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1.
Molecules ; 28(20)2023 Oct 19.
Artigo em Inglês | MEDLINE | ID: mdl-37894660

RESUMO

Type 2 diabetes mellitus and diabetic foot ulcers remain serious worldwide health problems. Caffeic acid is one of the natural products that has been experimentally proven to have diverse pharmacological properties. This study aimed to assess the inhibitory activity of caffeic acid and ethanolic extract of spent coffee grounds targeting DPP-4 and MMP-9 enzymes and evaluate the molecular interactions through 50-ns molecular dynamics simulations. This study also introduced our new version of PyPLIF HIPPOS, PyPLIF HIPPOS 0.2.0, which allowed us to identify protein-ligand interaction fingerprints and interaction hotspots resulting from molecular dynamics simulations. Our findings revealed that caffeic acid inhibited the DPP-4 and MMP-9 activity with an IC50 of 158.19 ± 11.30 µM and 88.99 ± 3.35 µM while ethanolic extract of spent coffee grounds exhibited an IC50 of 227.87 ± 23.80 µg/100 µL and 81.24 ± 6.46 µg/100 µL, respectively. Molecular dynamics simulations showed that caffeic acid interacted in the plausible allosteric sites of DPP-4 and in the active site of MMP-9. PyPLIF HIPPOS 0.2.0 identified amino acid residues interacting more than 10% throughout the simulation, which were Lys463 and Trp62 in the plausible allosteric site of DPP-4 and His226 in the active site of MMP-9.


Assuntos
Café , Diabetes Mellitus Tipo 2 , Humanos , Café/química , Metaloproteinase 9 da Matriz , Etanol , Extratos Vegetais/farmacologia
2.
Molecules ; 27(17)2022 Sep 02.
Artigo em Inglês | MEDLINE | ID: mdl-36080428

RESUMO

In this article, the upgrading process of the structure-based virtual screening (SBVS) protocol targeting acetylcholinesterase (AChE) previously published in 2017 is presented. The upgraded version of PyPLIF called PyPLIF HIPPOS and the receptor ensemble docking (RED) method using AutoDock Vina were employed to calculate the ensemble protein-ligand interaction fingerprints (ensPLIF) in a retrospective SBVS campaign targeting AChE. A machine learning technique called recursive partitioning and regression trees (RPART) was then used to optimize the prediction accuracy of the protocol by using the ensPLIF values as the descriptors. The best protocol resulting from this research outperformed the previously published SBVS protocol targeting AChE.


Assuntos
Acetilcolinesterase , Aprendizado de Máquina , Ligantes , Simulação de Acoplamento Molecular , Estudos Retrospectivos
3.
Molecules ; 26(9)2021 Apr 22.
Artigo em Inglês | MEDLINE | ID: mdl-33922338

RESUMO

Identification of molecular determinants of receptor-ligand binding could significantly increase the quality of structure-based virtual screening protocols. In turn, drug design process, especially the fragment-based approaches, could benefit from the knowledge. Retrospective virtual screening campaigns by employing AutoDock Vina followed by protein-ligand interaction fingerprinting (PLIF) identification by using recently published PyPLIF HIPPOS were the main techniques used here. The ligands and decoys datasets from the enhanced version of the database of useful decoys (DUDE) targeting human G protein-coupled receptors (GPCRs) were employed in this research since the mutation data are available and could be used to retrospectively verify the prediction. The results show that the method presented in this article could pinpoint some retrospectively verified molecular determinants. The method is therefore suggested to be employed as a routine in drug design and discovery.


Assuntos
Ligantes , Modelos Moleculares , Receptores Acoplados a Proteínas G/química , Sítios de Ligação , Árvores de Decisões , Descoberta de Drogas/métodos , Humanos , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Ligação Proteica , Conformação Proteica
4.
Med Chem ; 17(5): 442-452, 2021.
Artigo em Inglês | MEDLINE | ID: mdl-31808389

