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1.
ACS Omega ; 9(25): 27071-27084, 2024 Jun 25.
Artigo em Inglês | MEDLINE | ID: mdl-38947787

RESUMO

Here, the antioxidant potency of a binuclear Bi(III) complex {[Bi2(µ-ox)(dipic)2(H2O)2 (taa)2].H2O, where ox2- = oxalato, dipic2- = pyridine 2,6-dicarboxylato, and taa = thiourea} was evaluated using the •DPPH assay. It was demonstrated that the Bi complex exhibited a high ability to inhibit DPPH free radicals. The binding mechanism of the complex with bovine liver catalase (BLC) was also investigated, revealing structural and activity changes in the enzyme in the presence of the complex. The catalase activity in the decomposition of hydrogen peroxide increased in the presence of the Bi complex, reaching 39.8% higher than its initial activity at a concentration of 7.77 × 10-6 M. The complex exhibited a relatively high affinity for BLC, with K b values of 3.98, 0.13, and 0.09 × 105 M-1 at 303, 310, and 317 K, respectively. The mechanisms involved in the interaction were hydrogen bonding and van der Waals interactions, as validated through molecular docking simulations. Synchronous fluorescence showed that tryptophan was more affected by enzyme-complex interactions than tyrosine. In addition, a cell viability test using the MTT method revealed that at its highest concentration, the Bi complex caused a decrease in the number of cells below 50% compared to the control, while cisplatin showed negative effects at all concentrations. These findings suggest that the Bi complex has the potential to be developed as a promising candidate for BLC-related therapeutic target therapy.

2.
Anticancer Agents Med Chem ; 24(13): 1016-1028, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38685808

RESUMO

BACKGROUND: Although tamoxifen (TMX) belongs to selective estrogen receptor modulators (SERMs) and selectively binds to estrogen receptors, it affects other estrogen-producing tissues due to passive diffusion and non-differentiation of normal and cancerous cells and leads to side effects. METHODS: The problems expressed about tamoxifen (TMX) encouraged us to design a new drug delivery system based on magnetic nanoparticles (MNPs) to simultaneously target two receptors on cancer cells through folic acid (FA) and hyaluronic acid (HA) groups. The mediator of binding of two targeting agents to MNPs is a polymer linker, including dopamine, polyethylene glycol, and terminal amine (DPN). RESULTS: Zeta potential, dynamic light scattering (DLS), and Field emission scanning electron microscopy (FESEM) methods confirmed that MNPs-DPN-HA-FA has a suitable size of ~105 nm and a surface charge of -41 mV, and therefore, it can be a suitable option for carrying TMX and increasing its solubility. The cytotoxic test showed that the highest concentration of MNPs-DPN-HA-FA-TMX decreased cell viability to about 11% after 72 h of exposure compared to the control. While the protective effect of modified MNPs on normal cells was evident, unlike tamoxifen, the survival rate of liver cells, even after 180 min of treatment, was not significantly different from the control group. The protective effect of MNPs was also confirmed by examining the amount of malondialdehyde, and no significant difference was observed in the amount of lipid peroxidation caused by modified MNPs compared to the control. Flow cytometry proved that TMX loaded onto modified MNPs can induce apoptosis by targeting the overexpressed receptors on cancer cells. Real-time PCR showed that the modified MNPs activated the intrinsic and extrinsic mitochondrial pathways of apoptosis, so the Bak1/Bclx ratio for MNPs-DPN-HAFA- TMX and free TMX was 70.82 and 0.38, respectively. Also, the expression of the caspase-3 gene increased 430 times compared to the control. On the other hand, only TNF gene expression, which is responsible for metastasis in some tumors, was decreased by both free TMX and MNPs-DPN-HA-FA-TMX. Finally, molecular docking proved that MNPs-DPN-HA-FA-TMX could provide a very stable interaction with both CD44 and folate receptors, induce apoptosis in cancer cells, and reduce hepatotoxicity. CONCLUSION: All the results showed that MNPs-DPN-HA-FA-TMX can show good affinity to cancer cells using targeting agents and induce apoptosis in metastatic breast ductal carcinoma T-47D cell lines. Also, the protective effects of MNPs on hepatocytes are quite evident, and they can reduce the side effects of TMX.


