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1.
Mol Inform ; 39(9): e1900111, 2020 09.
Article in English | MEDLINE | ID: mdl-32511896

ABSTRACT

Recent studies have shown the potential application of ivermectins in the treatment of alcohol use disorder (AUD). Ivermectin is a positive allosteric modulator (PAM) of P2X4R and this molecule exerts its action in the transmembrane region (known as the TM region) of trimeric channel structure (the pocket formed by Asp331, Met336, Trp46, Trp50, and Tyr42). The aim of this study is to identify FDA drugs with potential PAM properties, by exploring the P2X4Rs from four organisms (Danio rerio, Mus musculus, Rattus norvegicus, and Homo sapiens). The in silico study consists of carrying out the molecular docking of 1656 FDA-approved drugs on the structure of P2X4R, using the commercially available compounds from the ZINC15 database for virtual screening. To strengthen the reliability of the results, two docking protocols were used involving the use of two programs, Autodock 4.2 and Autodock Vina. Nine FDA drugs with potential PAM properties were identified. In addition, eight molecules with potential negative allosteric modulator (NAM) action, and 13 molecules with potential allosteric modulator (AM) action were identified. The FDA drugs identified in this study with PAM, NAM, and AM action, shared in the P2X4Rs of the four organisms, can provide a guideline to proceed with research concerning new drugs for the study and treatment of AUD.


Subject(s)
Alcoholism/drug therapy , Purinergic P2X Receptor Antagonists/pharmacology , Receptors, Purinergic P2X4/drug effects , Allosteric Regulation , Amino Acid Sequence , Animals , Computer Simulation , Drug Approval , Humans , Mice , Models, Molecular , Molecular Docking Simulation , Protein Conformation , Purinergic P2X Receptor Antagonists/therapeutic use , Rats , Receptors, Purinergic P2X4/chemistry , Sequence Alignment , Sequence Homology, Amino Acid , Species Specificity , United States , United States Food and Drug Administration , Zebrafish
2.
Int J Mol Sci ; 21(12)2020 Jun 16.
Article in English | MEDLINE | ID: mdl-32560043

ABSTRACT

Chagas disease, caused by Trypanosoma cruzi (T. cruzi), affects nearly eight million people worldwide. There are currently only limited treatment options, which cause several side effects and have drug resistance. Thus, there is a great need for a novel, improved Chagas treatment. Bifunctional enzyme dihydrofolate reductase-thymidylate synthase (DHFR-TS) has emerged as a promising pharmacological target. Moreover, some human dihydrofolate reductase (HsDHFR) inhibitors such as trimetrexate also inhibit T. cruzi DHFR-TS (TcDHFR-TS). These compounds serve as a starting point and a reference in a screening campaign to search for new TcDHFR-TS inhibitors. In this paper, a novel virtual screening approach was developed that combines classical docking with protein-ligand interaction profiling to identify drug repositioning opportunities against T. cruzi infection. In this approach, some food and drug administration (FDA)-approved drugs that were predicted to bind with high affinity to TcDHFR-TS and whose predicted molecular interactions are conserved among known inhibitors were selected. Overall, ten putative TcDHFR-TS inhibitors were identified. These exhibited a similar interaction profile and a higher computed binding affinity, compared to trimetrexate. Nilotinib, glipizide, glyburide and gliquidone were tested on T. cruzi epimastigotes and showed growth inhibitory activity in the micromolar range. Therefore, these compounds could lead to the development of new treatment options for Chagas disease.


Subject(s)
Chagas Disease/enzymology , Folic Acid Antagonists/pharmacology , Trypanocidal Agents/pharmacology , Chagas Disease/drug therapy , Computer Simulation , Drug Repositioning , Folic Acid Antagonists/chemistry , Glipizide/chemistry , Glipizide/pharmacology , Glyburide/chemistry , Glyburide/pharmacology , Humans , Ligands , Molecular Docking Simulation , Molecular Structure , Pyrimidines/chemistry , Pyrimidines/pharmacology , Structure-Activity Relationship , Sulfonylurea Compounds/chemistry , Sulfonylurea Compounds/pharmacology , Trypanocidal Agents/chemistry , Trypanosoma cruzi/drug effects
3.
Protein J ; 38(5): 608, 2019 Oct.
Article in English | MEDLINE | ID: mdl-31236753

ABSTRACT

The original publication of this article contained a number of grammatical errors. Unfortunately, an incorrect version of the file that did not include some final language editing was inadvertently published online. The original article has been corrected.

