scholarly journals QSAR and Molecular docking studies of 4-anilinoquinoline-triazine hybrids as pf-DHFR inhibitors

2019 ◽  
Vol 8 (2) ◽  
pp. 84-93 ◽  
Author(s):  
Hanine Hadni ◽  
Mohamed Mazigh ◽  
Menana El Hallaoui
Keyword(s):  
Molecular Docking ◽  
External Validation ◽  
Docking Study ◽  
Quantitative Structure Activity Relationship ◽  
Structural Features ◽  
Basis Set ◽  
Binding Modes ◽  
Quantum Chemical Descriptors ◽  
Molecular Docking Study ◽  
Mutant Type

A quantitative structure-activity relationship (QSAR) investigation was performed towards 41 hybrids of 4-anilinoquinoline-triazines as potential antimalarial agents. The study was carried out using descendant multiple linear regression analyses (MLR), and artificial neural networks (ANN). Quantum chemical descriptors were calculated using DFT-B3LYP method, with the basis set 6-31G. The values obtained for the correlation coefficient of 0.87 and 0.92 by MLR and ANN, respectively, show a good predictive quality of the established model. In addition, the predicted model has been confirmed by several validation methods such as leave-one-out (LOO) cross-validation, Y-randomization, and external validation. The observed activity and the structural features of the studied molecules were further highlighted by molecular docking study on both wild and quadruple mutant type of pf-DHFR protein. Furthermore, the present work deals to study the binding modes and the key protein-ligand interactions. This methodology will be used to design new antimalarial drugs.

scholarly journals QSAR and Molecular docking studies of 4-anilinoquinoline-triazine hybrids as pf-DHFR inhibitors

2019 ◽  
Vol 8 (2) ◽  
pp. 84
Author(s):  
Hanine Hadni ◽  
Mohamed Mazigh ◽  
Menana El Hallaoui
Keyword(s):  
Molecular Docking ◽  
External Validation ◽  
Docking Study ◽  
Quantitative Structure Activity Relationship ◽  
Structural Features ◽  
Basis Set ◽  
Binding Modes ◽  
Quantum Chemical Descriptors ◽  
Molecular Docking Study ◽  
Mutant Type

<p>A quantitative structure-activity relationship (QSAR) investigation was performed towards 41 hybrids of 4-anilinoquinoline-triazines as potential antimalarial agents. The study was carried out using descendant multiple linear regression analyses (MLR), and artificial neural networks (ANN). Quantum chemical descriptors were calculated using DFT-B3LYP method, with the basis set 6-31G. The values obtained for the correlation coefficient of 0.87 and 0.92 by MLR and ANN, respectively, show a good predictive quality of the established model. In addition, the predicted model has been confirmed by several validation methods such as leave-one-out (LOO) cross-validation, Y-randomization, and external validation. The observed activity and the structural features of the studied molecules were further highlighted by molecular docking study on both wild and quadruple mutant type of <em>pf-DHFR</em> protein. Furthermore, the present work deals to study the binding modes and the key protein-ligand interactions. This methodology will be used to design new antimalarial drugs.</p>

3D-QSAR and Molecular Docking Studies on Oxadiazole Substituted Benzimidazole Derivatives: Validation of Experimental Inhibitory Potencies Towards COX-2

2019 ◽  
Vol 15 (4) ◽  
pp. 277-293 ◽  
Author(s):  
Vivek Asati ◽  
Piyush Ghode ◽  
Shalini Bajaj ◽  
Sanmati K. Jain ◽  
Sanjay K. Bharti
Keyword(s):  
Molecular Docking ◽  
Molecular Design ◽  
External Validation ◽  
3D Qsar ◽  
Docking Study ◽  
Structural Features ◽  
Benzimidazole Derivatives ◽  
Molecular Docking Study ◽  
Cox 2 ◽  
Cox 2 Inhibitors

Background: In past few decades, computational chemistry has seen significant advancements in design and development of novel therapeutics. Benzimidazole derivatives showed promising anti-inflammatory activity through the inhibition of COX-2 enzyme. Objective: The structural features necessary for COX-2 inhibitory activity for a series of oxadiazole substituted benzimidazoles were explored through 3D-QSAR, combinatorial library generation (Combi Lab) and molecular docking. Methods: 3D-QSAR (using kNN-MFA (SW-FB) and PLSR (GA) methods) and Combi Lab studies were performed by using VLife MDS Molecular Design Suite. The molecular docking study was performed by using AutoDockVina. Results: Significant QSAR models generated by PLSR exhibited r2 = 0.79, q2 = 0.68 and pred_r2 = 0. 84 values whereas kNN showed q2 = 0.71 and pred_r2 = 0.84. External validation of developed models by various parameters assures their reliability and predictive efficacy. A library of 72 compounds was generated by combinatorial technique in which 11 compounds (A1-A5 and B1-B6) showed better predicted biological activity than the most active compound 27 (pIC50 = 7.22) from the dataset. These compounds showed proximal interaction with amino acid residues like TYR355 and/or ARG120 on COX-2(PDB ID: 4RS0). Conclusion: The present work resulted in the design of more potent benzimidazoles as COX-2 inhibitors with good interaction as compared to reference ligand. The results of the study may be helpful in the development of novel COX-2 inhibitors for inflammatory disorders.