RESUMO

BACKGROUND: Chalcones, originated from natural product, have been broadly studied their biological activity against various proteins which at the molecular level, are responsible for the progress of the diseases in cancer (e.g. kinases), inflammation (oxidoreductases), atherosclerosis (cathepsins receptor), and diabetes (e.g. α-glucosidase). OBJECTIVE: Here we synthesize 10 chalcone derivatives to be evaluated their in vitro enzymatic inhibition activity against acetylcholinesterase (AChE) and butyrylcholinesterase (BChE). METHODS: The synthesis was carried out using Claissen-Schimdt condensation and the in vitro assay was conducted using Ellman Method. RESULTS: Compounds 2b and 4b demonstrated as the best IC50 of 9.3 µM and 68.7 µM respectively, towards AChE and BChE inhibition. Molecular docking studies predicted that this activity might be due to the interaction of the chalcones with important amino acid residues in the binding site of AChE such as SER200 and in that of BChE, such as TRP82, SER198, TRP430, TYR440, LEU286 and VAL288. CONCLUSION: Chalcone can be used as the scaffold for cholinesterase inhibitor, in particularly either fluorine or nitro group to be augmented at the para-position of Ring B, whereas the hydrophobic chain is necessary at the meta-position of Ring B.


Assuntos
Chalconas/química , Inibidores da Colinesterase/química , Acetilcolinesterase/metabolismo , Animais , Butirilcolinesterase/metabolismo , Chalconas/síntese química , Chalconas/metabolismo , Inibidores da Colinesterase/síntese química , Inibidores da Colinesterase/metabolismo , Ensaios Enzimáticos , Humanos , Simulação de Acoplamento Molecular , Estrutura Molecular , Ligação Proteica , Relação Estrutura-Atividade , Torpedo
5.
J Chem Inf Model ; 60(8): 3697-3702, 2020 08 24.
Artigo em Inglês | MEDLINE | ID: mdl-32687350

RESUMO

We describe here our tool named PyPLIF HIPPOS, which was newly developed to analyze the docking results of AutoDock Vina and PLANTS. Its predecessor, PyPLIF (https://github.com/radifar/pyplif), is a molecular interaction fingerprinting tool for the docking results of PLANTS, exclusively. Unlike its predecessor, PyPLIF HIPPOS speeds up the computational times by separating the reference generation and docking analysis. PyPLIF HIPPOS also offers more options compared to PyPLIF. PyPLIF HIPPOS for Linux is stored as the Supporting Information in this application note and can be accessed in GitHub (https://github.com/radifar/PyPLIF-HIPPOS). Additionally, we present here the application of the tool in a retrospective structure-based virtual screening campaign targeting neuraminidase.


Assuntos
Ligantes , Simulação de Acoplamento Molecular , Estudos Retrospectivos
6.
J Chem Inf Model ; 52(12): 3308-24, 2012 Dec 21.
Artigo em Inglês | MEDLINE | ID: mdl-23140085

RESUMO

Virtual fragment screening (VFS) is a promising new method that uses computer models to identify small, fragment-like biologically active molecules as useful starting points for fragment-based drug discovery (FBDD). Training sets of true active and inactive fragment-like molecules to construct and validate target customized VFS methods are however lacking. We have for the first time explored the possibilities and challenges of VFS using molecular fingerprints derived from a unique set of fragment affinity data for the histamine H(3) receptor (H(3)R), a pharmaceutically relevant G protein-coupled receptor (GPCR). Optimized FLAP (Fingerprints of Ligands and Proteins) models containing essential molecular interaction fields that discriminate known H(3)R binders from inactive molecules were successfully used for the identification of new H(3)R ligands. Prospective virtual screening of 156,090 molecules yielded a high hit rate of 62% (18 of the 29 tested) experimentally confirmed novel fragment-like H(3)R ligands that offer new potential starting points for the design of H(3)R targeting drugs. The first construction and application of customized FLAP models for the discovery of fragment-like biologically active molecules demonstrates that VFS is an efficient way to explore protein-fragment interaction space in silico.