4.
Int J Mol Sci ; 20(10)2019 May 15.
Article in English | MEDLINE | ID: mdl-31096579

ABSTRACT

An in silico analysis of the interaction between the complex-ligands of nine acetylcholinesterase (AChE) structures of Lepidopteran organisms and 43 organophosphorus (OPs) pesticides with previous resistance reports was carried out. To predict the potential resistance by structural modifications in Lepidoptera insects, due to proposed point mutations in AChE, a broad analysis was performed using computational tools, such as homology modeling and molecular docking. Two relevant findings were revealed: (1) Docking results give a configuration of the most probable spatial orientation of two interacting molecules (AChE enzyme and OP pesticide) and (2) a predicted ΔGb. The mutations evaluated in the form 1 acetylcholinesterase (AChE-1) and form 2 acetylcholinesterase (AChE-2) structures of enzymes do not affect in any way (there is no regularity of change or significant deviations) the values of the binding energy (ΔGb) recorded in the AChE-OPs complexes. However, the mutations analyzed in AChE are associated with a structural modification that causes an inadequate interaction to complete the phosphorylation of the enzyme.


Subject(s)
Acetylcholinesterase/chemistry , Acetylcholinesterase/genetics , Insecticide Resistance/drug effects , Insecticide Resistance/genetics , Lepidoptera/genetics , Organophosphorus Compounds/pharmacology , Pesticides/pharmacology , Point Mutation/drug effects , Animals , Computational Biology/methods , Computer Simulation , Lepidoptera/drug effects , Lepidoptera/enzymology , Molecular Docking Simulation , Organothiophosphorus Compounds/chemistry , Peptide Fragments , Phosphoramides/chemistry , Sequence Alignment , Structural Homology, Protein
5.
Protein J ; 38(5): 598-607, 2019 10.
Article in English | MEDLINE | ID: mdl-31119598

ABSTRACT

Human cystatin C (HCC) binds and inhibits all types of cysteine proteases from the papain family, including cathepsins (a group of enzymes that participate in a variety of physiological processes), which are some of its natural targets. The affinities of diverse proteases for HCC, expressed as equilibrium binding constants (Kb), range from 106 to 1014 M-1. Isothermal titration calorimetry (ITC) is one of the most useful techniques to characterize the thermodynamics of molecular associations, making it possible to dissect the binding free energy into its enthalpic and entropic components. This information, together with the structural changes that occur during the different associations, could enable better understanding of the molecular basis of affinity. Notwithstanding the high sensitivity of modern calorimeters, ITC requires protein concentrations in at least the 10-100 µM range to obtain reliable data, and it is known that HCC forms oligomers in this concentration range. We present herein a comparative study of the structural, thermal stability, and oligomerization properties of HCC and its stabilized variant (sHCC) L47C/G69C (which possesses an additional disulfide bridge) as well as their binding thermodynamics to the protease chymopapain, analyzed by ITC. The results show that, because sHCC remains monomeric, it is a better reporter than wild-type HCC to characterize the thermodynamics of binding to cysteine proteases.


Subject(s)
Cystatin C/chemistry , Cystatin C/metabolism , Cysteine Proteases/metabolism , Cystatin C/genetics , Humans , Models, Molecular , Mutagenesis, Site-Directed , Point Mutation , Protein Conformation , Protein Multimerization , Protein Stability , Thermodynamics
6.
Int J Mol Sci ; 20(7)2019 Apr 09.
Article in English | MEDLINE | ID: mdl-30970549