scholarly journals Lipoxygenase Inhibition Activity of Coumarin Derivatives—QSAR and Molecular Docking Study

2020 ◽  
Vol 13 (7) ◽  
pp. 154 ◽  
Author(s):  
Melita Lončarić ◽  
Ivica Strelec ◽  
Valentina Pavić ◽  
Domagoj Šubarić ◽  
Vesna Rastija ◽  
...  
Keyword(s):  
Lipid Peroxidation ◽  
Molecular Docking ◽  
Unsaturated Fatty Acids ◽  
Docking Study ◽  
Qsar Model ◽  
Quantitative Structure Activity Relationship ◽  
Structural Features ◽  
Docking Studies ◽  
Molecular Docking Study ◽  
Lipoxygenase Inhibitors

Lipoxygenases (LOXs) are a family of enzymes found in plants, mammals, and microorganisms. In animals and plants, the enzyme has the capability for the peroxidation of unsaturated fatty acids. Although LOXs participate in the plant defense system, the enzyme’s metabolites can have numerous negative effects on human health. Therefore, many types of research are searching for compounds that can inhibit LOXs. The best quantitative structure–activity relationship (QSAR) model was obtained using a Genetic Algorithm (GA). Molecular docking was performed with iGEMDOCK. The inhibition of lipoxygenase was in the range of 7.1 to 96.6%, and the inhibition of lipid peroxidation was 7.0–91.0%. Among the synthesized compounds, the strongest inhibitor of soybean LOX-3 (96.6%) was found to be 3-benzoyl-7-(benzyloxy)-2H-chromen-2-one. A lipid peroxidation inhibition of 91.0% was achieved with ethyl 7-methoxy-2-oxo-2H-chromene-3-carboxylate. The docking scores for the soybean LOX-3 and human 5-LOX also indicated that this compound has the best affinity for these LOX enzymes. The best multiple linear QSAR model contains the atom-centered fragment descriptors C-06, RDF035p, and HATS8p. QSAR and molecular docking studies elucidated the structural features important for the enhanced inhibitory activity of the most active compounds, such as the presence of the benzoyl ring at the 3-position of coumarin’s core. Compounds with benzoyl substituents are promising candidates as potent lipoxygenase inhibitors.

scholarly journals Interaction between DNA, Albumin and Apo-Transferrin and Iridium(III) Complexes with Phosphines Derived from Fluoroquinolones as a Potent Anticancer Drug

2021 ◽  
Vol 14 (7) ◽  
pp. 685
Author(s):  
Sandra Amanda Kozieł ◽  
Monika Katarzyna Lesiów ◽  
Daria Wojtala ◽  
Edyta Dyguda-Kazimierowicz ◽  
Dariusz Bieńko ◽  
...  
Keyword(s):  
Molecular Docking ◽  
Serum Proteins ◽  
Docking Study ◽  
Minor Groove ◽  
Docking Studies ◽  
Minor Groove Binding ◽  
Binding Modes ◽  
Groove Binding ◽  
Molecular Docking Study ◽  
Threading Intercalation

A group of cytotoxic half-sandwich iridium(III) complexes with aminomethyl(diphenyl)phosphine derived from fluoroquinolone antibiotics exhibit the ability to (i) accumulate in the nucleus, (ii) induce apoptosis, (iii) activate caspase-3/7 activity, (iv) induce the changes in cell cycle leading to G2/M phase arrest, and (v) radicals generation. Herein, to elucidate the cytotoxic effects, we investigated the interaction of these complexes with DNA and serum proteins by gel electrophoresis, fluorescence spectroscopy, circular dichroism, and molecular docking studies. DNA binding experiments established that the complexes interact with DNA by moderate intercalation and predominance of minor groove binding without the capability to cause a double-strand cleavage. The molecular docking study confirmed two binding modes: minor groove binding and threading intercalation with the fluoroquinolone part of the molecule involved in pi stacking interactions and the Ir(III)-containing region positioned within the major or minor groove. Fluorescence spectroscopic data (HSA and apo-Tf titration), together with molecular docking, provided evidence that Ir(III) complexes can bind to the proteins in order to be transferred. All the compounds considered herein were found to bind to the tryptophan residues of HSA within site I (subdomain II A). Furthermore, Ir(III) complexes were found to dock within the apo-Tf binding site, including nearby tyrosine residues.

scholarly journals Molecular Docking Evaluation of Some Natural Phenolic Compounds as Aldose Reductase Inhibitors for Diabetic Complications