Assuntos
Avaliação Pré-Clínica de Medicamentos/métodos , Receptores Histamínicos H3/química , Receptores Histamínicos H3/metabolismo , Interface Usuário-Computador , Biologia Computacional , Bases de Dados de Proteínas , Análise Discriminante , Ligantes , Simulação de Acoplamento Molecular , Conformação Proteica
7.
Bioinformation ; 8(19): 901-6, 2012.
Artigo em Inglês | MEDLINE | ID: mdl-23144548

RESUMO

Eugenol is an essential oil mainly found in the buds and leaves of clove (Syzygium aromaticum (L.) Merrill and Perry), which has been reported to have activity on inhibition of cell proliferation and apoptosis induction in human MCF-7 breast cancer cells. This biological activity is correlated to its activity as an estrogen receptor antagonist. In this article, we present the construction and validation of structure-based virtual screening (SBVS) protocols to identify the potent estrogen receptor α (ER) antagonists. The selected protocol, which gave acceptable enrichment factors as a virtual screening protocol, subsequently used to virtually screen eugenol, its analogs and their dimers. Based on the virtual screening results, dimer eugenol of 4-[4-hydroxy-3-(prop-2-en-1- yl)phenyl]-2-(prop-2-en-1-yl)phenol is recommended to be developed further in order to discover novel and potent ER antagonists.

8.
J Med Chem ; 54(23): 8136-47, 2011 Dec 08.
Artigo em Inglês | MEDLINE | ID: mdl-22003888

RESUMO

The histamine H(4) receptor (H(4)R) is a G protein-coupled receptor (GPCR) that plays an important role in inflammation. Similar to the homologous histamine H(3) receptor (H(3)R), two acidic residues in the H(4)R binding pocket, D(3.32) and E(5.46), act as essential hydrogen bond acceptors of positively ionizable hydrogen bond donors in H(4)R ligands. Given the symmetric distribution of these complementary pharmacophore features in H(4)R and its ligands, different alternative ligand binding mode hypotheses have been proposed. The current study focuses on the elucidation of the molecular determinants of H(4)R-ligand binding modes by combining (3D) quantitative structure-activity relationship (QSAR), protein homology modeling, molecular dynamics simulations, and site-directed mutagenesis studies. We have designed and synthesized a series of clobenpropit (N-(4-chlorobenzyl)-S-[3-(4(5)-imidazolyl)propyl]isothiourea) derivatives to investigate H(4)R-ligand interactions and ligand binding orientations. Interestingly, our studies indicate that clobenpropit (2) itself can bind to H(4)R in two distinct binding modes, while the addition of a cyclohexyl group to the clobenpropit isothiourea moiety allows VUF5228 (5) to adopt only one specific binding mode in the H(4)R binding pocket. Our ligand-steered, experimentally supported protein modeling method gives new insights into ligand recognition by H(4)R and can be used as a general approach to elucidate the structure of protein-ligand complexes.


Assuntos
Antagonistas dos Receptores Histamínicos/química , Imidazóis/química , Modelos Moleculares , Relação Quantitativa Estrutura-Atividade , Receptores Acoplados a Proteínas G/metabolismo , Receptores Histamínicos/metabolismo , Tioureia/análogos & derivados , Linhagem Celular Tumoral , Antagonistas dos Receptores Histamínicos/síntese química , Antagonistas dos Receptores Histamínicos/farmacologia , Humanos , Interações Hidrofóbicas e Hidrofílicas , Imidazóis/síntese química , Imidazóis/farmacologia , Ligantes , Conformação Molecular , Simulação de Dinâmica Molecular , Mutagênese Sítio-Dirigida , Receptores Acoplados a Proteínas G/genética , Receptores Histamínicos/genética , Receptores Histamínicos H3/genética , Receptores Histamínicos H3/metabolismo , Receptores Histamínicos H4 , Estereoisomerismo , Tioureia/síntese química , Tioureia/química , Tioureia/farmacologia
9.
J Med Chem ; 54(6): 1693-703, 2011 Mar 24.
Artigo em Inglês | MEDLINE | ID: mdl-21348462