Assuntos
Apoptose , Sobrevivência Celular , Ensaios de Seleção de Medicamentos Antitumorais , Tamoxifeno , Tamoxifeno/farmacologia , Tamoxifeno/química , Humanos , Apoptose/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Estrutura Molecular , Sistemas de Liberação de Medicamentos , Relação Dose-Resposta a Droga , Proliferação de Células/efeitos dos fármacos , Relação Estrutura-Atividade , Nanopartículas de Magnetita/química , Antineoplásicos Hormonais/farmacologia , Antineoplásicos Hormonais/química , Ácido Fólico/química , Ácido Fólico/farmacologia , Tamanho da Partícula , Ácido Hialurônico/química , Ácido Hialurônico/farmacologia , Células Hep G2 , Fígado/efeitos dos fármacos , Fígado/metabolismo , Fígado/patologia
3.
BMC Chem ; 18(1): 73, 2024 Apr 13.
Artigo em Inglês | MEDLINE | ID: mdl-38615023

RESUMO

Cyclin-dependent kinase 8 (CDK8) has emerged as a promising target for inhibiting cancer cell function, intensifying efforts towards the development of CDK8 inhibitors as potential cancer therapeutics. Mutations in CDK8, a protein kinase, are also implicated as a primary factor associated with tumor formation. In this study, we identified potential inhibitors through virtual screening for CDK8 and single amino acid mutations in CDK8, namely D173A (Aspartate 173 mutate to Alanine), D189N (Aspartate 189 mutate to Asparagine), T196A (Threonine 196 mutate to Alanine) and T196D (Threonine 196 mutate to Aspartate). Four databases (CHEMBEL, ZINC, MCULE, and MolPort) containing 65,209,131 molecules have been searched to identify new inhibitors for CDK8 and its single mutations. In the first step, structure-based pharmacophore modeling in the Pharmit server was used to select the compounds to know the inhibitors. Then molecules with better predicted drug-like molecule properties were selected. The final filter used to select more effective inhibitors among the previously selected molecules was molecular docking. Finally, 13 hits for CDK8, 11 hits for D173A, 11 hits for D189N, 15 hits for T196A, and 12 hits for T196D were considered potential inhibitors. A majority of the virtual screening hits exhibited satisfactorily predict pharmacokinetic characteristics and toxicity properties.

4.
BMC Chem ; 17(1): 70, 2023 Jul 06.
Artigo em Inglês | MEDLINE | ID: mdl-37415191

RESUMO

Lactate dehydrogenase (LDH) is a tetramer enzyme that converts pyruvate to lactate reversibly. This enzyme becomes important because it is associated with diseases such as cancers, heart disease, liver problems, and most importantly, corona disease. As a system-based method, proteochemometrics does not require knowledge of the protein's three-dimensional structure, but rather depends on the amino acid sequence and protein descriptors. Here, we applied this methodology to model a set of LDHA and LDHB isoenzyme inhibitors. To implement the proteochemetrics method, the camb package in the R Studio Server programming environment was used. The activity of 312 compounds of LDHA and LDHB isoenzyme inhibitors from the valid Binding DB database was retrieved. The proteochemometrics method was applied to three machine learning algorithms gradient amplification model, random forest, and support vector machine as regression methods to find the best model. Through the combination of different models into an ensemble (greedy and stacking optimization), we explored the possibility of improving the performance of models. For the RF best ensemble model of inhibitors of LDHA and LDHB isoenzymes, and were 0.66 and 0.62, respectively. LDH inhibitory activation is influenced by Morgan fingerprints and topological structure descriptors.

5.
BMC Chem ; 17(1): 32, 2023 Apr 07.
Artigo em Inglês | MEDLINE | ID: mdl-37024955

RESUMO

The 3C-like protease (3CLpro), known as the main protease of SARS-COV, plays a vital role in the viral replication cycle and is a critical target for the development of SARS inhibitor. Comparative sequence analysis has shown that the 3CLpro of two coronaviruses, SARS-CoV-2 and SARS-CoV, show high structural similarity, and several common features are shared among the substrates of 3CLpro in different coronaviruses. The goal of this study is the development of validated QSAR models by CORAL software and Monte Carlo optimization to predict the inhibitory activity of 81 isatin and indole-based compounds against SARS CoV 3CLpro. The models were built using a newer objective function optimization of this software, known as the index of ideality correlation (IIC), which provides favorable results. The entire set of molecules was randomly divided into four sets including: active training, passive training, calibration and validation sets. The optimal descriptors were selected from the hybrid model by combining SMILES and hydrogen suppressed graph (HSG) based on the objective function. According to the model interpretation results, eight synthesized compounds were extracted and introduced from the ChEMBL database as good SARS CoV 3CLpro inhibitor. Also, the activity of the introduced molecules further was supported by docking studies using 3CLpro of both SARS-COV-1 and SARS-COV-2. Based on the results of ADMET and OPE study, compounds CHEMBL4458417 and CHEMBL4565907 both containing an indole scaffold with the positive values of drug-likeness and the highest drug-score can be introduced as selected leads.