2017 ◽  
Vol 5 (2) ◽  
pp. 135-148 ◽  
Author(s):  
Ajmer Singh Grewal ◽  
Neelam Sharma ◽  
Sukhbir Singh ◽  
Sandeep Arora
Keyword(s):  
Molecular Docking ◽  
Aldose Reductase ◽  
Diabetic Complications ◽  
Binding Free Energy ◽  
Docking Study ◽  
Polyol Pathway ◽  
Binding Modes ◽  
Active Site Residues ◽  
Molecular Docking Study ◽  
Natural Phenols

The enzyme aldose reductase (AR) is a member of aldoketoreductase super-family which catalyzes the formation of sorbitol from glucose through polyol pathway of glucose catabolism. Reduced sorbitol production via polyol pathway due to AR inhibition is a target of choice for controlling major complications of diabetes. Epalrestat is the only commercially available inhibitor of AR till date,thus, there is a great need to search for more economical, nontoxic and safer inhibitors of AR enzyme. Flavonoids,the polyphenol compounds in plants have been reported for inhibitory effects against AR. The objective of this study is to explore the binding modes of naturalphenolic compounds with AR to design safer natural drugs as alternatives to synthetic drugs. We conducted a molecular docking study on some naturalphenolic compounds with AR enzyme in complex with the synthetic inhibitor. The overlay of the docked pose of the selected natural phenols with the ARreference inhibitor complex showed that the selected natural compounds have the similar binding pattern with the active site residues of the enzyme as that of co-crystallized inhibitor. The results of docking study showed the best binding affinity of AR with that of 2-(4-hydroxy-3-methoxyphenyl) ethanoic acid and butein, having the lowest binding free energy of –9.8 kcal/mol and–9.7 kcal/mol, respectively. This information can be utilized to design potent, economical and non-toxic natural AR inhibitors from natural phenols for the therapeutics of diabetic complications.

scholarly journals FLAVONES AND FLAVANONES AS ACHETYLCHOLINESTERASE INHIBITORS: THE STRUCTURE-ACTIVITY RELATIONSHIP AND MOLECULAR DOCKING STUDIES

2021 ◽  
Vol 59 (4) ◽  
pp. 441
Author(s):  
Hoàng Thị Kim Dung ◽  
Hoang-Phuc Nguyen ◽  
Thi-Kim-Chi Huynh
Keyword(s):  
Molecular Docking ◽  
Docking Study ◽  
Docking Studies ◽  
Activity Relationship ◽  
Binding Modes ◽  
Flower Buds ◽  
Molecular Docking Study ◽  
Structure Activity ◽  
Relationship Of ◽  
Structure And Activity

Discovering and developing drugs to treat Alzheimer's disease (AD) have been a crucial target for many decades. According to a large number of later studies, acetylcholinesterase (AChE) plays an important role in AD treatment. On the other hand, flavonoids are natural compounds that possessed a wide variety of bioactivities, including the inhibitory activity on AChE. In this study, we reported the structure and activity relationship of flavone and flavanone derivatives that semi-synthesized and synthesized from flower buds of Styphnolobium japonicum (Leguminosae) and citrus peels against AChE. The results showed that the introducing of the new functional groups that leads to increasing 3-folds better AChE inhibition of compound Q2 and Q4 than that of the original. The molecular docking study was investigated in order to illuminate the experimental results and find their binding modes.

Design, Synthesis, Molecular Docking Study and Anti-Hepatocellular Carcinoma Evaluation of New Bis-Triazolothiadiazines

2020 ◽  
Vol 20 (9) ◽  
pp. 788-800 ◽  
Author(s):  
Sobhi M. Gomha ◽  
Zeinab A. Muhammad ◽  
Elham Ezz El-Arab ◽  
Amira M. Elmetwally ◽  
Abdelaziz A. El-Sayed ◽  
...  
Keyword(s):  
Hepatocellular Carcinoma ◽  
Molecular Docking ◽  
Docking Study ◽  
Docking Studies ◽  
Binding Modes ◽  
Molecular Docking Study ◽  
Design Synthesis ◽  
Reference Drug ◽  
Ic50 Value

Objective: The reaction of bis(4-amino-4H-1,2,4-triazole-3-thiol) with hydrazonoyl halides and α-halo-ketones gave a new series of bis-1,2,4-triazolo[3,4-b]thiadiazine derivatives. Methods: The structure of the new products was established on the basis of their elemental and spectral data (mass, 1H NMR, 13C NMR and IR) and an alternate method. Results: Several of the synthesized products were subjected to in vitro anticancer screening against human hepatocellular carcinoma (HepG-2) and the results showed that compounds 16, 14 and 12 have promising activities (IC50 value of 24.8±9.1, 28.3±0.5, and 31±2.9μM, respectively) compared with Harmine reference drug (IC50 value of 22.4±1.11 μM). Conclusion: Moreover, molecular docking studies were performed to analyze the binding modes of the discovered hits into the active site of DYRK1A using iGEMDOCK.

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