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1.
Bioorg Med Chem Lett ; 28(6): 1116-1121, 2018 04 01.
Artigo em Inglês | MEDLINE | ID: mdl-29486968

RESUMO

The Wnt/ß-catenin signaling pathway is a key regulator of bone homeostasis. Sclerostin act as an extracellular inhibitor of canonical Wnt signaling through high-affinity binding to the Wnt co-receptor LRP5/6. Disruption of the interaction between LRP5/6 and sclerostin has been recognized as a therapeutic target for osteoporosis. We identified a quinoxaline moiety as a new small-molecule inhibitor of the LRP5/6-sclerostin interaction through pharmacophore-based virtual screening, docking simulations, and in vitro assays. Structure-activity relationship studies and binding mode hypotheses were used to optimize the scaffold and yield the compound BMD4503-2, which recovered the downregulated activity of the Wnt/ß-catenin signaling pathway by competitive binding to the LRP5/6-sclerostin complex. Overall, this study showed that the optimized structure-based drug design was a promising approach for the development of small-molecule inhibitors of the LRP5/6-sclerostin interaction. A novel scaffold offered considerable insights into the structural basis for binding to LRP5/6 and disruption of the sclerostin-mediated inhibition of Wnt signaling.


Assuntos
Proteínas Morfogenéticas Ósseas/antagonistas & inibidores , Descoberta de Drogas , Proteína-5 Relacionada a Receptor de Lipoproteína de Baixa Densidade/antagonistas & inibidores , Simulação de Acoplamento Molecular , Quinoxalinas/farmacologia , Proteínas Adaptadoras de Transdução de Sinal , Proteínas Morfogenéticas Ósseas/química , Relação Dose-Resposta a Droga , Marcadores Genéticos , Humanos , Proteína-5 Relacionada a Receptor de Lipoproteína de Baixa Densidade/química , Estrutura Molecular , Quinoxalinas/síntese química , Quinoxalinas/química , Relação Estrutura-Atividade , Via de Sinalização Wnt/efeitos dos fármacos
2.
J Mol Graph Model ; 79: 46-58, 2018 01.
Artigo em Inglês | MEDLINE | ID: mdl-29136547

RESUMO

Protein-protein interactions (PPIs), which are essential for cellular processes, have been recognized as attractive therapeutic targets. Therefore, the construction of a PPI-focused chemical library is an inevitable necessity for future drug discovery. Natural products have been used as traditional medicines to treat human diseases for millennia; in addition, their molecular scaffolds have been used in diverse approved drugs and drug candidates. The recent discovery of the ability of natural products to inhibit PPIs led us to use natural products as a chemical library for PPI-targeted drug discovery. In this study, we collected natural products (NPDB) from non-commercial and in-house databases to analyze their similarities to small-molecule PPI inhibitors (iPPIs) and FDA-approved drugs by using eight molecular descriptors. Then, we evaluated the distribution of NPDB and iPPIs in the chemical space, represented by the molecular fingerprint and molecular scaffolds, to identify the promising scaffolds, which could interfere with PPIs. To investigate the ability of natural products to inhibit PPI targets, molecular docking was used. Then, we predicted a set of high-potency natural products by using the iPPI-likeness score based on a docking score-weighted model. These selected natural products showed high binding affinities to the PPI target, namely XIAP, which were validated in an in vitro experiment. In addition, the natural products with novel scaffolds might provide a promising starting point for further medicinal chemistry developments. Overall, our study shows the potency of natural products in targeting PPIs, which might help in the design of a PPI-focused chemical library for future drug discovery.


Assuntos
Produtos Biológicos/química , Descoberta de Drogas , Ligação Proteica/efeitos dos fármacos , Bibliotecas de Moléculas Pequenas , Animais , Produtos Biológicos/farmacologia , Fenômenos Químicos , Descoberta de Drogas/métodos , Medicamentos de Ervas Chinesas/química , Medicamentos de Ervas Chinesas/farmacologia , Humanos , Camundongos , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Estrutura Molecular , Relação Estrutura-Atividade
3.
Drug Metab Pharmacokinet ; 32(3): 172-178, 2017 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-28366619

