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1.
Antiviral Res ; 182: 104908, 2020 10.
Artigo em Inglês | MEDLINE | ID: mdl-32798602

RESUMO

We have recently identified three molecules (tilorone, quinacrine and pyronaridine tetraphosphate) which all demonstrated efficacy in the mouse model of infection with mouse-adapted Ebola virus (EBOV) model of disease and had similar in vitro inhibition of an Ebola pseudovirus (VSV-EBOV-GP), suggesting they interfere with viral entry. Using a machine learning model to predict lysosomotropism these compounds were evaluated for their ability to possess a lysosomotropic mechanism in vitro. We now demonstrate in vitro that pyronaridine tetraphosphate is an inhibitor of Lysotracker accumulation in lysosomes (IC50 = 0.56 µM). Further, we evaluated antiviral synergy between pyronaridine and artesunate (Pyramax®), which are used in combination to treat malaria. Artesunate was not found to have lysosomotropic activity in vitro and the combination effect on EBOV inhibition was shown to be additive. Pyramax® may represent a unique example of the repurposing of a combination product for another disease.


Assuntos
Antivirais/farmacologia , Artesunato/uso terapêutico , Reposicionamento de Medicamentos , Ebolavirus/efeitos dos fármacos , Lisossomos/efeitos dos fármacos , Naftiridinas/uso terapêutico , Quinacrina/uso terapêutico , Tilorona/uso terapêutico , Antivirais/uso terapêutico , Combinação de Medicamentos , Sinergismo Farmacológico , Células HeLa , Doença pelo Vírus Ebola/tratamento farmacológico , Doença pelo Vírus Ebola/virologia , Humanos , Células MCF-7 , Aprendizado de Máquina , Internalização do Vírus/efeitos dos fármacos
2.
ACS Omega ; 4(1): 2353-2361, 2019 Jan 31.
Artigo em Inglês | MEDLINE | ID: mdl-30729228

RESUMO

We have previously described the first Bayesian machine learning models from FDA-approved drug screens, for identifying compounds active against the Ebola virus (EBOV). These models led to the identification of three active molecules in vitro: tilorone, pyronaridine, and quinacrine. A follow-up study demonstrated that one of these compounds, tilorone, has 100% in vivo efficacy in mice infected with mouse-adapted EBOV at 30 mg/kg/day intraperitoneal. This suggested that we can learn from the published data on EBOV inhibition and use it to select new compounds for testing that are active in vivo. We used these previously built Bayesian machine learning EBOV models alongside our chemical insights for the selection of 12 molecules, absent from the training set, to test for in vitro EBOV inhibition. Nine molecules were directly selected using the model, and eight of these molecules possessed a promising in vitro activity (EC50 < 15 µM). Three further compounds were selected for an in vitro evaluation because they were antimalarials, and compounds of this class like pyronaridine and quinacrine have previously been shown to inhibit EBOV. We identified the antimalarial drug arterolane (IC50 = 4.53 µM) and the anticancer clinical candidate lucanthone (IC50 = 3.27 µM) as novel compounds that have EBOV inhibitory activity in HeLa cells and generally lack cytotoxicity. This work provides further validation for using machine learning and medicinal chemistry expertize to prioritize compounds for testing in vitro prior to more costly in vivo tests. These studies provide further corroboration of this strategy and suggest that it can likely be applied to other pathogens in the future.

