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1.
J Chem Inf Model ; 63(5): 1637-1648, 2023 03 13.
Artículo en Inglés | MEDLINE | ID: mdl-36802628

RESUMEN

Compact and interpretable structural feature representations are required for accurately predicting properties and function of proteins. In this work, we construct and evaluate three-dimensional feature representations of protein structures based on space-filling curves (SFCs). We focus on the problem of enzyme substrate prediction, using two ubiquitous enzyme families as case studies: the short-chain dehydrogenase/reductases (SDRs) and the S-adenosylmethionine-dependent methyltransferases (SAM-MTases). Space-filling curves such as the Hilbert curve and the Morton curve generate a reversible mapping from discretized three-dimensional to one-dimensional representations and thus help to encode three-dimensional molecular structures in a system-independent way and with only a few adjustable parameters. Using three-dimensional structures of SDRs and SAM-MTases generated using AlphaFold2, we assess the performance of the SFC-based feature representations in predictions on a new benchmark database of enzyme classification tasks including their cofactor and substrate selectivity. Gradient-boosted tree classifiers yield binary prediction accuracy of 0.77-0.91 and area under curve (AUC) characteristics of 0.83-0.92 for the classification tasks. We investigate the effects of amino acid encoding, spatial orientation, and (the few) parameters of SFC-based encodings on the accuracy of the predictions. Our results suggest that geometry-based approaches such as SFCs are promising for generating protein structural representations and are complementary to the existing protein feature representations such as evolutionary scale modeling (ESM) sequence embeddings.


Asunto(s)
Algoritmos , Proteínas , Proteínas/química , Aminoácidos , Metiltransferasas/química , S-Adenosilmetionina/metabolismo
2.
Carbohydr Polym ; 270: 118370, 2021 Oct 15.
Artículo en Inglés | MEDLINE | ID: mdl-34364615

RESUMEN

Plant cell walls contain cellulose embedded in matrix polysaccharides. Understanding carbohydrate structures and interactions is critical to the production of biofuel and biomaterials using these natural resources. Here we present a solid-state NMR study of cellulose and pectin in 13C-labeled cell walls of Arabidopsis wild-type and mutant plants. Using 1D 13C and 2D 13C-13C correlation experiments, we detected a highly branched arabinan structure in qua2 and tsd2 samples, two allelic mutants for a pectin methyltransferase. Both mutants show close physical association between cellulose and the backbones of pectic homogalacturonan and rhamnogalacturonan-I. Relaxation and dipolar order parameters revealed enhanced microsecond dynamics due to polymer disorder in the mutants, but restricted motional amplitudes due to tighter pectin-cellulose associations. These molecular data shed light on polymer structure and packing in these two pectin mutants, helping to elucidate how pectin could influence cell wall architecture at the nanoscale, cell wall mechanics, and plant growth.


Asunto(s)
Arabidopsis/química , Pared Celular/química , Celulosa/química , Metiltransferasas/química , Pectinas/química , Arabidopsis/enzimología , Pared Celular/enzimología , Celulosa/metabolismo , Espectroscopía de Resonancia Magnética/métodos , Metiltransferasas/metabolismo , Pectinas/metabolismo , Polisacáridos/química , Polisacáridos/metabolismo
3.
Molecules ; 26(5)2021 Mar 07.
Artículo en Inglés | MEDLINE | ID: mdl-33800013

RESUMEN

With the emergence and global spread of the COVID-19 pandemic, the scientific community worldwide has focused on search for new therapeutic strategies against this disease. One such critical approach is targeting proteins such as helicases that regulate most of the SARS-CoV-2 RNA metabolism. The purpose of the current study was to predict a library of phytochemicals derived from diverse plant families with high binding affinity to SARS-CoV-2 helicase (Nsp13) enzyme. High throughput virtual screening of the Medicinal Plant Database for Drug Design (MPD3) database was performed on SARS-CoV-2 helicase using AutoDock Vina. Nilotinib, with a docking value of -9.6 kcal/mol, was chosen as a reference molecule. A compound (PubChem CID: 110143421, ZINC database ID: ZINC257223845, eMolecules: 43290531) was screened as the best binder (binding energy of -10.2 kcal/mol on average) to the enzyme by using repeated docking runs in the screening process. On inspection, the compound was disclosed to show different binding sites of the triangular pockets collectively formed by Rec1A, Rec2A, and 1B domains and a stalk domain at the base. The molecule is often bound to the ATP binding site (referred to as binding site 2) of the helicase enzyme. The compound was further discovered to fulfill drug-likeness and lead-likeness criteria, have good physicochemical and pharmacokinetics properties, and to be non-toxic. Molecular dynamic simulation analysis of the control/lead compound complexes demonstrated the formation of stable complexes with good intermolecular binding affinity. Lastly, affirmation of the docking simulation studies was accomplished by estimating the binding free energy by MMPB/GBSA technique. Taken together, these findings present further in silco investigation of plant-derived lead compounds to effectively address COVID-19.


