of the mechanisms underlying HIV-1 trans-infection activity in DCs, whilst having implications for the development of new anti-HIV microbicide strategies.

scholarly journals Antiviral and resistance studies of AG1343, an orally bioavailable inhibitor of human immunodeficiency virus protease.

1996 ◽  
Vol 40 (2) ◽  
pp. 292-297 ◽  
Author(s):  
A K Patick ◽  
H Mo ◽  
M Markowitz ◽  
K Appelt ◽  
B Wu ◽  
...  
Keyword(s):  
Human Immunodeficiency Virus ◽  
Methanesulfonic Acid ◽  
Serial Passage ◽  
Proteolytic Processing ◽  
Hiv Protease ◽  
Structure Based Drug Design ◽  
Recombinant Viruses ◽  
Immunodeficiency Virus ◽  
Orally Bioavailable ◽  
Hiv 1

AG1343 ([3S-(3R*,4aR*,8aR*,2'S*,3'S*)]-2-[2' hydroxy-3'-phenylthiomethyl-4'-aza-5'-oxo-5'-(2''-methyl-3''-hydro xy-phenyl) pentyl]-decahydroiso-quinoline-3-N-t-butylcarboxamide methanesulfonic acid) is a selective, nonpeptidic inhibitor of human immunodeficiency virus (HIV) protease (Ki = 2 nM) that was discovered by protein structure-based drug design methodologies. AG1343 was effective against the replication of several laboratory and clinical HIV type 1 (HIV-1) or HIV-2 isolates including pyridinone- and zidovudine-resistant strains, with 50% effective concentrations ranging from 9 to 60 nM. In reversibility studies, inhibition of gag (p55) proteolytic processing in HIV-1 particles from cells treated with AG1343 was maintained for up to 36 h after drug removal. The ability of virus to develop resistance to AG1343 was studied by serial passage of HIV-1 NL4.3 in the presence of increasing concentrations of drug. After 28 passages, a variant with a 30-fold reduction in susceptibility to AG1343 was isolated. Molecular analysis of the protease from this variant indicated a double change from a Met to Ile at residue 46 and an Ile to Val or Ala at residue 84 (M46I+I84V, A). Consistent with these findings, reductions in susceptibility were observed for recombinant viruses constructed to contain the single I84V change or the double M46I+I84V substitutions. Resistance, however, was not detected for recombinant viruses containing other key mutations in HIV-1 protease, including a Val to Ile change at residue 32 or a Val to Ala or Phe at residue 82. The potent anti-HIV activity of AG1343 against several isolates suggests that AG1343 should perform well during ongoing human phase II clinical trials.

scholarly journals PHYTOCHEMICAL TO INTERACT WITH NLS BINDING SITE ON IMA3 TO INHIBIT IMPORTIN Α/Β1 MEDIATED NUCLEAR IMPORT OF SARS-COV-2 CARGO

2020 ◽  
pp. 30-35
Author(s):  
BHARATH B. R. ◽  
HRISHIKESH DAMLE ◽  
SHIBAN GANJU ◽  
LATHA DAMLE
Keyword(s):  
Molecular Docking ◽  
Binding Energy ◽  
Binding Site ◽  
Broad Spectrum ◽  
Nuclear Import ◽  
Docking Studies ◽  
Immunodeficiency Virus ◽  
Importin Α ◽  
Hiv 1 ◽  
Integrase Protein

Objective: Ivermectin is an FDA-approved, broad-spectrum anti-parasitic agent. It was originally identified as an inhibitor of interaction between the human 29 immunodeficiency virus-1 (HIV-1) integrase protein (IN) and the Importin (IMP) α/β1 30 heterodimers, which are responsible for IN nuclear import. Recent studies demonstrate that ivermectin is worthy of further consideration as a possible SARS-CoV-2 antiviral. Methods: We built the pathogen-host interactome and analyzed it using PHISTO. We compared Ivermectin and plant molecules for their interaction with Importin α3 (IMA3) using molecular docking studies. Results: A phytochemical ATRI001 with the lowest binding energy-7.290 Kcal/mol was found to be superior to Ivermectin with binding energy-4.946 Kcal/mol. Conclusion: ATRI001 may be a potential anti-SARS-CoV-2 agent; however, it requires clinical evaluation.