3.
Mol Pharm ; 15(4): 1403-1411, 2018 04 02.
Artigo em Inglês | MEDLINE | ID: mdl-29462558

RESUMO

Mesothelin is an epithelial marker highly expressed at the cell surface of cancer cells from diverse origins, including ovarian and pancreatic adenocarcinomas and mesotheliomas. Previously, we identified and characterized an antimesothelin nanobody (NbG3a) for in vitro diagnostic applications. The main goal of this research was to establish the potential of NbG3a as a molecular imaging agent. Site-specific biotinylated NbG3a (bNbG3a) was bound to streptavidin-conjugated reagents for in vitro and in vivo assays. Initially, we performed microscale thermophoresis to determine the binding affinity between bNbG3a and human ( Kd = 46 ± 8 nM) or mouse ( Kd = 4.8 ± 0.4 nM) mesothelin protein. The human and mouse cross-reactivity was confirmed by in vivo optical imaging using bNbG3a bound to fluorescent streptavidin. We also localized the binding site of nNbG3a on human mesothelin using overlapping peptide scan. NbG3a recognized an epitope within residues 21-65 of the mature membrane bound form of human mesothelin, which is part of the N-terminal region of mesothelin that is important for interactions between mesothelin on peritoneal cells and CA125 on tumor cells. Next, the bNbG3a in vivo half-life after intravenous injection in healthy mice was estimated by ELISA assay to be 5.3 ± 1.3 min. In tumor-bearing animals, fluorescent bNbG3a accumulated in a subcutaneous ovarian xenograft (A1847) and in two syngeneic, orthotopic ovarian tumors (intraovary and intraperitoneal ID8) within an hour of intravenous injection that peaked by 4 h and persisted up to 48 h. MRI analysis of bNbG3a-targeted streptavidin-labeled iron oxides showed that the MRI signal intensity decreased 1 h after injection for a subcutaneous xenograft model of ovarian cancer for bNbG3a-labeled iron oxides compared to unlabeled iron oxides. The signal intensity differences continued up to the final time point at 24 h post injection. Finally, in vivo immunofluorescence 24 or 48 h after bNbG3a intravenous injection showed bNbG3a diffuse distribution of both xenograft and syngeneic ovarian tumors, with local areas of high concentration throughout A1847 human tumor. The data support the use of NbG3a for continued preclinical development and translation to human applications for cancers that overexpress mesothelin.


Assuntos
Reações Cruzadas/imunologia , Proteínas Ligadas por GPI/metabolismo , Neoplasias Ovarianas/patologia , Anticorpos de Domínio Único/imunologia , Animais , Antígeno Ca-125/metabolismo , Linhagem Celular Tumoral , Feminino , Compostos Férricos/metabolismo , Corantes Fluorescentes/metabolismo , Proteínas Ligadas por GPI/imunologia , Xenoenxertos , Humanos , Imageamento por Ressonância Magnética/métodos , Mesotelina , Camundongos , Camundongos Endogâmicos C57BL , Imagem Molecular/métodos , Neoplasias Ovarianas/imunologia , Neoplasias Ovarianas/metabolismo , Estreptavidina/metabolismo
4.
Artigo em Inglês | MEDLINE | ID: mdl-29133569

RESUMO

Tilorone dihydrochloride (tilorone) is a small-molecule, orally bioavailable drug that is used clinically as an antiviral outside the United States. A machine-learning model trained on anti-Ebola virus (EBOV) screening data previously identified tilorone as a potent in vitro EBOV inhibitor, making it a candidate for the treatment of Ebola virus disease (EVD). In the present study, a series of in vitro ADMET (absorption, distribution, metabolism, excretion, toxicity) assays demonstrated the drug has excellent solubility, high Caco-2 permeability, was not a P-glycoprotein substrate, and had no inhibitory activity against five human CYP450 enzymes (3A4, 2D6, 2C19, 2C9, and 1A2). Tilorone was shown to have 52% human plasma protein binding with excellent plasma stability and a mouse liver microsome half-life of 48 min. Dose range-finding studies in mice demonstrated a maximum tolerated single dose of 100 mg/kg of body weight. A pharmacokinetics study in mice at 2- and 10-mg/kg dose levels showed that the drug is rapidly absorbed, has dose-dependent increases in maximum concentration of unbound drug in plasma and areas under the concentration-time curve, and has a half-life of approximately 18 h in both males and females, although the exposure was ∼2.5-fold higher in male mice. Tilorone doses of 25 and 50 mg/kg proved efficacious in protecting 90% of mice from a lethal challenge with mouse-adapted with once-daily intraperitoneal (i.p.) dosing for 8 days. A subsequent study showed that 30 mg/kg/day of tilorone given i.p. starting 2 or 24 h postchallenge and continuing through day 7 postinfection was fully protective, indicating promising activity for the treatment of EVD.