ABSTRACT

Chagas disease (CD), or American trypanosomiasis, causes more than 10,000 deaths per year in the Americas. Current medical therapy for CD has low efficacy in the chronic phase of the disease and serious adverse effects; therefore, it is necessary to search for new pharmacological treatments. In this work, the ZINC15 database was filtered using the N-acylhydrazone moiety and a subsequent structure-based virtual screening was performed using the cruzain enzyme of Trypanosoma cruzi to predict new potential cruzain inhibitors. After a rational selection process, four compounds, Z2 (ZINC9873043), Z3 (ZINC9870651), Z5 (ZINC9715287), and Z6 (ZINC9861447), were chosen to evaluate their in vitro trypanocidal activity and enzyme inhibition. Compound Z5 showed the best trypanocidal activity against epimatigote (IC50 = 36.26 ± 9.9 µM) and trypomastigote (IC50 = 166.21 ± 14.5 µM and 185.1 ± 8.5 µM on NINOA and INC-5 strains, respectively) forms of Trypanosoma cruzi. In addition, Z5 showed a better inhibitory effect on Trypanosoma cruzi proteases than S1 (STK552090, 8-chloro-N-(3-morpholinopropyl)-5H-pyrimido[5,4-b]-indol-4-amine), a known cruzain inhibitor. This study encourages the use of computational tools for the rational search for trypanocidal drugs.


Subject(s)
Enzyme Inhibitors/pharmacology , Protozoan Proteins/antagonists & inhibitors , Trypanosoma cruzi/drug effects , Crystallography, X-Ray , Cysteine Endopeptidases/chemistry , Databases, Chemical , Enzyme Inhibitors/chemistry , Models, Molecular , Molecular Docking Simulation , Protozoan Proteins/chemistry , Structure-Activity Relationship , Trypanocidal Agents/chemistry , Trypanocidal Agents/pharmacology , Trypanosoma cruzi/enzymology
7.
Int J Mol Sci ; 20(6)2019 Mar 15.
Article in English | MEDLINE | ID: mdl-30875920

ABSTRACT

The present study gives an overview of the binding energetics of the homologous heterodimers of cruzipain-chagasin based on the binding energy (ΔGb) prediction obtained with FoldX. This analysis involves a total of 70 homologous models of the cruzipain-chagasin complex which were constructed by homology from the combinatory variation of nine papain-like cysteine peptidase structures and seven cysteine protease inhibitor structures (as chagasin-like and cystatin-like inhibitors). Only 32 systems have been evaluated experimentally, ΔGbexperimental values previously reported. Therefore, the result of the multiple analysis in terms of the thermodynamic parameters, are shown as relative energy |ΔΔG| = |ΔGbfrom FoldX - ΔGbexperimental|. Nine models were identified that recorded |ΔΔG| < 1.3, five models to 2.8 > |ΔΔG| > 1.3 and the other 18 models, values of |ΔΔG| > 2.8. The energetic analysis of the contribution of ΔH and ΔS to ΔGb to the 14-molecular model presents a ΔGb mostly ΔH-driven at neutral pH and at an ionic strength (I) of 0.15 M. The dependence of ΔGb(I,pH) at 298 K to the cruzipain-chagasin complex predicts a linear dependence of ΔGb(I). The computational protocol allowed the identification and prediction of thermodynamics binding energy parameters for cruzipain-chagasin-like heterodimers.


Subject(s)
Cysteine Endopeptidases/metabolism , Multiprotein Complexes/chemistry , Protozoan Proteins/metabolism , Trypanosoma cruzi/metabolism , Amino Acid Sequence , Binding Sites , Computer Simulation , Cysteine Endopeptidases/chemistry , Humans , Models, Molecular , Protein Binding , Protein Conformation , Protozoan Proteins/chemistry , Structural Homology, Protein
8.
J Agric Food Chem ; 67(11): 3256-3265, 2019 Mar 20.
Article in English | MEDLINE | ID: mdl-30811185

ABSTRACT

Bovine α-lactalbumin (α-LA) was chemically modified by the covalent attachment of fatty acid residues of different length (lauroyl, palmitoyl, and stearoyl) to modify its functional and antioxidant properties. Structural changes, functional properties, and antioxidant capacity in the pH interval between 3 and 10 were analyzed. Surface properties were improved. The esterification increased the hydrophobic interactions leading to a reduction in the solubility dependent on the incorporation ratio of the fatty acid residues. Improvement in emulsifying, foaming, and antioxidant properties were observed when the length of the fatty acid chains was short and mostly at a basic pH. With these results in mind, experiments could be conducted for the technological applications of these derivatives in the food, pharmaceutical, and cosmetic industries.