6.
Curr Radiopharm ; 15(4): 271-319, 2022.
Artigo em Inglês | MEDLINE | ID: mdl-36045539

RESUMO

There has been impressive growth in the use of radiopharmaceuticals for therapy, selective toxic payload delivery, and noninvasive diagnostic imaging of disease. The increasing timeframes and costs involved in the discovery and development of new radiopharmaceuticals have driven the development of more efficient strategies for this process. Computer-Aided Drug Design (CADD) methods and Machine Learning (ML) have become more effective over the last two decades for drug and materials discovery and optimization. They are now fast, flexible, and sufficiently accurate to accelerate the discovery of new molecules and materials. Radiopharmaceuticals have also started to benefit from rapid developments in computational methods. Here, we review the types of computational molecular design techniques that have been used for radiopharmaceuticals design. We also provide a thorough examination of success stories in the design of radiopharmaceuticals, and the strengths and weaknesses of the computational methods. We begin by providing a brief overview of therapeutic and diagnostic radiopharmaceuticals and the steps involved in radiopharmaceuticals design and development. We then review the computational design methods used in radiopharmaceutical studies, including molecular mechanics, quantum mechanics, molecular dynamics, molecular docking, pharmacophore modelling, and datadriven ML. Finally, the difficulties and opportunities presented by radiopharmaceutical modelling are highlighted. The review emphasizes the potential of computational design methods to accelerate the production of these very useful clinical radiopharmaceutical agents and aims to raise awareness among radiopharmaceutical researchers about computational modelling and simulation methods that can be of benefit to this field.


Assuntos
Descoberta de Drogas , Compostos Radiofarmacêuticos , Simulação de Acoplamento Molecular , Desenho de Fármacos , Simulação por Computador
7.
Mol Divers ; 26(3): 1545-1555, 2022 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-34417716

RESUMO

Herein, the synthesis, structure, binding affinity, cytotoxicity, and apoptotic properties of the new Zn(II) complex composed of folic acid and bipyridine ligands are reported. Because folic acid has the ability to target cancer cells directly, so it can play a role in targeted drug delivery of the complex and be useful to distinguish normal cells from cancerous. After characterization of Zinc complex utilizing FTIR, EA, and NMR, the results of MTT assay were shown that viability levels of two FR-positive cell lines (HeLa and Ovcar-3) are dependent on time and concentration of [Zn(bpy)FA], whereas, did not show a significant effect on FR-negative cell lines (A549). Also, Real-time PCR revealed that the presence of FA can influence the expression of apoptosis in cervical carcinoma HeLa cells while cisplatin alone doesn't have the ability to trigger apoptosis. Furthermore, the experimental results were evaluated using pharmacophore modeling and molecular docking analysis. Finally, the stability of the Zn(II) complex was surveyed using quantum mechanical studies.


Assuntos
Neoplasias Ovarianas , Neoplasias do Colo do Útero , Apoptose , Linhagem Celular Tumoral , Feminino , Ácido Fólico/química , Ácido Fólico/metabolismo , Ácido Fólico/farmacologia , Células HeLa , Humanos , Simulação de Acoplamento Molecular , Neoplasias Ovarianas/tratamento farmacológico , Neoplasias do Colo do Útero/tratamento farmacológico , Zinco/química
8.
J Recept Signal Transduct Res ; 41(1): 59-66, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-32611220

RESUMO

Stability constants prediction plays a critical role in the identification and optimization of ligand design for selective complexation of metal ions in solution. Thus, it is important to assess the potential of metal-binding ligand organic in the complex formation process. However, quantitative structure-activity/property relationships (QSAR/QSPR) provide a time-and cost-efficient approach to predict the stability constants of compounds. To this end, we applied a free alignment three-dimensional QSPR technique by generating GRid-INdependent Descriptors (GRINDs) to rationalize the underlying factors effecting on stability constants of transition metals; 105 (Y3+), 186 (La3+), and 66 (UO2 2+) with diverse organic ligands in aqueous solutions at 298 K and an ionic strength of 0.1 M. Kennard- Stone algorithm was employed to split data set to a training set of 75% molecules and a test set of 25% molecules. Fractional factorial design (FFD) and genetic algorithm (GA) applied to derive the most relevant and optimal 3 D molecular descriptors. The selected descriptors using various feature selection were correlated with stability constants by partial least squares (PLS). GA-PLS models were statistically validated ( R 2 = 0.96, q2 = 0.82 and R2 pred=0.81 for Y3+; R 2 = 0.90, q2 = 0.73 and R2 pred=0.82 for La3+ and R 2 = 0.95, q2 = 0.81 and R2 pred=0.88 for UO2 2+), and from the information derived from the graphical results confirmed that hydrogen bonding properties, shape, size, and steric effects are the main parameters influencing stability constant of metal complexation. The provided information in this research can predict the stability constant of the new organic ligand with the transition metals without experimental processes.