An analysis of the delay-dependent HIV-1 protease inhibitor model

2018 ◽  
Vol 11 (03) ◽  
pp. 1850031
Author(s):  
M. Divya ◽  
M. Pitchaimani
Keyword(s):  
Human Immunodeficiency Virus ◽  
Sensitivity Analysis ◽  
Stability Analysis ◽  
Protease Inhibitor ◽  
Numerical Simulations ◽  
Humoral Immunity ◽  
Hiv Protease ◽  
Immunodeficiency Virus ◽  
Delay Dependent ◽  
Hiv 1

In this paper, we have studied about the sensitivity analysis of the human immunodeficiency virus (HIV) protease inhibitor (PI) model and estimated the length of the delay. We have fabricated an HIV PI model accompanied with humoral immunity. Stability analysis of the constructed model about its steady states has been deliberated. We have evaluated some numerical simulations for PI model with humoral immunity by using the existing patient data.

scholarly journals Potent and Selective Inhibitors of Human Immunodeficiency Virus Protease Structurally Related to L-694,746

1998 ◽  
Vol 9 (4) ◽  
pp. 21-27
Author(s):  
P Franchetti ◽  
P Perlini ◽  
G Abu Sheikha ◽  
L Cappellacci ◽  
M Grifantini ◽  
...  
Keyword(s):  
Human Immunodeficiency Virus ◽  
Cytopathic Effect ◽  
Selectivity Index ◽  
Hiv Protease ◽  
Enzyme Assays ◽  
Hiv Protease Inhibitors ◽  
Human Immunodeficiency Virus Protease ◽  
Immunodeficiency Virus ◽  
Anti Hiv ◽  
Hiv 1

A series of human immunodeficiency virus (HIV) protease inhibitors, which are analogues of N-[2( R)-hydroxy-1( S)-indanyl]-5( S)-[( tert-butyloxycarbonyl)amino]-4( S)-hydroxy-6-phenyl-2-( R)-[[4-(carboxymethoxy)phenyl]methyl]hexanamide (L-694,746), a metabolite of the anti-HIV agent L-689,502, were synthesized. In these compounds, the acetic group linked to the para position of the P1′ phenyl in the reference inhibitor was replaced either by the bioisosteric phosphonomethoxy group and its diisopropyl/dibenzyl derivatives, or the 1H-tetrazol-5-yl-methoxy group and its 1-benzyl derivative. In enzyme assays, phosphonomethoxy and tetrazolmethoxy analogues proved to be potent inhibitors of the HIV-1 protease, with IC50 values as low as 0.04 nM. When tested for anti-HIV-1 activity in cell-based assays, most of the new derivatives proved active, with benzyl derivatives being more active than their highly polar, unsubstituted counterparts. The dibenzylphosphonomethoxy analogue was the most active compound, with an EC50 value of 10 nM and a selectivity index of 20 000. When compounds were examined for their capability to reduce p24 levels in both acutely and chronically infected MT-4 and H9/IIIB cells, all of them were found to be active at concentrations close to those capable of preventing HIV-1-induced cytopathic effect.

scholarly journals Human Immunodeficiency Virus Type 1 Protease Regulation of Tat Activity Is Essential for Efficient Reverse Transcription and Replication

2003 ◽  
Vol 77 (18) ◽  
pp. 9912-9921 ◽  
Author(s):  
Ann Apolloni ◽  
C. William Hooker ◽  
Johnson Mak ◽  
David Harrich
Keyword(s):  
Amino Acids ◽  
Human Immunodeficiency Virus ◽  
Human Immunodeficiency Virus Type ◽  
Virus Type ◽  
Reverse Transcription ◽  
Laboratory Strain ◽  
Hiv Protease ◽  
Immunodeficiency Virus ◽  
Hiv 1

ABSTRACT The human immunodeficiency virus type 1 (HIV-1) Tat protein enhances reverse transcription, but it is not known whether Tat acts directly on the reverse transcription complex or through indirect mechanisms. Since processing of Tat by HIV protease (PR) might mask its presence and, at least in part, explain this lack of data, we asked whether Tat can be cleaved by PR. We used a rabbit reticulocyte lysate (RRL) system to make Tat and PR. HIV-1 PR is expressed as a Gag-Pol fusion protein, and a PR-inactivated Gag-Pol is also expressed as a control. We showed that Tat is specifically cleaved in the presence of PR, producing a protein of approximately 5 kDa. This result suggested that the cleavage site was located in or near the Tat basic domain (amino acids 49 to 57), which we have previously shown to be important in reverse transcription. We created a panel of alanine-scanning mutations from amino acids 45 to 54 in Tat and evaluated functional parameters, including transactivation, reverse transcription, and cleavage by HIV-1 PR. We showed that amino acids 49 to 52 (RKKR) are absolutely required for Tat function in reverse transcription, that mutation of this domain blocks cleavage by HIV-1 PR, and that other pairwise mutations in this region modulate reverse transcription and proteolysis in strikingly similar degrees. Mutation of Tat Y47G48 to AA also down-regulated Tat-stimulated reverse transcription but had little effect on transactivation or proteolysis by HIV PR, suggesting that Y47 is critical for reverse transcription. We altered the tat gene of the laboratory strain NL4-3 to Y47D and Y47N so that overlapping reading frames were not affected and showed that Y47D greatly diminished virus replication and conveyed a reverse transcription defect. We hypothesize that a novel, cleaved form of Tat is present in the virion and that it requires Y47 for its role in support of efficient reverse transcription.

