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1.
J Chem Theory Comput ; 17(1): 302-314, 2021 Jan 12.
Artigo em Inglês | MEDLINE | ID: mdl-33289558

RESUMO

Sampling multiple binding modes of a ligand in a single molecular dynamics simulation is difficult. A given ligand may have many internal degrees of freedom, along with many different ways it might orient itself in a binding site or across several binding sites, all of which might be separated by large energy barriers. We have developed a novel Monte Carlo move called molecular darting (MolDarting) to reversibly sample between predefined binding modes of a ligand. Here, we couple this with nonequilibrium candidate Monte Carlo (NCMC) to improve acceptance of moves. We apply this technique to a simple dipeptide system, a ligand binding to T4 lysozyme L99A, and ligand binding to HIV integrase to test this new method. We observe significant increases in acceptance compared to uniformly sampling the internal and rotational/translational degrees of freedom in these systems.


Assuntos
Bacteriófago T4/enzimologia , Integrase de HIV/metabolismo , HIV/enzimologia , Muramidase/metabolismo , Sítios de Ligação , Dipeptídeos/metabolismo , Integrase de HIV/química , Inibidores de Integrase de HIV/química , Inibidores de Integrase de HIV/farmacologia , Ligantes , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Método de Monte Carlo , Muramidase/química , Ligação Proteica , Termodinâmica
2.
Mini Rev Med Chem ; 20(14): 1389-1402, 2020.
Artigo em Inglês | MEDLINE | ID: mdl-32048970

RESUMO

In recent years, one of the promising approaches in the QSAR modeling Monte Carlo optimization approach as conformation independent method, has emerged. Monte Carlo optimization has proven to be a valuable tool in chemoinformatics, and this review presents its application in drug discovery and design. In this review, the basic principles and important features of these methods are discussed as well as the advantages of conformation independent optimal descriptors developed from the molecular graph and the Simplified Molecular Input Line Entry System (SMILES) notation compared to commonly used descriptors in QSAR modeling. This review presents the summary of obtained results from Monte Carlo optimization-based QSAR modeling with the further addition of molecular docking studies applied for various pharmacologically important endpoints. SMILES notation based optimal descriptors, defined as molecular fragments, identified as main contributors to the increase/ decrease of biological activity, which are used further to design compounds with targeted activity based on computer calculation, are presented. In this mini-review, research papers in which molecular docking was applied as an additional method to design molecules to validate their activity further, are summarized. These papers present a very good correlation among results obtained from Monte Carlo optimization modeling and molecular docking studies.


Assuntos
Desenho de Fármacos , Simulação de Acoplamento Molecular , Relação Quantitativa Estrutura-Atividade , Cumarínicos/química , Cumarínicos/metabolismo , Integrase de HIV/química , Integrase de HIV/metabolismo , Humanos , Método de Monte Carlo , Software
3.
Infect Genet Evol ; 49: 122-129, 2017 04.
Artigo em Inglês | MEDLINE | ID: mdl-28017912

RESUMO

INTRODUCTION: With the widespread introduction of the integrase (In) inhibitors into clinical practice, transmission of drug resistance to this class of antiretroviral medications may expand. The aim of this study was to analyze the recent patterns of In resistance in treatment naive individuals in Northern Poland and its association with transmitted protease (PR) and reverse transcriptase (RT) mutations. METHODS: Study included 172 PR, RT and InI sequences from antiretroviral treatment naive HIV-1 infected patients linked to care in Northern Poland from 2010 to 2015. Drug resistance was interpreted based on the WHO surveillance and IAS-USA mutation lists. For phylogeny maximum likelihood and Bayesian Monte Carlo Markov Chain analyses were used. RESULTS: Overall rate of transmitted drug resistance was 12.21%. Nucleoside reverse transcriptase inhibitor (NRTI) resistance associated substitutions were found in 11.05% of cases and non-nucleoside reverse transcriptase inhibitor resistance variants in 1.16%. In multivariate models transmitted resistance strongly associated with subtype D infections [66.67% compared to the 3.84% for subtype B (p=0.001)]. No transmission of major protease or integrase mutations were observed. Polymorphisms associated with resistance against integrase inhibitor, mostly E157Q, were found in 21.5% sequences and associated with female (31.91% vs. 15.2% for male, p=0.01), injection drug use (84.21% compared to 22.08% for heterosexual and 1.39% for men-who-have-sex-with-men transmissions, p<0.0001) as well as hepatitis C coinfection [63.64% for positive, versus 8.57% for HCV antibody negative, p<0.0001]. Clusters of nucleoside reverse transcriptase mutations in subtype D and integrase E157Q variants in subtype B were observed. CONCLUSIONS: Transmitted drug resistance frequency was high in subtype D but limited to clustered NRTI mutations, being infrequent among subtype B infected cases. Despite lack of major integrase resistance in treatment naive patients, variants potentially affecting susceptibility to this class were common, which indicates the potential need for extended surveillance in the near future.