Assuntos
Complexos de Coordenação/química , Lantânio/química , Compostos de Urânio/química , Ítrio/química , Algoritmos , Ligação de Hidrogênio , Ligantes , Modelos Moleculares , Compostos Orgânicos/química , Relação Quantitativa Estrutura-Atividade
9.
J Biomol Struct Dyn ; 39(14): 5117-5128, 2021 09.
Artigo em Inglês | MEDLINE | ID: mdl-32705934

RESUMO

The synthesis, characterization, antioxidant activity and ß-LG interaction of two Zn(II) complexes formulated as [(N-N)Zn(µ-pr-dtc)Zn(N-N)](NO3)2] (where pr-dtc is propylenbisdithiocarbamate, N-N are 2,2'-bipyridine for complex a, and 1,10 phenanthroline for complex b) were reported. The in vitro antioxidant activity of the Zn complexes was evaluated against 1,1-diphenyl-2-picrylhydrazyl radicals (DPPH). Both complexes presented moderate antioxidant activity (IC50 = 231.0 ± 5.7 mg L-1 for complex a and 250.0 ± 6.1 mg L-1 for complex b). Fluorescence studies showed that the intrinsic fluorescence of ß-LG was statically quenched by the prepared complexes mainly through Van der Waals interaction and hydrogen bond. The fluorescence results showed that the above complexes could bind with ß-LG with a relatively strong affinity (complex a:Kb(27 °C) = 0.16 × 104 M-1, Kb(37 °C) = 0.06 × 104 M-1, complex b:Kb(27 °C) = 1.94 × 104 M-1, Kb(37 °C) = 0.11 × 104 M-1). The secondary structure of ß-LG was changed in the presence of these Zn complexes and the decrease in α-helix (0.41% and 0.55% for complex a and complex b, respectively) and ß-sheet (1.19% and 1.44% for complex a and complex b, respectively) contents confirmed the protein instability during the interaction. Molecular dynamics simulation was used during the preparation of the protein receptor before docking to find the best fit of the complexes to ß-LG. Some details about molecular docking simulations describe Van der Waals interactions and hydrogen bonding, and this is in agreement with the thermodynamics data derived from fluorescence spectroscopy experiment.Communicated by Ramaswamy H. Sarma.


Assuntos
Lactoglobulinas , Zinco , Lactoglobulinas/metabolismo , Simulação de Acoplamento Molecular , Ligação Proteica , Espectrometria de Fluorescência , Termodinâmica
10.
J Recept Signal Transduct Res ; 39(5-6): 442-450, 2019.
Artigo em Inglês | MEDLINE | ID: mdl-31766932

RESUMO

The control of permeation is vital not only for the topical application of lotions, creams, and ointments but also for the toxicological and risk assessment of materials from environmental and occupational hazards. To understand the effects of physicochemical properties of a variety of 211 compounds on skin permeability, we developed a three-dimensional quantitative structure-property relationship (3 D-QSPR) model. Alignment free GRid-INdependent Descriptors (GRINDs), which were derived from molecular interaction fields (MIFs) contributed to the regression models. Kennard-Stone algorithm was employed to split data set to a training set of 159 molecules and a test set of 52 molecules. Fractional factorial design (FFD), genetic algorithm (GA) and successive projection algorithm (SPA) were applied to select the most relevant 3 D molecular descriptors. The descriptors selected using various feature selection were correlated with skin permeability constants by partial least squares (PLS) and support vector machine (SVM). SPA-SVM model gave prominent statistical values with the correlation coefficient of [Formula: see text]= 0.96, Q2= 0.73 and R2pred=0.76. According to the analysis results, the hydrogen bonding donor and acceptor properties of the investigated compounds can influence the penetration into the human skin. Furthermore, it was found that permeability was enhanced by increasing the hydrophobicity and was diminished by increasing the molecular weight. In addition, the presence of hydrophobic groups in the target molecule, as well as their shape and position, can affect the skin permeability.


Assuntos
Substâncias Perigosas/química , Permeabilidade/efeitos dos fármacos , Relação Quantitativa Estrutura-Atividade , Pele/efeitos dos fármacos , Algoritmos , Química Computacional , Ecotoxicologia , Substâncias Perigosas/toxicidade , Humanos , Ligação de Hidrogênio/efeitos dos fármacos , Medição de Risco , Pele/química , Máquina de Vetores de Suporte
11.
J Biomol Struct Dyn ; 37(7): 1800-1812, 2019 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29695192

RESUMO

Acetylcholinesterase is a critical enzyme that regulates neurotransmission by catalyzing the breakdown of neurotransmitter acetylcholine in synapses of the nervous system. It is an important target for therapeutic drugs that treat Alzheimer's disease. Since, the degree of flexibility of the side chains of the residues in the active-site gorge of Acetylcholinesterase is diverse it results in different bound ligand conformations. The side-chain conformations of Ser293, Tyr341, Leu76, and Val73 are flexible, while the side-chain conformations of Tyr72, Tyr 124, Ser125, Phe295, and Arg296 appear to be fixed. In this study, multi-conformation dynamic pharmacophore models from the donepezyl-binding pocket based on highly populated structures chosen from molecular dynamics simulations were used for screening compounds that can properly bind acetylcholinesterase. Based on these structures, three pharmacophore models were generated. Consequently, 14 hits were retrieved as final candidates by utilizing virtual screening of ZINC database and molecular docking.


