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1.
J Chem Inf Model ; 64(11): 4462-4474, 2024 Jun 10.
Artículo en Inglés | MEDLINE | ID: mdl-38776464

RESUMEN

The (S)-norcoclaurine synthase from Thalictrum flavum (TfNCS) stereoselectively catalyzes the Pictet-Spengler reaction between dopamine and 4-hydroxyphenylacetaldehyde to give (S)-norcoclaurine. TfNCS can catalyze the Pictet-Spengler reaction with various aldehydes and ketones, leading to diverse tetrahydroisoquinolines. This substrate promiscuity positions TfNCS as a highly promising enzyme for synthesizing fine chemicals. Understanding carbonyl-containing substrates' structural and electronic signatures that influence TfNCS activity can help expand its applications in the synthesis of different compounds and aid in protein optimization strategies. In this study, we investigated the influence of the molecular properties of aldehydes and ketones on their reactivity in the TfNCS-catalyzed Pictet-Spengler reaction. Initially, we compiled a library of reactive and unreactive compounds from previous publications. We also performed enzymatic assays using nuclear magnetic resonance to identify some reactive and unreactive carbonyl compounds, which were then included in the library. Subsequently, we employed QSAR and DFT calculations to establish correlations between substrate-candidate structures and reactivity. Our findings highlight correlations of structural and stereoelectronic features, including the electrophilicity of the carbonyl group, to the reactivity of aldehydes and ketones toward the TfNCS-catalyzed Pictet-Spengler reaction. Interestingly, experimental data of seven compounds out of fifty-three did not correlate with the electrophilicity of the carbonyl group. For these seven compounds, we identified unfavorable interactions between them and the TfNCS. Our results demonstrate the applications of in silico techniques in understanding enzyme promiscuity and specificity, with a particular emphasis on machine learning methodologies, DFT electronic structure calculations, and molecular dynamic (MD) simulations.


Asunto(s)
Aldehídos , Cetonas , Aldehídos/química , Aldehídos/metabolismo , Cetonas/química , Cetonas/metabolismo , Especificidad por Sustrato , Ligasas de Carbono-Nitrógeno/metabolismo , Ligasas de Carbono-Nitrógeno/química , Thalictrum/enzimología , Thalictrum/metabolismo , Thalictrum/química , Simulación de Dinámica Molecular , Biocatálisis
2.
Curr Opin Virol ; 50: 30-39, 2021 10.
Artículo en Inglés | MEDLINE | ID: mdl-34340199

RESUMEN

Flaviviruses are among the most critical pathogens in tropical regions and cause a growing number of severe diseases in developing countries. The development of antiviral therapeutics is crucial for managing flavivirus outbreaks. Among the ten proteins encoded in the flavivirus RNA, non-structural protein 5, NS5, is a promising drug target. NS5 plays a fundamental role in flavivirus replication, viral RNA methylation, RNA polymerization, and host immune system evasion. Most of the NS5 inhibitor candidates target NS5 active sites. However, the similarity of NS5 activity sites with human enzymes can cause side effects. Identifying new allosteric sites in NS5 can contribute enormously to antiviral development. The NS5 structural characterization enabled exploring new regions, such as the residues involved in MTase-RdRp interaction, NS5 oligomerization, and NS5 interaction with other viral and host-cell proteins. Targeting NS5 critical interactions might lead to new compounds and overcomes the toxicity of current NS5-inhibitor candidates.


Asunto(s)
Flavivirus , Antivirales/farmacología , Flavivirus/genética , Humanos , ARN Viral , Proteínas no Estructurales Virales
3.
Microbes Infect ; 22(10): 515-524, 2020.
Artículo en Inglés | MEDLINE | ID: mdl-32961274

RESUMEN

This article discusses standard and new disruptive strategies in the race to develop an anti-COVID-19 vaccine. We also included new bioinformatic data from our group mapping immunodominant epitopes and structural analysis of the spike protein. Another innovative approach reviewed here is the use of BCG vaccine as priming strategy and/or delivery system expressing SARS-CoV-2 antigens.


Asunto(s)
Vacuna BCG/administración & dosificación , Vacunas contra la COVID-19/inmunología , COVID-19/inmunología , SARS-CoV-2/inmunología , Glicoproteína de la Espiga del Coronavirus/inmunología , Vacunas de ADN/inmunología , Vacunas Virales/inmunología , Enzima Convertidora de Angiotensina 2/química , Anticuerpos Antivirales/inmunología , COVID-19/prevención & control , Mapeo Epitopo , Humanos , Coronavirus del Síndrome Respiratorio de Oriente Medio/química , Unión Proteica , Glicoproteína de la Espiga del Coronavirus/química
4.
J Phys Chem A ; 124(21): 4280-4289, 2020 May 28.
Artículo en Inglés | MEDLINE | ID: mdl-32374604

RESUMEN

Based on density functional theory (DFT) electronic structure calculations with dispersion correction, we propose new reaction pathways in which no extra reaction step is necessary to account for the formation of 3,5,6-trichloro-2-pyridynol (TCP) within the process of tropospheric OH-initiated unimolecular decomposition of chlorpyrifos (CLP) and chlorpyrifos-methyl (CLPM). Chlorpyrifos and its analogous compound are among the most used organophosphorus pesticides worldwide, and their unimolecular decomposition in the troposphere is a dominant process of removal in the gas phase. The reaction pathways that we put forward have turned out to be the most exergonic ones among the three possible routes for the attack of the hydroxyl radical to the thiophosphoryl (P═S) bond of both CLP and CLPM. The results showed that the reaction is thermodynamically controlled with the formation of P-bonded adducts via a six-membered ring. The unimolecular decomposition of such reactive intermediates takes place with small energy barriers (less than 3 kcal mol-1) and is distinguished by hydrogen transfer to the nitrogen atom of the aromatic ring, resulting in the formation of 3,5,6-trichloro-2-pyridinol (TCP) and dialkyl phosphate radical (DAP·) product complexes in a single step.