scholarly journals Assessment of Nonnucleoside Inhibitors Binding to HIV-1 Reverse Transcriptase Using HYDE Scoring

2019 ◽  
Vol 12 (2) ◽  
pp. 64 ◽  
Author(s):  
Agata Paneth ◽  
Wojciech Płonka ◽  
Piotr Paneth
Keyword(s):  
Reverse Transcriptase ◽  
Scoring Function ◽  
Structural Data ◽  
Data Bank ◽  
Quantitative Structure Activity Relationship ◽  
Multidrug Resistant ◽  
Docking Studies ◽  
Topological Descriptors ◽  
Immunodeficiency Virus ◽  
Hiv 1

In this study, 48 inhibitors were docked to 107 allosteric centers of human immunodeficiency virus 1 (HIV-1) reverse transcriptase from the Protein Data Bank (PDB). Based on the average binding scores, quantitative structure-activity relationship (QSAR) equations were constructed in order to elucidate directions of further development in the design of inhibitors. Such developments, informed by structural data, must have a focus on activity against mutated forms of the enzyme, which are the cause of the emergence of multidrug-resistant viral strains. Docking studies employed the HYDE scoring function. Two types of QSARs have been considered: One based on topological descriptors and the other on structural fragments of the inhibitors. Both methods gave similar results, indicating substructures favoring binding to mutated forms of the enzyme.

scholarly journals A Novel Bis-Tetrahydrofuranylurethane-Containing Nonpeptidic Protease Inhibitor (PI), GRL-98065, Is Potent against Multiple-PI-Resistant Human Immunodeficiency Virus In Vitro

2007 ◽  
Vol 51 (6) ◽  
pp. 2143-2155 ◽  
Author(s):  
Masayuki Amano ◽  
Yasuhiro Koh ◽  
Debananda Das ◽  
Jianfeng Li ◽  
Sofiya Leschenko ◽  
...  
Keyword(s):  
Human Immunodeficiency Virus ◽  
Protease Inhibitor ◽  
Close Contact ◽  
Wide Spectrum ◽  
Antiviral Agents ◽  
Cyclic Ether ◽  
Hiv Protease ◽  
Immunodeficiency Virus ◽  
Hiv 1

ABSTRACT We designed, synthesized, and identified GRL-98065, a novel nonpeptidic human immunodeficiency virus type 1 (HIV-1) protease inhibitor (PI) containing the structure-based designed privileged cyclic ether-derived nonpeptide P2 ligand, 3(R),3a(S),6a(R)-bis-tetrahydrofuranylurethane (bis-THF), and a sulfonamide isostere, which is highly potent against laboratory HIV-1 strains and primary clinical isolates (50% effective concentration [EC50], 0.0002 to 0.0005 μM) with minimal cytotoxicity (50% cytotoxicity, 35.7 μM in CD4+ MT-2 cells). GRL-98065 blocked the infectivity and replication of each of the HIV-1NL4-3 variants exposed to and selected by up to a 5 μM concentration of saquinavir, indinavir, nelfinavir, or ritonavir and a 1 μM concentration of lopinavir or atazanavir (EC50, 0.0015 to 0.0075 μM), although it was less active against HIV-1NL4-3 selected by amprenavir (EC50, 0.032 μM). GRL-98065 was also potent against multiple-PI-resistant clinical HIV-1 variants isolated from patients who had no response to existing antiviral regimens after having received a variety of antiviral agents, HIV-1 isolates of various subtypes, and HIV-2 isolates examined. Structural analyses revealed that the close contact of GRL-98065 with the main chain of the protease active-site amino acids (Asp29 and Asp30) is important for its potency and wide-spectrum activity against multiple-PI-resistant HIV-1 variants. The present data demonstrate that the privileged nonpeptide P2 ligand, bis-THF, is critical for the binding of GRL-98065 to the HIV protease substrate binding site and that this scaffold can confer highly potent antiviral activity against a wide spectrum of HIV isolates.

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