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1.
J Comput Chem ; 43(2): 84-95, 2022 01 15.
Artigo em Inglês | MEDLINE | ID: mdl-34741467

RESUMO

Docking studies play a critical role in the current workflow of drug discovery. However, limitations may often arise through factors including inadequate ligand sampling, a lack of protein flexibility, scoring function inadequacies (e.g., due to metals, co-factors, etc.), and difficulty in retaining explicit water molecules. Herein, we present a novel CHARMM-based induced fit docking (CIFDock) workflow that can circumvent these limitations by employing all-atom force fields coupled to enhanced sampling molecular dynamics procedures. Self-guided Langevin dynamics simulations are used to effectively sample relevant ligand conformations, side chain orientations, crystal water positions, and active site residue motion. Protein flexibility is further enhanced by dynamic sampling of side chain orientations using an expandable rotamer library. Steps in the procedure consisting of fixing individual components (e.g., the ligand) while sampling the other components (e.g., the residues in the active site of the protein) allow for the complex to adapt to conformational changes. Ultimately, all components of the complex-the protein, ligand, and waters-are sampled simultaneously and unrestrained with SGLD to capture any induced fit effects. This modular flexible docking procedure is automated using CHARMM scripting, interfaced with SLURM array processing, and parallelized to use the desired number of processors. We validated the CIFDock procedure by performing cross-docking studies using a data set comprised of 21 pharmaceutically relevant proteins. Five variants of the CHARMM-based SWISSDOCK scoring functions were created to quantify the results of the final generated poses. Results obtained were comparable to, or in some cases improved upon, commercial docking program data.


Assuntos
Simulação de Acoplamento Molecular , Proteínas/química , Ligantes , Termodinâmica , Água/química
2.
PLoS Negl Trop Dis ; 10(6): e0004772, 2016 06.
Artigo em Inglês | MEDLINE | ID: mdl-27300294

RESUMO

BACKGROUND: A homologue of the ecdysone receptor has previously been identified in human filarial parasites. As the ecdysone receptor is not found in vertebrates, it and the regulatory pathways it controls represent attractive potential chemotherapeutic targets. METHODOLOGY/ PRINCIPAL FINDINGS: Administration of 20-hydroxyecdysone to gerbils infected with B. malayi infective larvae disrupted their development to adult stage parasites. A stable mammalian cell line was created incorporating the B. malayi ecdysone receptor ligand-binding domain, its heterodimer partner and a secreted luciferase reporter in HEK293 cells. This was employed to screen a series of ecdysone agonist, identifying seven agonists active at sub-micromolar concentrations. A B. malayi ecdysone receptor ligand-binding domain was developed and used to study the ligand-receptor interactions of these agonists. An excellent correlation between the virtual screening results and the screening assay was observed. Based on both of these approaches, steroidal ecdysone agonists and the diacylhydrazine family of compounds were identified as a fruitful source of potential receptor agonists. In further confirmation of the modeling and screening results, Ponasterone A and Muristerone A, two compounds predicted to be strong ecdysone agonists stimulated expulsion of microfilaria and immature stages from adult parasites. CONCLUSIONS: The studies validate the potential of the B. malayi ecdysone receptor as a drug target and provide a means to rapidly evaluate compounds for development of a new class of drugs against the human filarial parasites.


Assuntos
Ecdisona/metabolismo , Ecdisterona/análogos & derivados , Filariose/tratamento farmacológico , Hidrazinas/farmacologia , Receptores de Esteroides/agonistas , Diamino Aminoácidos/administração & dosagem , Animais , Brugia Malayi/efeitos dos fármacos , Brugia Malayi/isolamento & purificação , Descoberta de Drogas , Avaliação Pré-Clínica de Medicamentos , Ecdisterona/química , Ecdisterona/farmacologia , Filariose/parasitologia , Gerbillinae , Células HEK293 , Humanos , Hidrazinas/química , Hidrazinas/isolamento & purificação , Larva/efeitos dos fármacos , Ligantes , Modelos Moleculares , Simulação de Acoplamento Molecular , Receptores de Esteroides/metabolismo
3.
J Med Chem ; 59(9): 4342-51, 2016 05 12.
Artigo em Inglês | MEDLINE | ID: mdl-27058821

RESUMO

CXCL12 is a human chemokine that recognizes the CXCR4 receptor and is involved in immune responses and metastatic cancer. Interactions between CXCL12 and CXCR4 are an important drug target but, like other elongated protein-protein interfaces, present challenges for small molecule ligand discovery due to the relatively shallow and featureless binding surfaces. Calculations using an NMR complex structure revealed a binding hot spot on CXCL12 that normally interacts with the I4/I6 residues from CXCR4. Virtual screening was performed against the NMR model, and subsequent testing has verified the specific binding of multiple docking hits to this site. Together with our previous results targeting two other binding pockets that recognize sulfotyrosine residues (sY12 and sY21) of CXCR4, including a new analog against the sY12 binding site reported herein, we demonstrate that protein-protein interfaces can often possess multiple sites for engineering specific small molecule ligands that provide lead compounds for subsequent optimization by fragment based approaches.


Assuntos
Quimiocina CXCL12/metabolismo , Receptores CXCR4/metabolismo , Sítios de Ligação , Humanos , Ligantes , Espectroscopia de Ressonância Magnética , Estrutura Molecular
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