Assuntos
Acetilcolinesterase/química , Inibidores da Colinesterase/química , Simulação de Acoplamento Molecular , Simulação de Dinâmica Molecular , Sítios de Ligação , Domínio Catalítico , Inibidores da Colinesterase/farmacologia , Humanos , Ligação de Hidrogênio , Ligantes , Estrutura Molecular , Ligação Proteica , Relação Estrutura-Atividade
12.
J Biomol Struct Dyn ; 37(8): 2072-2085, 2019 May.
Artigo em Inglês | MEDLINE | ID: mdl-29768984

RESUMO

In this study, a new lanthanum (III)-amino acid complex utilizing cysteine has been synthesized and characterized. The anticancer activities of the prepared La(III) complex against MCF-7 cell lines were studied. Results of MTT assay showed that at all three incubation times, the cytotoxic effect of prepared La(III) complex on MCF-7 breast cancer cell lines displays a time- and dose-dependent inhibitory effects. The interactions of the La(III) complex with two whey proteins (bovine serum albumin, BSA, and Bovine ß-lactoglobulin, ßLG) have been explored by using spectroscopic and molecular dicking methods. The obtained results indicated that La(III) complex strongly quenched the fluorescence of two carrier proteins in static quenching mode and also, BSA hah stronger binding affinity toward studied complex than ßLG whit binding constant values of KBSA-La Complex ∼ 0.11 × 104 M-1 and KßLG-La Complex ∼ 0.63 × 103 M-1 at 300 K. The thermodynamic parameters revealed the contribution of hydrogen bond and Vander Waals interactions in both systems. The distances of the La(III) complex whit whey proteins were calculated using Förster energy transfer theory and proved existence of the energy transfer between two proteins and prepared La(III) complex with a high probability. FT-IR and UV-Vis absorption measurements indicated that the binding of the La(III) to BSA and ßLG may induce conformational and micro-environmental changes of the proteins. The docking results indicate that the La(III) complex bind to residues located in the site II of BSA and second site of ßLG. Communicated by Ramaswamy H. Sarma.


Assuntos
Antineoplásicos/química , Antineoplásicos/farmacologia , Lantânio/farmacologia , Proteínas do Soro do Leite/química , Animais , Antineoplásicos/farmacocinética , Sítios de Ligação , Proteínas de Transporte/química , Bovinos , Morte Celular/efeitos dos fármacos , Simulação por Computador , Transferência Ressonante de Energia de Fluorescência , Humanos , Concentração de Íons de Hidrogênio , Ibuprofeno/química , Lactoglobulinas/química , Lantânio/química , Lantânio/farmacocinética , Células MCF-7 , Conformação Molecular , Simulação de Acoplamento Molecular , Estrutura Secundária de Proteína , Soroalbumina Bovina/química , Espectrometria de Fluorescência , Espectrofotometria Ultravioleta , Termodinâmica , Varfarina/química
13.
Colloids Surf B Biointerfaces ; 171: 150-158, 2018 Nov 01.
Artigo em Inglês | MEDLINE | ID: mdl-30025377

RESUMO

Hyaluronic acid (HA) is increasingly investigated for biomedical applications such as regenerative medicine, aesthetic medicine, and drug delivery. Accordingly, conjugation of HA to PEGylated MNPs could increase the active targeting ability of nano-drug carriers toward CD44 receptors and be useful in a clinical setting such as drug delivery. So, we chemically conjugated mitoxantrone (MTX) to HA-PEGylated MNPs to use concurrent advantages such as prolong the circulation time, decrease the side effects and delivery toward special tumor cells. Size of the Fe3O4-DPA-PEG-HA-MTX NPs was determined ∼200 nm utilizing FESEM and DLS. Stability analysis confirmed that prepared MNPs were stable in physiological conditions even after 8 days and only 47.3% of MTX was liberated from nanocarriers, in the event that, acidic condition and also presence of protease enzyme accelerated the amount of MTX release to 100% after 8 days of incubation. The in vitro cytotoxicity analysis by MTT assay revealed that viable cell numbers were reduced by 32% when MTX-HA-MNPs were applied against MDA-MB-231 cell lines, while they showed significant decreased cellular cytotoxic effects on cell viability in the MCF-7 cell lines which express lower levels of CD44 receptor at the cell surface. Also, results of flow cytometry analysis following 24 h exposure confirmed that MTX-HA-MNPs have significant induction of apoptosis in MDA-MB-231 cell lines (70.3%) which contains high levels of CD44 expression, whereas there was little effect on the induction of apoptosis in MCF-7 cell lines (5%). The obtained binding models through molecular docking simulation related to each single moieties of prepared MNPs clearly confirmed that MTX-HA-MNPs can easily be bonded to the CD44 receptor with more affinity value in comparison to HA ligand, and so conjugation of HA to MNPs can be a good way for MTX delivery toward special tumor cells or tissues.