Assuntos
Fármacos Anti-HIV/uso terapêutico , Farmacorresistência Viral/genética , Infecções por HIV/tratamento farmacológico , Integrase de HIV/genética , Transcriptase Reversa do HIV/genética , HIV-1/genética , Adulto , Teorema de Bayes , Feminino , Infecções por HIV/epidemiologia , Infecções por HIV/virologia , Integrase de HIV/metabolismo , Transcriptase Reversa do HIV/antagonistas & inibidores , Transcriptase Reversa do HIV/metabolismo , HIV-1/classificação , HIV-1/efeitos dos fármacos , HIV-1/isolamento & purificação , Humanos , Masculino , Cadeias de Markov , Pessoa de Meia-Idade , Método de Monte Carlo , Taxa de Mutação , Filogenia , Polônia/epidemiologia , Fatores Sexuais
4.
Retrovirology ; 10: 22, 2013 Feb 22.
Artigo em Inglês | MEDLINE | ID: mdl-23432922

RESUMO

BACKGROUND: Clinical studies have shown that integrase strand transfer inhibitors can be used to treat HIV-1 infection. Although the first-generation integrase inhibitors are susceptible to the emergence of resistance mutations that impair their efficacy in therapy, such resistance has not been identified to date in drug-naïve patients who have been treated with the second-generation inhibitor dolutegravir. During previous in vitro selection study, we identified a R263K mutation as the most common substitution to arise in the presence of dolutegravir with H51Y arising as a secondary mutation. Additional experiments reported here provide a plausible explanation for the absence of reported dolutegravir resistance among integrase inhibitor-naïve patients to date. RESULTS: We now show that H51Y in combination with R263K increases resistance to dolutegravir but is accompanied by dramatic decreases in both enzymatic activity and viral replication. CONCLUSIONS: Since H51Y and R263K may define a unique resistance pathway to dolutegravir, our results are consistent with the absence of resistance mutations in antiretroviral drug-naive patients treated with this drug.


Assuntos
Fármacos Anti-HIV/farmacologia , Farmacorresistência Viral , Integrase de HIV/metabolismo , HIV-1/efeitos dos fármacos , HIV-1/fisiologia , Compostos Heterocíclicos com 3 Anéis/farmacologia , Replicação Viral , Integrase de HIV/genética , HIV-1/enzimologia , Humanos , Mutação de Sentido Incorreto , Oxazinas , Piperazinas , Mutação Puntual , Piridonas , Seleção Genética
5.
Chem Biol Drug Des ; 77(5): 343-60, 2011 May.
Artigo em Inglês | MEDLINE | ID: mdl-21352501

RESUMO

The simplified molecular input-line entry system (SMILES) and IUPAC International Chemical Identifier (InChI) were examined as representations of the molecular structure for quantitative structure-activity relationships (QSAR), which can be used to predict the inhibitory activity of styrylquinoline derivatives against the human immunodeficiency virus type 1 (HIV-1). Optimal SMILES-based descriptors give a best model with n = 26, r(2) = 0.6330, q(2) = 0.5812, s = 0.502, F = 41 for the training set and n = 10, r(2) = 0.7493, r(pred)(2) = 0.6235, R(m)(2) = 0.537, s = 0.541, F = 24 for the validation set. Optimal InChI-based descriptors give a best model with n = 26, r(2) = 0.8673, q(2) = 0.8456, s = 0.302, F = 157 for the training set and n = 10, r(2) = 0.8562, r(pred)(2) = 0.7715, R(m)(2) = 0.819, s = 0.329, F = 48 for the validation set. Thus, the InChI-based model is preferable. The described SMILES-based and InChI-based approaches have been checked with five random splits into the training and test sets.