5.
J Mol Model ; 24(9): 259, 2018 Aug 29.
Artículo en Inglés | MEDLINE | ID: mdl-30159695

RESUMEN

In this work the neutral or spontaneous hydrolysis of paraoxon, one of the most popular organophosphate pesticides, in aqueous solution was investigated at the DFT and MP2 levels of theory, using a combination of local solvation of the phosphoryl group with explicit water molecules, and treating the long range solvent effects using continuum solvation model. In contrast to the alkaline hydrolysis, the neutral hydrolysis takes place in two steps, through an AN + DN mechanism, with formation of a pentacoordinate phosphorane intermediate. The reaction has activation free energies of 31.8 and 1.9 kcal mol-1 for the first and second steps, respectively, and has an overall reaction free energy of -9.3 kcal mol-1, computed at the MP2/6-311++G(2d,2p)//B3LYP/6-31+G(d) level of theory. The reaction proceeds through a sequence of proton transfer processes from the attacking water molecule and ends with the protonation of the nitrophenolate leaving group. Explicit description of the local solvating water molecules is essential to describe the proton transfer processes along the reaction coordinate and to stabilize the pentacoordinate intermediate formed. The neutral hydrolysis is very slow and has an overall rate constant of 3.05 × 10-11 s-1, computed at the MP2/6-311++G(2d,2p)//B3LYP/6-31+G(d) level of theory. This result, in conjunction with the sensitivity of the rate constant to the experimental conditions, indicates that the hydrolysis of paraoxon in aqueous solution can be even slower than predicted experimentally.

6.
Inorg Chem ; 57(10): 5888-5902, 2018 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-29746110

RESUMEN

In the present work, density functional theory (DFT) calculations at the B3LYP/6-31+G(d) and including dispersion effects were used to investigate the hydrolysis of paraoxon, using a cluster model of the active site of Cd2+/Cd2+-phosphotriesterase (PTE) from Pseudomonas diminuta. The mechanism proposed here consist of (i) Exchange of the coordinated water molecule and coordination of the substrate to the more solvent exposed Cdß center in monodentate fashion, (ii) protonation of the µ-hydroxo bridge by the uncoordinated water molecule and in situ formation of the nucleophile, (iii) formation of a pentacoordinate intermediate with significant bond breaking to the leaving group and bond formation to the nucleophile, and (iv) protonation of the Asp301 residue and restoration of the active site through the coordination of another water molecule of the medium. The water molecules initially coordinated to the active site play a crucial role in stabilizing the transition states and the pentacoordinate intermediate. The reaction takes place in a two-step (AN + DN) mechanism, with energy barriers of 12.9 and 1.9 kcal/mol for the first and second steps, respectively, computed at the B3LYP-D3/6-311++G(2d,2p) level of theory, in excellent agreement with the experimental findings. Dispersion effects alone contribute to diminish the energy barriers as much as 26%. The base mechanism for the Cd2+/Cd2+-PTE proposed here, in conjunction with the agreement found with the experimental energetic value for the energy barrier, makes it a consistent and kinetically viable mechanistic proposal for the hydrolysis of phosphate triesters promoted by the Cd2+ substituted PTE enzyme.


Asunto(s)
Cadmio/química , Dominio Catalítico , Hidrolasas de Triéster Fosfórico/química , Sitios de Unión , Simulación por Computador , Cristalografía por Rayos X , Hidrólisis , Modelos Biológicos , Paraoxon/química , Hidrolasas de Triéster Fosfórico/metabolismo , Difracción de Rayos X
7.
J Phys Chem A ; 121(14): 2839-2846, 2017 Apr 13.
Artículo en Inglés | MEDLINE | ID: mdl-28328211

RESUMEN

In this paper, density functional theory calculations of nuclear magnetic resonance (NMR) chemical shifts for l-quebrachitol isomer, previously studied in our group, are reported with the aim of investigating in more detail the water solvent effect on the prediction of 1H NMR spectra. In order to include explicit water molecules, 20 water-l-quebrachitol configurations obtained from Monte Carlo simulation were selected to perform geometry optimizations using the effective fragment potential method encompassing 60 water molecules around the solute. The solvated solute optimized geometries were then used in B3LYP/6-311+G(2d,p) NMR calculations with PCM-water. The inclusion of explicit solvent in the B3LYP NMR calculations resulted in large changes in the 1H NMR profiles. We found a remarkable improvement in the agreement with experimental NMR profiles when the explicit hydrated l-quebrachitol structure is used in B3LYP 1H NMR calculations, yielding a mean absolute error (MAE) of only 0.07 ppm, much lower than reported previously for the gas phase optimized structure (MAE = 0.11 ppm). In addition, a very improved match between theoretical and experimental 1H NMR spectrum measured in D2O was achieved with the new hydrated optimized l-quebrachitol structure, showing that a fine-tuning of the theoretical NMR spectra can be accomplished once solvent effects are properly considered.

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