Assuntos
Ebolavirus/efeitos dos fármacos , Doença pelo Vírus Ebola/tratamento farmacológico , Tilorona/farmacologia , Animais , Antivirais/farmacologia , Células CACO-2 , Linhagem Celular Tumoral , Feminino , Humanos , Masculino , Camundongos , Camundongos Endogâmicos BALB C , Microssomos Hepáticos/efeitos dos fármacos
5.
J Med Chem ; 55(13): 6047-60, 2012 Jul 12.
Artigo em Inglês | MEDLINE | ID: mdl-22691154

RESUMO

Compounds bactericidal against both replicating and nonreplicating Mtb may shorten the length of TB treatment regimens by eliminating infections more rapidly. Screening of a panel of antimicrobial and anticancer drug classes that are bioreduced into cytotoxic species revealed that 1,2,4-benzotriazine di-N-oxides (BTOs) are potently bactericidal against replicating and nonreplicating Mtb. Medicinal chemistry optimization, guided by semiempirical molecular orbital calculations, identified a new lead compound (20q) from this series with an MIC of 0.31 µg/mL against H37Rv and a cytotoxicity (CC(50)) against Vero cells of 25 µg/mL. 20q also had equivalent potency against a panel of single-drug resistant strains of Mtb and remarkably selective activity for Mtb over a panel of other pathogenic bacterial strains. 20q was also negative in a L5178Y MOLY assay, indicating low potential for genetic toxicity. These data along with measurements of the physiochemical properties and pharmacokinetic profile demonstrate that BTOs have the potential to be developed into a new class of antitubercular drugs.


Assuntos
Antituberculosos/química , Antituberculosos/farmacologia , Mycobacterium tuberculosis/efeitos dos fármacos , Triazinas/química , Triazinas/farmacologia , Animais , Antituberculosos/síntese química , Chlorocebus aethiops , Descoberta de Drogas , Feminino , Isomerismo , Camundongos , Camundongos Endogâmicos BALB C , Testes de Sensibilidade Microbiana , Estrutura Molecular , Nitrofuranos/química , Nitrofuranos/farmacologia , Nitroimidazóis/química , Nitroimidazóis/farmacologia , Óxidos/química , Óxidos/farmacologia , Quinoxalinas/química , Quinoxalinas/farmacologia , Ratos , Tirapazamina , Triazinas/síntese química , Tuberculose/tratamento farmacológico , Células Vero
6.
J Biomol Screen ; 16(2): 230-8, 2011 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-21245469

RESUMO

DNA gyrase, a type II topoisomerase that introduces negative supercoils into DNA, is a validated antibacterial drug target. The holoenzyme is composed of 2 subunits, gyrase A (GyrA) and gyrase B (GyrB), which form a functional A(2)B(2) heterotetramer required for bacterial viability. A novel fluorescence polarization (FP) assay has been developed and optimized to detect inhibitors that bind to the adenosine triphosphate (ATP) binding domain of GyrB. Guided by the crystal structure of the natural product novobiocin bound to GyrB, a novel novobiocin-Texas Red probe (Novo-TRX) was designed and synthesized for use in a high-throughput FP assay. The binding kinetics of the interaction of Novo-TRX with GyrB from Francisella tularensis has been characterized, as well as the effect of common buffer additives on the interaction. The assay was developed into a 21-µL, 384-well assay format and has been validated for use in high-throughput screening against a collection of Food and Drug Administration-approved compounds. The assay performed with an average Z' factor of 0.80 and was able to identify GyrB inhibitors from a screening library.


Assuntos
DNA Girase/metabolismo , Ativação Enzimática/efeitos dos fármacos , Inibidores Enzimáticos/farmacologia , Polarização de Fluorescência , Ensaios de Triagem em Larga Escala , Inibidores da Topoisomerase II , Trifosfato de Adenosina/metabolismo , Sítios de Ligação , DNA Girase/química , Relação Dose-Resposta a Droga , Polarização de Fluorescência/métodos , Cinética , Simulação de Dinâmica Molecular , Novobiocina/química , Novobiocina/metabolismo , Novobiocina/farmacologia , Ligação Proteica/efeitos dos fármacos , Proteínas Recombinantes de Fusão/antagonistas & inibidores , Proteínas Recombinantes de Fusão/química , Proteínas Recombinantes de Fusão/genética , Proteínas Recombinantes de Fusão/isolamento & purificação , Proteínas Recombinantes de Fusão/metabolismo , Bibliotecas de Moléculas Pequenas
7.
Bioorg Med Chem Lett ; 21(9): 2692-6, 2011 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-21215619