Assuntos
Antineoplásicos/administração & dosagem , Neoplasias da Mama/tratamento farmacológico , Sistemas de Liberação de Medicamentos , Receptores de Hialuronatos/metabolismo , Ácido Hialurônico/química , Nanopartículas de Magnetita/química , Mitoxantrona/administração & dosagem , Antineoplásicos/química , Antineoplásicos/farmacologia , Neoplasias da Mama/metabolismo , Neoplasias da Mama/patologia , Proliferação de Células/efeitos dos fármacos , Sobrevivência Celular/efeitos dos fármacos , Relação Dose-Resposta a Droga , Portadores de Fármacos , Feminino , Humanos , Células MCF-7 , Mitoxantrona/química , Mitoxantrona/farmacologia , Simulação de Acoplamento Molecular , Estrutura Molecular , Relação Estrutura-Atividade
14.
J Recept Signal Transduct Res ; 38(2): 151-165, 2018 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-29623756

RESUMO

Pathogenic Gram-negative bacteria are responsible for nearly half of the serious human infections. Hologram quantitative structure-activity relationships (HQSAR), comparative molecular field analysis (CoMFA), and comparative molecular similarity index analysis (CoMSIA) were implemented on a group of 32 of potent Gram-negative LpxC inhibitors. The most effective HQSAR model was obtained using atoms, bonds, donor, and acceptor as fragment distinction. The cross-validated correlation coefficient (q2), non-cross-validated correlation coefficient (r2), and predictive correlation coefficient (r2Pred) for test set of HQSAR model were 0.937, 0.993, and 0.892, respectively. The generated models were found to be statistically significant as the CoMFA model had (r2 = 0.967, q2 = 0.804, r2Pred = 0.827); the CoMSIA model had (r2 = 0.963, q2 = 0.752, r2Pred = 0.857). Molecular docking was employed to validate the results of the HQSAR, CoMFA, and CoMSIA models. Based on the obtained information, six new LpxC inhibitors have been designed.


Assuntos
Inibidores Enzimáticos/farmacologia , Bactérias Gram-Negativas/efeitos dos fármacos , Simulação de Acoplamento Molecular , Relação Quantitativa Estrutura-Atividade , Amidoidrolases/antagonistas & inibidores , Amidoidrolases/metabolismo , Antibacterianos/química , Antibacterianos/farmacologia , Inibidores Enzimáticos/farmacocinética , Concentração Inibidora 50 , Termodinâmica
15.
Int J Biol Macromol ; 109: 576-588, 2018 Apr 01.
Artigo em Inglês | MEDLINE | ID: mdl-29275203

RESUMO

Isoxsuprine hydrochloride (ISO) and levothyroxine (LEV) are medicines which can be utilized alone or simultaneously by pregnant women. The purpose of this work is to investigate the separate and simultaneous interaction of ISO and LEV with ß-LG. The results showed that both drugs can bind to ß-LG; the static quenching was suggested for fluorescence quenching mechanism of ß-LG.The values of binding constants (Kß-LG-ISO = 2.69 × 104 M-1, Kß-LG-LEV = 0.54 × 103 M-1 and Kß-LG-ISO-LEV = 2.18 × 103 M-1 at 310 K) suggested that ISO has stronger binding affinity toward ß-LG than LEV and affinity of ß-LG to LEV is increased in the presence of ISO while the presence of LEV has no significant effect on the affinity of protein to ISO. Thermodynamic parameters showed that the binding of LEV to ß-LG are hydrogen bonding and Van der Waals forces but the formation of ß-LG-ISO is hydrophobic associations. The results of FT-IR and UV-visible measurements indicated that the binding of both drugs to ß-LG may induce conformational changes of protein. In silico molecular docking analyses confirmed that ISO and LEV binds to residues located at site I and site II of ß-LG, respectively.


Assuntos
Isoxsuprina/química , Isoxsuprina/metabolismo , Lactoglobulinas/química , Lactoglobulinas/metabolismo , Leite , Tiroxina/química , Tiroxina/metabolismo , Animais , Sítios de Ligação , Modelos Moleculares , Conformação Molecular , Estrutura Molecular , Ligação Proteica , Espectroscopia de Infravermelho com Transformada de Fourier , Análise Espectral , Termodinâmica
16.
J Recept Signal Transduct Res ; 38(1): 37-47, 2018 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-29254400

RESUMO

Non-nucleoside reverse transcriptase inhibitors (NNRTIs) have gained a definitive place due to their unique antiviral potency, high specificity and low toxicity in antiretroviral combination therapies which are used to treat HIV. To design more specific HIV-1 inhibitors, 218 diverse non-nucleoside reverse transcriptase inhibitors with their EC50 values were collected. Then, different types of molecular descriptors were calculated. Also, genetic algorithm (GA) and enhanced replacement methods (ERM) were used as the variable selection approaches to choose more relevant features. Based on selected descriptors, a classification support vector machine (SVM) model was constructed to categorize compounds into two groups of active and inactive ones. The most active compound in the set was docked and was used as the input to the Pharmit server to screen the Molport and PubChem libraries by constructing a structure-based pharmacophore model. Shape filters for the protein and ligand as well as Lipinski's rule of five have been applied to filter out the output of virtual screening from pharmacophore search. Three hundred and thirty-four compounds were finally retrieved from the virtual screening and were fed to the previously constructed SVM model. Among them, the SVM model rendered seven active compounds and they were also analyzed by docking calculations and ADME/Tox parameters.