Subject(s)
Fatty Acids/chemistry , Lactalbumin/chemistry , Animals , Antioxidants/chemistry , Cattle , Esterification , Hydrogen-Ion Concentration , Hydrophobic and Hydrophilic Interactions , Molecular Structure
9.
PLoS One ; 10(3): e0120221, 2015.
Article in English | MEDLINE | ID: mdl-25757085

ABSTRACT

The receptor for advanced glycation end products (RAGE) is a pattern-recognition receptor involved in neurodegenerative and inflammatory disorders. RAGE induces cellular signaling upon binding to a variety of ligands. Evidence suggests that RAGE up-regulation is involved in quinolinate (QUIN)-induced toxicity. We investigated the QUIN-induced toxic events associated with early noxious responses, which might be linked to signaling cascades leading to cell death. The extent of early cellular damage caused by this receptor in the rat striatum was characterized by image processing methods. To document the direct interaction between QUIN and RAGE, we determined the binding constant (Kb) of RAGE (VC1 domain) with QUIN through a fluorescence assay. We modeled possible binding sites of QUIN to the VC1 domain for both rat and human RAGE. QUIN was found to bind at multiple sites to the VC1 dimer, each leading to particular mechanistic scenarios for the signaling evoked by QUIN binding, some of which directly alter RAGE oligomerization. This work contributes to the understanding of the phenomenon of RAGE-QUIN recognition, leading to the modulation of RAGE function.


Subject(s)
Quinolinic Acid/chemistry , Receptor for Advanced Glycation End Products/chemistry , Animals , Brain/metabolism , Brain/pathology , Male , Molecular Docking Simulation , Neurodegenerative Diseases/metabolism , Neurodegenerative Diseases/pathology , Oxidative Stress , Protein Binding , Quinolinic Acid/physiology , Rats, Wistar , Receptor for Advanced Glycation End Products/metabolism
10.
Protein Pept Lett ; 22(3): 239-47, 2014.
Article in English | MEDLINE | ID: mdl-25426863

ABSTRACT

Cysteine proteinases are involved in many aspects of physiological regulation. In humans, some cathepsins have shown another function in addition to their role as lysosomal proteases in intracellular protein degradation; they have been implicated in the pathogenesis of several heart and blood vessel diseases and in cancer development. In this work, we present a fluorometric and computational study of the binding of one representative plant cysteine proteinase, chymopapain, to one of the most studied inhibitors of these proteinases: chicken cystatin. The binding equilibrium constant, Kb, was determined in the pH range between 3.5 and 10.0, revealing a maximum in the affinity at pH 9.0. We constructed an atomic model for the chymopapain-cystatin dimer by docking the individual 3D protein structures; subsequently, the model was refined using a 100 ns NPT molecular dynamics simulation in explicit water. Upon scrutiny of this model, we identified 14 ionizing residues at the interface of the complex using a cutoff distance of 5.0 Å. Using the pKa values predicted with PROPKA and a modified proton-linkage model, we performed a regression analysis on our data to obtain the composite pKavalues for three isoacidic residues. We also calculated the electrostatic component of the binding energy (ΔGb,elec) at different pH values using an implicit solvent model and APBS software. The pH profile of this calculated energy compares well with the experimentally obtained binding energy, ΔGb. We propose that the residues that form an interchain ionic pair, Lys139A from chymopapain and Glu19B from cystatin, as well as Tyr61A and Tyr67A from chymopapain are the main residues responsible for the observed pH dependence in the chymopapain- cystatin affinity.


Subject(s)
Amino Acids/metabolism , Chymopapain/chemistry , Chymopapain/metabolism , Cystatins/metabolism , Cysteine Proteinase Inhibitors/metabolism , Animals , Chickens , Computational Biology , Cystatins/chemistry , Cysteine Proteinase Inhibitors/chemistry , Humans , Hydrogen-Ion Concentration , Molecular Docking Simulation , Plant Proteins/chemistry , Plant Proteins/metabolism , Protein Binding , Static Electricity
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