RESUMO

Constitutive androstane receptor (CAR) is predominantly expressed in the liver and is important for regulating drug metabolism and transport. Despite its biological importance, there have been few attempts to develop in silico models to predict the activity of CAR modulated by chemical compounds. The number of in silico studies of CAR may be limited because of CAR's constitutive activity under normal conditions, which makes it difficult to elucidate the key structural features of the interaction between CAR and its ligands. In this study, to address these limitations, we introduced 3D pharmacophore-based descriptors with an integrated ligand and structure-based pharmacophore features, which represent the receptor-ligand interaction. Machine learning methods (support vector machine and artificial neural network) were applied to develop an in silico model with the descriptors containing significant information regarding the ligand binding positions. The best classification model built with a solvent accessibility volume-based filter and the support vector machine showed good predictabilities of 87%, and 85.4% for the training set and validation set, respectively. This demonstrates that our model can be used to accurately predict CAR activators and offers structural information regarding ligand/protein interactions.


Assuntos
Redes Neurais de Computação , Receptores Citoplasmáticos e Nucleares/química , Máquina de Vetores de Suporte , Receptor Constitutivo de Androstano , Humanos , Ligantes
4.
Oncotarget ; 8(19): 31842-31855, 2017 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-28418862

RESUMO

The epithelial-mesenchymal transition (EMT) is implicated in tumorigenesis and cancer progression, and canonical Wnt signaling tightly controls Snail, a key transcriptional repressor of EMT. While the suppression of canonical Wnt signaling and EMT comprises an attractive therapeutic strategy, molecular targets for small molecules reverting Wnt and EMT have not been widely studied. Meanwhile, the anti-helminthic niclosamide has been identified as a potent inhibitor of many oncogenic signaling pathways although its molecular targets have not yet been clearly identified. In this study, we show that niclosamide directly targets Axin-GSK3 interaction, at least in part, resulting in suppression of Wnt/Snail-mediated EMT. In vitro and in vivo, disruption of Axin-GSK3 complex by niclosamide induces mesenchymal to epithelial reversion at nM concentrations, accompanied with suppression of the tumorigenic potential of colon cancer. Niclosamide treatment successfully attenuates Snail abundance while increasing E-cadherin abundance in xenograft tumor. Notably, oral administration of niclosamide significantly suppressed adenoma formation in an APC-MIN mice model, indicating that niclosamide is an effective therapeutic for familial adenomatosis polyposis (FAP) patients. In this study, we identified a novel target to control the canonical Wnt pathway and Snail-mediated EMT program, and discovered a repositioned therapeutics for FAP patients.


Assuntos
Polipose Adenomatosa do Colo/metabolismo , Proteína Axina/metabolismo , Quinase 3 da Glicogênio Sintase/metabolismo , Niclosamida/farmacologia , Polipose Adenomatosa do Colo/tratamento farmacológico , Polipose Adenomatosa do Colo/genética , Animais , Proteína Axina/química , Linhagem Celular Tumoral , Movimento Celular/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Modelos Animais de Doenças , Transição Epitelial-Mesenquimal/efeitos dos fármacos , Quinase 3 da Glicogênio Sintase/química , Xenoenxertos , Camundongos , Modelos Moleculares , Conformação Molecular , Niclosamida/química , Ligação Proteica/efeitos dos fármacos , Via de Sinalização Wnt/efeitos dos fármacos
5.
Oncotarget ; 8(19): 31856-31863, 2017 May 09.
Artigo em Inglês | MEDLINE | ID: mdl-28418865

RESUMO

Despite the importance of Ras oncogenes as a therapeutic target in human cancer, their 'undruggable' tertiary structures limit the effectiveness of anti-Ras drugs. Canonical Wnt signaling contributes to Ras activity by glycogen synthase kinase 3 (GSK-3)-dependent phosphorylation at the C-terminus and subsequent degradation. In the accompanying report, we show that the anti-helminthic niclosamide directly binds to GSK-3 and inhibits Axin functions in colon cancer cells, with reversion of Snail-mediated epithelial-mesenchymal transition. In this study, we report that niclosamide effectively suppresses Ras and nuclear NFAT activities regardless of the mutational status of Ras at nM levels. Mechanistically, niclosamide increased endogenous GSK-3 activity, shortening the half-life of mutant Ras. Further, niclosamide activates Raf-1 kinase inhibitory protein, a downstream target of Snail repressor. Niclosamide treatment attenuates Ras-induced oncogenic potential in vitro and in vivo. These findings provide a clinically available repositioned Ras inhibitor as well as a novel strategy for inhibiting the Ras via GSK-3.