RESUMO

The histamine H(3) (H(3)R) and H(4) (H(4)R) receptors attract considerable interest from the medicinal chemistry community. Given their relatively high homology yet widely differing therapeutic promises, ligand selectivity for the two receptors is crucial. We interrogated H(4)R/H(3)R selectivities using ligands with a [1,2,3]triazole core. Cu(I)-assisted "click chemistry" was used to assemble diverse [1,2,3]triazole compounds (6a-w and 7a-f), many containing a peripheral imidazole group. The imidazole ring posed some problems in the click chemistry putatively due to Cu(II) coordination, but Boc protection of the imidazole and removal of oxygen from the reaction mixture provided effective strategies. Pharmacological studies revealed two monosubstituted imidazoles (6h,p) with <10 nM H(4)R affinities and >10-fold H(4)R/H(3)R selectivity. Both compounds possess a cycloalkylmethyl group and appear to target a lipophilic pocket in H(4)R with high steric precision. The use of the [1,2,3]triazole scaffold is further demonstrated by the notion that simple changes in spacer length or peripheral groups can reverse the selectivity toward H(3)R. Computational evidence is provided to account for two key selectivity switches and to pinpoint a lipophilic pocket as an important handle for H(4)R over H(3)R selectivity.


Assuntos
Receptores Acoplados a Proteínas G/metabolismo , Receptores Histamínicos H3/metabolismo , Receptores Histamínicos/metabolismo , Triazóis/síntese química , Alcinos/síntese química , Alcinos/química , Azidas/síntese química , Azidas/química , Química Click , Células HEK293 , Humanos , Imidazóis/síntese química , Imidazóis/química , Imidazóis/farmacologia , Ligantes , Modelos Moleculares , Ensaio Radioligante , Receptores Histamínicos H4 , Relação Estrutura-Atividade , Triazóis/química , Triazóis/farmacologia
10.
Curr Top Med Chem ; 11(6): 661-79, 2011.
Artigo em Inglês | MEDLINE | ID: mdl-21261593

RESUMO

The deorphanization of the histamine H4 receptor (H4R) has led to a significant number of scientific publications and patent applications. Whereas some histamine H1, H2 and H3 receptor ligands were found to have significant affinity for H4R, several agonists and antagonists with high affinity for H4R and selectivity over the other histamine receptors were successfully designed and synthesized. Moreover, site-directed mutation studies on H4R have been performed and reveal detailed information on receptor-ligand interactions. This review will focus on the most important H4R ligand scaffolds and their structure-activity relationships and selectivity over other histamine receptors and specific H4R functional activity. Experimental data are used to construct and validate high resolution three-dimensional receptor-ligand models and, vice versa, in silico models are used to design and rationalize experimental studies to probe receptor-ligand interactions.


Assuntos
Agonistas dos Receptores Histamínicos/farmacologia , Antagonistas dos Receptores Histamínicos/farmacologia , Receptores Acoplados a Proteínas G/agonistas , Receptores Acoplados a Proteínas G/antagonistas & inibidores , Sítios de Ligação/efeitos dos fármacos , Agonistas dos Receptores Histamínicos/química , Antagonistas dos Receptores Histamínicos/química , Humanos , Receptores Acoplados a Proteínas G/química , Receptores Histamínicos/química , Receptores Histamínicos H4 , Relação Estrutura-Atividade
11.
J Med Chem ; 53(6): 2390-400, 2010 Mar 25.
Artigo em Inglês | MEDLINE | ID: mdl-20192225

RESUMO

Hit optimization of the class of quinazoline containing histamine H(4) receptor (H(4)R) ligands resulted in a sulfonamide substituted analogue with high affinity for the H(4)R. This moiety leads to improved physicochemical properties and is believed to probe a distinct H(4)R binding pocket that was previously identified using pharmacophore modeling. By introducing a variety of sulfonamide substituents, the H(4)R affinity was optimized. The interaction of the new ligands, in combination with a set of previously published quinazoline compounds, was described by a QSAR equation. Pharmacological studies revealed that the sulfonamide analogues have excellent H(4)R affinity and behave as inverse agonists at the human H(4)R. In vivo evaluation of the potent 2-(6-chloro-2-(4-methylpiperazin-1-yl)quinazoline-4-amino)-N-phenylethanesulfonamide (54) (pK(i) = 8.31 +/- 0.10) revealed it to have anti-inflammatory activity in an animal model of acute inflammation.