Assuntos
Inibidores de Integrase de HIV/análise , Integrase de HIV/metabolismo , Quinolinas/análise , Infecções por HIV/tratamento farmacológico , Infecções por HIV/virologia , Inibidores de Integrase de HIV/síntese química , Inibidores de Integrase de HIV/farmacologia , HIV-1/efeitos dos fármacos , Humanos , Modelos Químicos , Modelos Moleculares , Estrutura Molecular , Método de Monte Carlo , Relação Quantitativa Estrutura-Atividade , Quinolinas/síntese química , Quinolinas/farmacologia
6.
Clin Immunol ; 137(3): 347-56, 2010 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-20832370

RESUMO

Four catechins with the galloyl moiety, including catechin gallate (CG), epigallocatechin gallate (EGCG), gallocatechin gallate (GCG), and epicatechin gallate (ECG), were found to inhibit HIV-1 integrase effectively as determined by our ELISA method. In our docking study, it is proposed that when the HIV-1 integrase does not combine with virus DNA, the four catechins may bind to Tyr143 and Gln148, thus altering the flexibility of the loop (Gly140-Gly149), which could lead to an inhibition of HIV-1 integrase activity. In addition, after combining HIV-1 integrase with virus DNA, the four catechins may bind between the integrase and virus DNA, consequently, disrupt this interaction. Thus, the four catechins may reduce the activity of HIV-1 integrase by disrupting its interaction with virus DNA. The four catechins have a highly cooperative inhibitory effect (IC50=0.1 µmol/L). Our study suggests that catechins with the galloyl moiety could be a novel and effective class of HIV-1 integrase inhibitors.


Assuntos
Síndrome da Imunodeficiência Adquirida/prevenção & controle , Fármacos Anti-HIV/farmacologia , Catequina/química , Catequina/farmacologia , DNA Viral/metabolismo , Inibidores de Integrase de HIV/química , Inibidores de Integrase de HIV/farmacologia , Integrase de HIV/metabolismo , Síndrome da Imunodeficiência Adquirida/economia , Síndrome da Imunodeficiência Adquirida/enzimologia , Fármacos Anti-HIV/química , Fármacos Anti-HIV/economia , Catequina/análogos & derivados , Catequina/economia , Ensaio de Imunoadsorção Enzimática , HIV-1/genética , Humanos , Pirrolidinonas/química , Pirrolidinonas/farmacologia , Raltegravir Potássico
7.
J Virol ; 78(6): 3170-7, 2004 Mar.
Artigo em Inglês | MEDLINE | ID: mdl-14990738

RESUMO

In this study, reverse transcriptase (RT)- and integrase (IN)-defective human immunodeficiency virus type 1 (HIV-1) was transcomplemented with Vpr-RT-IN fusion proteins to delineate pol sequences important for HIV-1 replication. Our results reveal that a 194-bp sequence encompassing the 3'end of the IN gene and containing the central DNA flap is necessary and sufficient for efficient HIV-1 single-cycle replication in dividing and nondividing cells. Furthermore, we show that the central DNA flap enhances HIV-1 single-round replication by five- to sevenfold, primarily by facilitating nuclear import of proviral DNA. In agreement with previous reports, our data support a functional role of the central DNA flap during the early stages of HIV-1 infection.


Assuntos
DNA Viral/biossíntese , HIV-1/patogenicidade , Núcleo Celular/virologia , DNA Viral/química , Produtos do Gene pol/química , Produtos do Gene pol/genética , Produtos do Gene vpr/genética , Teste de Complementação Genética , Integrase de HIV/genética , Integrase de HIV/metabolismo , Transcriptase Reversa do HIV/genética , Transcriptase Reversa do HIV/metabolismo , HIV-1/genética , HIV-1/fisiologia , Humanos , Leucócitos Mononucleares/virologia , Proteínas Recombinantes de Fusão , Integração Viral , Replicação Viral , Produtos do Gene vpr do Vírus da Imunodeficiência Humana
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