Assuntos
Transformação Celular Neoplásica/efeitos dos fármacos , Transformação Celular Neoplásica/genética , Transformação Celular Neoplásica/metabolismo , Genes ras , Quinase 3 da Glicogênio Sintase/metabolismo , Niclosamida/farmacologia , Animais , Linhagem Celular Tumoral , Modelos Animais de Doenças , Ativação Enzimática/efeitos dos fármacos , Humanos , Modelos Biológicos , Mutação , Ensaios Antitumorais Modelo de Xenoenxerto
6.
Chem Biol Drug Des ; 89(6): 907-917, 2017 06.
Artigo em Inglês | MEDLINE | ID: mdl-27933736

RESUMO

Transition of a physiological folded prion (PrPC ) into a pathogenic misfolded prion (PrPSc ) causes lethal neurodegenerative disorders and prion diseases. Antiprion compounds have been developed to prevent this conversion; however, their mechanism of action remains unclear. Recently, we reported two antiprion compounds, BMD29 and BMD35, identified by in silico and in vitro screening. In this study, we used extensive explicit-solvent molecular dynamics simulations to investigate ligand-binding inhibition by antiprion compounds in prion folding over misfolding behavior at acidic pH. The two antiprion compounds and the previously reported GN8 compound resulted in a remarkably stabilized intermediate by binding to the hotspot region of PrPC , whereas free PrPC and the inactive compound BMD01 destabilized the structure of PrPC leading to the misfolded form. The results uncovered a secondary structural transition of free PrPC and transition suppression by the antiprion compounds. One of the major misfolding processes in PrPC , alternation of hydrophobic core residues, disruption of intramolecular interactions, and the increase in residue solvent exposure were significantly inhibited by both antiprion compounds. These findings provide insights into prion misfolding and inhibition by antiprion compounds.


Assuntos
Benzoxazóis/química , Furanos/química , Simulação de Dinâmica Molecular , Príons/antagonistas & inibidores , Príons/química , Deficiências na Proteostase , Sulfonamidas/química , Benzoxazóis/farmacologia , Furanos/farmacologia , Humanos , Interações Hidrofóbicas e Hidrofílicas , Estrutura Molecular , Príons/metabolismo , Dobramento de Proteína , Estabilidade Proteica , Estrutura Secundária de Proteína , Sulfonamidas/farmacologia
7.
Drug Metab Pharmacokinet ; 30(5): 347-51, 2015 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-26293543

RESUMO

Hepatic transporters, a major determinant of pharmacokinetics, have been used to profile drug properties like efficacy. Among hepatic transporters, importers alter the concentration of the drug by facilitating the transport of a drug into a cell. Despite vast pharmacokinetic studies, the interacting mechanisms of the importers with its substrates or inhibitors are not well understood. Hence, we developed compound binary classification models of whether a compound is binder or nonbinder to a hepatic transporter with experimental data of 284 compounds for four representative hepatic importers, OATP1B1, OATP1B3, OAT2, and OCT1. Support Vector Machine (SVM) along with Genetic Algorithm (GA) was used to construct the classification models of binder versus nonbinder for each target importer. To construct the models, we prepared two data sets, a training data set from Fujitsu database (284 compounds) and an external validation data set from ChEMBL database (1738 compounds). Since an experimental classification criterion between binder and nonbinder has some ambiguity, there is an intrinsic limitation to expect high predictability of the binary classification models developed with the experimental data. The predictability of the classification models calculated with external validation sets were obtained as 77.72%, 84.31%, 84.21%, and 76.38 for OATP1B1, OATP1B3, OAT2, and OCT1, respectively.


Assuntos
Transportadores de Ânions Orgânicos/metabolismo , Simulação por Computador , Bases de Dados de Compostos Químicos , Células HEK293 , Hepatócitos/metabolismo , Humanos , Modelos Biológicos , Modelos Moleculares , Transportadores de Ânions Orgânicos/antagonistas & inibidores , Transportadores de Ânions Orgânicos/classificação , Farmacocinética , Valor Preditivo dos Testes , Reprodutibilidade dos Testes , Máquina de Vetores de Suporte
8.
Fish Shellfish Immunol ; 35(5): 1585-90, 2013 Nov.
Artigo em Inglês | MEDLINE | ID: mdl-24041843