RESUMO

Inhibitors of human transglutaminase 2 (TG2) are anticipated to be useful in the therapy of a variety of diseases including celiac sprue as well as certain CNS disorders and cancers. A class of 3-acylidene-2-oxoindoles was identified as potent reversible inhibitors of human TG2. Structure-activity relationship analysis of a lead compound led to the generation of several potent, competitive inhibitors. Analogs with significant non-competitive character were also identified, suggesting that the compounds bind at one or more allosteric regulatory sites on this multidomain enzyme. The most active compounds had K(i) values below 1.0 µM in two different kinetic assays for human TG2, and may therefore be suitable for investigations into the role of TG2 in physiology and disease in animals.


Assuntos
Inibidores Enzimáticos/síntese química , Proteínas de Ligação ao GTP/antagonistas & inibidores , Indóis/síntese química , Transglutaminases/antagonistas & inibidores , Ativação Enzimática/efeitos dos fármacos , Inibidores Enzimáticos/química , Inibidores Enzimáticos/farmacologia , Proteínas de Ligação ao GTP/metabolismo , Humanos , Indóis/química , Indóis/farmacologia , Concentração Inibidora 50 , Proteína 2 Glutamina gama-Glutamiltransferase , Relação Estrutura-Atividade , Transglutaminases/metabolismo
8.
Cancer Biol Ther ; 10(1): 68-76, 2010 Jul 01.
Artigo em Inglês | MEDLINE | ID: mdl-20495370

RESUMO

AMPK has been termed the fuel sensor of mammalian cells because it directly responds to the depletion of the fuel molecule ATP. In previous work, we found that AMPK is strongly activated by tumor-like hypoxia and glucose deprivation, independently of the oxygen response system associated with HIF-1. We also observed high levels of AMPK activity in tumor cells in vivo, using different model tumors. These findings suggested the hypothesis that modulation of AMPK activity could have therapeutic value for the treatment of solid tumors. To investigate this hypothesis, we have been conducting a SAR study of potential small-molecule modulators of AMPK activity. Here we report that the chemotherapeutic drug SU11248 (sunitinib) is at least as potent an inhibitor of AMPK as compound C, which is a commonly used experimental direct inhibitor of the enzyme. We also provide a computational model of the binding pose of SU11248 to an AMPKα subunit, which suggests a structural basis for the affinity of the drug for the ATP site of the catalytic domain. The ability of SU11248 to inhibit AMPK has potential clinical significance--there may be populations of SU11248-treated patients in which AMPK activity is inhibited in normal as well as in tumor tissue.


Assuntos
Proteínas Quinases Ativadas por AMP/antagonistas & inibidores , Proteínas Quinases Ativadas por AMP/fisiologia , Inibidores da Angiogênese/farmacologia , Indóis/farmacologia , Pirróis/farmacologia , Animais , Células Cultivadas , Embrião de Mamíferos/citologia , Embrião de Mamíferos/efeitos dos fármacos , Embrião de Mamíferos/metabolismo , Fibroblastos/citologia , Fibroblastos/efeitos dos fármacos , Fibroblastos/metabolismo , Transferência Ressonante de Energia de Fluorescência , Humanos , Immunoblotting , Camundongos , Camundongos Knockout , Modelos Moleculares , Proteínas Serina-Treonina Quinases/fisiologia , Pirazóis/farmacologia , Pirimidinas/farmacologia , Sunitinibe
9.
Bioorg Med Chem Lett ; 16(18): 4913-6, 2006 Sep 15.
Artigo em Inglês | MEDLINE | ID: mdl-16860557

RESUMO

A focused library of variously substituted 9-aminoacridine compounds was screened for bioactivity against accumulation of the infectious prion protein isoform, denoted PrP(Sc), in a cell model of prion replication. The efficacy of compounds against PrP(Sc) accumulation was influenced by both substituents of the distal tertiary amine and acridine heterocycle, while cellular cytotoxicity was encoded in the acridine heterocycle substituents.


Assuntos
Aminacrina/química , Aminacrina/farmacologia , Neuroblastoma/patologia , Scrapie , Linhagem Celular , Sobrevivência Celular/efeitos dos fármacos , Humanos , Estrutura Molecular , Relação Estrutura-Atividade
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