Assuntos
Antivirais/química , Transcriptase Reversa do HIV/química , HIV-1/química , Inibidores da Transcriptase Reversa/química , Antivirais/isolamento & purificação , Antivirais/uso terapêutico , Transcriptase Reversa do HIV/antagonistas & inibidores , HIV-1/efeitos dos fármacos , HIV-1/enzimologia , Humanos , Simulação de Acoplamento Molecular , Conformação Proteica/efeitos dos fármacos , Relação Quantitativa Estrutura-Atividade , Inibidores da Transcriptase Reversa/isolamento & purificação , Inibidores da Transcriptase Reversa/uso terapêutico , Máquina de Vetores de Suporte , Interface Usuário-Computador
17.
J Biomol Struct Dyn ; 36(7): 1666-1680, 2018 May.
Artigo em Inglês | MEDLINE | ID: mdl-28604250

RESUMO

By reaction of 1,2-diaminocyclohexane with the 2,3-butanedione monoxime in the presence of ZnCl2, a new Schiff base complex was obtained. This complex was characterized by elemental analyses, FT-IR, 1H NMR, UV-Vis, and conductivity measurements. The reactivity of this complex to human serum albumin (HSA) under simulative physiological conditions was studied by spectroscopic and molecular docking analysis. Experimental results at various temperatures indicated that the intrinsic fluorescence of protein was quenched through a static quenching mechanism. The negative value of enthalpy change and positive value of entropy change indicated that both hydrogen bonding and hydrophobic forces played a major role in the binding of Zn(II) complex to HSA. FT-IR, three-dimensional fluorescence, and UV-Vis absorption results showed that the secondary structure of HSA changed after Zn(II) complex bound to protein. The binding distance was calculated to be 4.96 nm, according to fluorescence resonance energy transfer. Molecular docking results confirmed the spectroscopic results and showed that above complex is embedded into subdomain IIA of protein. All these experimental and computational results clarified that Zn(II) complex could bind with HSA effectively, which could be a useful guideline for efficient Schiff-base drug design.


Assuntos
Ligação Proteica/fisiologia , Bases de Schiff/química , Albumina Sérica Humana/química , Zinco/química , Sítios de Ligação , Simulação por Computador , Fluorescência , Humanos , Ligação de Hidrogênio , Interações Hidrofóbicas e Hidrofílicas , Simulação de Acoplamento Molecular/métodos , Estrutura Secundária de Proteína , Espectrometria de Fluorescência/métodos , Espectroscopia de Infravermelho com Transformada de Fourier/métodos , Termodinâmica
18.
Artif Cells Nanomed Biotechnol ; 46(3): 500-509, 2018 May.
Artigo em Inglês | MEDLINE | ID: mdl-28503952

RESUMO

Hyaluronic acid (HA) has inherent ability to target the CD44 receptors and internalize into tumour cells via receptor-mediated endocytosis. Therefore, conjugation of this natural linear polysaccharide to polymeric NPs or micelles, as one of the most promising approaches, could be useful for future clinical applications such as drug delivery. Accordingly, we report on the synthesis of mitoxantrone (MTX)-conjugated polymeric nanoparticles (NPs) composed of polyethylene glycol-HA (PEG-HA) for MTX delivery toward special tumour cells. To determine the size of the polymeric NPs, field emission scanning electron microscopy (FESEM) and particle size analyzer system Zetasizer_nanoZS were employed. The in vitro cytotoxicity analysis of MTX-loaded HA-PEG NPs and free MTX against two cell lines with different levels of CD44 expression (MDA-MB-231 (very high) and MCF-7 (low) was conducted by MTT assay. Also, computational molecular docking was employed to study in detail the active site residues and the critical interactions between HA-EDA-PEG-EDA-MTX NPs and CD44 receptor. The particle size analysis and electron microscopy showed the average size of polymeric NPs less than 350 nm. FT-IR spectrophotometry analysis and also NMR confirmed the conjugation of HA and MTX onto the PEG. Cytotoxicity assay revealed that the engineered polymeric NPs were able to specifically bind to and significantly inhibit the CD44 receptor-positive MDA-MB-231 cells, but not the CD44-negative MCF-7 cells. Furthermore, analysis of the binding modes revealed that for the best-docked pose nearly 10 conventional hydrogen bond can occur between the MTX-EDA-PEG-EDA-HA NPs and amino acids of CD44 receptor. Based on these findings, we suggest the HA-PEG-MTX NPs as an effective functional-targeted nanomedicine toward therapy of CD44-positive cancers.