RESUMO

The protective effect of a food-grade lactic acid bacterium Lactococcus lactis BFE920 against disease of olive flounder (Paralichthys olivaceus) cultivated on a large scale was studied. Initially, antimicrobial activity of L. lactis against several fish pathogens was evaluated in vitro; the probiotic showed strong antibacterial activity against Streptococcus iniae, Streptococcus parauberis and Enterococcus viikkiensis, and moderate activity against Lactococcus garviae. When olive flounders were fed for two weeks with experimental diets containing varying concentrations of L. lactis (1 × 10(6), 5 × 10(6), 2.5 × 10(7) and 1.25 × 10(8) CFU/g feed), all the experimental feed groups showed 68-77% survival upon challenge with S. iniae. A field-scale feeding trial with L. lactis dietary supplement was conducted in a local fish farm (n = 12,000) for three months, and disease resistance, innate immune parameters and growth performance were evaluated. The average weight gain and feed efficiency were increased up to 6.8% and 8.5%, respectively. At the end of the feeding trial, the olive flounders were challenged with S. iniae. The L. lactis-fed group was protected from S. iniae challenge with a 66% survival rate. This disease protection is due to the flounder's innate immunity activated by the L. lactis administration: increased lysosomal activities and production of IL-12 and IFN-γ. These data clearly indicated that L. lactis BFE920 may be developed as a functional feed additive for protection against diseases, and for enhancement of feed efficiency and weight gain in olive flounder farming.


Assuntos
Doenças dos Peixes/imunologia , Doenças dos Peixes/prevenção & controle , Linguado , Imunidade Inata/imunologia , Lactococcus lactis , Probióticos/farmacologia , Infecções Estreptocócicas/veterinária , Animais , Aquicultura/métodos , Primers do DNA/genética , Suplementos Nutricionais , Imunidade Inata/efeitos dos fármacos , Nitroazul de Tetrazólio , Probióticos/uso terapêutico , Reação em Cadeia da Polimerase em Tempo Real , Infecções Estreptocócicas/imunologia , Infecções Estreptocócicas/prevenção & controle , Aumento de Peso/efeitos dos fármacos , Aumento de Peso/fisiologia
9.
J Biol Chem ; 285(37): 28924-37, 2010 Sep 10.
Artigo em Inglês | MEDLINE | ID: mdl-20605789

RESUMO

During apoptosis, the pro-apoptotic Bcl-2 family proteins BAK and BAX form large oligomeric pores in the mitochondrial outer membrane. Apoptotic factors, including cytochrome c, are released through these pores from the mitochondrial intermembrane space into the cytoplasm where they initiate the cascade of events leading to cell death. To better understand this pivotal step toward apoptosis, a method was developed to induce membrane permeabilization by BAK in the membrane without using the full-length protein. Using a soluble form of BAK with a hexahistidine tag at the C terminus and a liposomal system containing the Ni(2+)-nitrilotriacetic acid lipid analog that can bind hexahistidine-tagged proteins, BAK oligomers were formed in the presence of the activator protein p7/p15Bid. In this system, we determined the conformational changes in BAK upon membrane insertion by applying the site-directed spin labeling method of EPR to 13 different amino acid locations. Upon membrane insertion, the BH3 domains were reorganized, and the alpha5-alpha6 helical hairpin structure was partially exposed to the membrane environment. The monomer-monomer interface in the oligomeric structure was also mapped by measuring the distance-dependent spin-spin interactions for each residue location. Spin labels attached in the BH3 domain were juxtaposed within 5-10 A distance in the oligomeric form in the membrane. These results are consistent with the current hypothesis that BAK or BAX forms homodimers, and these homodimers assemble into a higher order oligomeric pore. Detailed analyses of the data provide new insights into the structure of the BAX or BAK homodimer.


Assuntos
Multimerização Proteica , Proteína Killer-Antagonista Homóloga a bcl-2/química , Animais , Proteína Agonista de Morte Celular de Domínio Interatuante com BH3 , Humanos , Camundongos , Membranas Mitocondriais/química , Membranas Mitocondriais/metabolismo , Estrutura Quaternária de Proteína , Estrutura Secundária de Proteína , Estrutura Terciária de Proteína , Relação Estrutura-Atividade , Proteína Killer-Antagonista Homóloga a bcl-2/metabolismo , Proteína X Associada a bcl-2/química , Proteína X Associada a bcl-2/metabolismo
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