Assuntos
Relação Quantitativa Estrutura-Atividade , Receptores Acoplados a Proteínas G/agonistas , Sulfonamidas/síntese química , Sulfonamidas/farmacologia , Animais , Anti-Inflamatórios/síntese química , Anti-Inflamatórios/química , Anti-Inflamatórios/farmacologia , Ligação Competitiva , Carragenina , Edema/induzido quimicamente , Edema/prevenção & controle , Humanos , Cinética , Modelos Químicos , Estrutura Molecular , Quinazolinas/síntese química , Quinazolinas/química , Quinazolinas/farmacologia , Ratos , Receptores Acoplados a Proteínas G/metabolismo , Receptores Histamínicos/metabolismo , Receptores Histamínicos H4 , Sulfonamidas/química
12.
Mol Pharmacol ; 77(5): 734-43, 2010 May.
Artigo em Inglês | MEDLINE | ID: mdl-20103609

RESUMO

The histamine H(4) receptor (H(4)R) is the latest identified histamine receptor to emerge as a potential drug target for inflammatory diseases. Animal models are employed to validate this potential drug target. Concomitantly, various H(4)R orthologs have been cloned, including the human, mouse, rat, guinea pig, monkey, pig, and dog H(4)Rs. In this article, we expressed all these H(4)R orthologs in human embryonic kidney 293T cells and compared their interactions with currently used standard H(4)R ligands, including the H(4)R agonists histamine, 4-methylhistamine, guanidinylethyl isothiourea (VUF 8430), the H(4)R antagonists 1-[(5-chloro-1H-indol-2-yl)carbonyl]-4-methylpiperazine (JNJ 7777120) and [(5-chloro-1H-benzimidazol-2-yl)carbonyl]-4-methylpiperazine (VUF 6002), and the inverse H(4)R agonist thioperamide. Most of the evaluated ligands display significantly different affinities at the different H(4)R orthologs. These "natural mutants" of H(4)R were used to study ligand-receptor interactions by using chimeric human-pig-human and pig-human-pig H(4)R proteins and site-directed mutagenesis. Our results are a useful reference for ligand selection for studies in animal models of diseases and offer new insights in the understanding of H(4)R-ligand receptor interactions.


Assuntos
Receptores Acoplados a Proteínas G/genética , Receptores Histamínicos/genética , Sequência de Aminoácidos , Animais , Células COS , Linhagem Celular , Chlorocebus aethiops , DNA Complementar/genética , Cães , Variação Genética , Cobaias , Haplorrinos , Histamina/metabolismo , Camundongos , Dados de Sequência Molecular , Mutagênese Sítio-Dirigida , Plasmídeos , Ratos , Receptores Acoplados a Proteínas G/metabolismo , Receptores Histamínicos/metabolismo , Receptores Histamínicos H4 , Alinhamento de Sequência , Homologia de Sequência de Aminoácidos , Especificidade da Espécie , Transfecção
13.
Bioorg Med Chem ; 17(11): 3987-94, 2009 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-19414267

RESUMO

Previous studies have demonstrated that clobenpropit (N-(4-chlorobenzyl)-S-[3-(4(5)-imidazolyl)propyl]isothiourea) binds to both the human histamine H(3) receptor (H(3)R) and H(4) receptor (H(4)R). In this paper, we describe the synthesis and pharmacological characterization of a series of clobenpropit analogs, which vary in the functional group adjacent to the isothiourea moiety in order to study structural requirements for H(3)R and H(4)R ligands. The compounds show moderate to high affinity for both the human H(3)R and H(4)R. Furthermore, the changes in the functional group attached to the isothiourea moiety modulate the intrinsic activity of the ligands at the H(4)R, ranging from neutral antagonism to full agonism. QSAR models have been generated in order to explain the H(3)R and H(4)R affinities.


Assuntos
Antagonistas dos Receptores Histamínicos H3/química , Imidazóis/síntese química , Imidazóis/farmacologia , Relação Quantitativa Estrutura-Atividade , Receptores Acoplados a Proteínas G/química , Receptores Histamínicos H3/química , Receptores Histamínicos/química , Tioureia/análogos & derivados , Antagonistas dos Receptores Histamínicos H3/farmacologia , Humanos , Imidazóis/química , Ligantes , Masculino , Estrutura Molecular , Ligação Proteica/efeitos dos fármacos , Receptores Histamínicos H4 , Tioureia/síntese química , Tioureia/química , Tioureia/farmacologia
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