Assuntos
Ácido Hialurônico , Mitoxantrona , Nanopartículas , Neoplasias/tratamento farmacológico , Polietilenoglicóis , Preparações de Ação Retardada/química , Preparações de Ação Retardada/farmacologia , Humanos , Receptores de Hialuronatos/química , Receptores de Hialuronatos/metabolismo , Ácido Hialurônico/química , Ácido Hialurônico/farmacologia , Ligação de Hidrogênio , Células MCF-7 , Mitoxantrona/química , Mitoxantrona/farmacologia , Simulação de Acoplamento Molecular , Nanopartículas/química , Nanopartículas/uso terapêutico , Proteínas de Neoplasias/química , Proteínas de Neoplasias/metabolismo , Neoplasias/química , Neoplasias/metabolismo , Polietilenoglicóis/química , Polietilenoglicóis/farmacologia
19.
J Pharm Biomed Anal ; 145: 273-282, 2017 Oct 25.
Artigo em Inglês | MEDLINE | ID: mdl-28700971

RESUMO

Recognizing of binding mechanisms between drugs and carrier proteins is basic for us to understand the pharmacokinetics and pharmacodynamics of them. In this research, the anticancer activities of a binuclear complex [Co(dipic)2Ni(OH2)5]·2H2O (dipic=dipicolinate) against MDA-MB-231 cell lines were studied. Results of MTT assay and flow cytometry analysis revealed that above complex can induce the cytotoxicity and the apoptosis in breast cancer cell lines. So, this complex was selected to investigate its binding to human serum albumin (HSA) and bovine ß-lactoglobulin (ßLG) by spectroscopic methods (UV-visible, fluorescence and FT-IR) along with molecular docking technique. The fluorescence data showed Co-Ni complex quench the fluorescence of both proteins by a static quenching mechanism and HSA has stronger binding affinity toward Co-Ni complex than ßLG. The binding constant (Kb), number of binding sites (n) and thermodynamic parameters were calculated and showed that the Co-Ni complex binds to protein (HSA and ßLG) through hydrogen bonding and van der Waals forces with one binding site. The results of UV-visible measurements indicated that the binding of above complex to HSA and ßLG may induce conformational and micro-environmental changes of studied proteins. Protein-ligand docking analysis confirmed that the Co-Ni complex binds to residues located in the subdomain IIA of HSA and site II of ßLG.


Assuntos
Antineoplásicos/análise , Animais , Sítios de Ligação , Proteínas de Transporte , Bovinos , Humanos , Metais , Simulação de Acoplamento Molecular , Ligação Proteica , Albumina Sérica , Espectrometria de Fluorescência , Espectroscopia de Infravermelho com Transformada de Fourier , Termodinâmica
20.
J Photochem Photobiol B ; 170: 152-163, 2017 May.
Artigo em Inglês | MEDLINE | ID: mdl-28432945

RESUMO

Isoxsuprine hydrochloride (vasodilator drug), folic acid and ascorbic acid are medicines which can be utilized alone or simultaneously by pregnant women. In the present work the competitive binding of isoxsuprine hydrochloride (ISO) with human serum albumin (HSA) in the absence and presence of folic acid (FOL) and ascorbic acid (AS) was investigated using different spectroscopic probes and molecular docking studies. The results of fluorescence suggested that isoxsuprine alone or in the presence of ascorbic acid can bind to HSA and quench the fluorescence of HSA with static mechanism but For HSA-folic acid-isoxsuprine system, dynamic type of quenching mechanisms is involved. The values of binding constants (KHSA-ISO~1.2×103M-1, KHSA-AS-ISO~2.1×103M-1and KHSA-FOL-ISO~0.7×103M-1) suggested that affinity of HSA to isoxsuprine increased in the presence of ascorbic acid while the presence of folic acid reduced the affinity of protein to isoxsuprine. The results of FT-IR and circular dichroism measurements indicated that the binding of isoxsuprine to HSA in the absence and the presence of folic acid and ascorbic acid may induce conformational and microenvironmental changes of protein. Not only do these types of spectroscopy techniques provide all the information about the systems, molecular docking, also emphasizes the results and is employed for the identification of the active site residues, bioactive conformer of Isoxsuprine and their critical interactions.


Assuntos
Ácido Ascórbico/metabolismo , Ácido Fólico/metabolismo , Isoxsuprina/metabolismo , Albumina Sérica/metabolismo , Ácido Ascórbico/química , Sítios de Ligação , Ligação Competitiva , Dicroísmo Circular , Transferência Ressonante de Energia de Fluorescência , Ácido Fólico/química , Humanos , Isoxsuprina/química , Simulação de Acoplamento Molecular , Ligação Proteica , Estrutura Terciária de Proteína , Albumina Sérica/química , Espectroscopia de Infravermelho com Transformada de Fourier , Termodinâmica
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