Asunto(s)
Metiltransferasas/antagonistas & inhibidores , Metiltransferasas/metabolismo , ARN Helicasas/antagonistas & inhibidores , ARN Helicasas/metabolismo , SARS-CoV-2/enzimología , Proteínas no Estructurales Virales/antagonistas & inhibidores , Proteínas no Estructurales Virales/metabolismo , Antivirales/química , Antivirales/metabolismo , Antivirales/farmacocinética , Antivirales/toxicidad , Sitios de Unión , Disponibilidad Biológica , Biología Computacional/métodos , Bases de Datos de Compuestos Químicos , Diseño de Fármacos , Humanos , Enlace de Hidrógeno , Metiltransferasas/química , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Fitoquímicos/química , Fitoquímicos/metabolismo , Plantas Medicinales/química , Unión Proteica , Dominios Proteicos/efectos de los fármacos , Pirimidinas/química , Pirimidinas/metabolismo , Pirimidinas/farmacocinética , Pirimidinas/toxicidad , ARN Helicasas/química , Relación Estructura-Actividad , Termodinámica , Proteínas no Estructurales Virales/química , Tratamiento Farmacológico de COVID-19
4.
Acc Chem Res ; 54(8): 2003-2013, 2021 04 20.
Artículo en Inglés | MEDLINE | ID: mdl-33797888

RESUMEN

Metals are partners for an estimated one-third of the proteome and vary in complexity from mononuclear centers to organometallic cofactors. Vitamin B12 or cobalamin represents the epitome of this complexity and is the product of an assembly line comprising some 30 enzymes. Unable to biosynthesize cobalamin, mammals rely on dietary provision of this essential cofactor, which is needed by just two enzymes, one each in the cytoplasm (methionine synthase) and the mitochondrion (methylmalonyl-CoA mutase). Brilliant clinical genetics studies on patients with inborn errors of cobalamin metabolism spanning several decades had identified at least seven genetic loci in addition to the two encoding B12 enzymes. While cells are known to house a cadre of chaperones dedicated to metal trafficking pathways that contain metal reactivity and confer targeting specificity, the seemingly supernumerary chaperones in the B12 pathway had raised obvious questions as to the rationale for their existence.With the discovery of the genes underlying cobalamin disorders, our laboratory has been at the forefront of ascribing functions to B12 chaperones and elucidating the intricate redox-linked coordination chemistry and protein-linked cofactor conformational dynamics that orchestrate the processing and translocation of cargo along the trafficking pathway. These studies have uncovered novel chemistry that exploits the innate chemical versatility of alkylcobalamins, i.e., the ability to form and dismantle the cobalt-carbon bond using homolytic or heterolytic chemistry. In addition, they have revealed the practical utility of the dimethylbenzimidazole tail, an appendage unique to cobalamins and absent in the structural cousins, porphyrin, chlorin, and corphin, as an instrument for facilitating cofactor transfer between active sites.In this Account, we navigate the chemistry of the B12 trafficking pathway from its point of entry into cells, through lysosomes, and into the cytoplasm, where incoming cobalamin derivatives with a diversity of upper ligands are denuded by the ß-ligand transferase activity of CblC to the common cob(II)alamin intermediate. The broad reaction and lax substrate specificity of CblC also enables conversion of cyanocobalamin (technically, vitamin B12, i.e., the form of the cofactor in one-a-day supplements), to cob(II)alamin. CblD then hitches up with CblC via a unique Co-sulfur bond to cob(II)alamin at a bifurcation point, leading to the cytoplasmic methylcobalamin or mitochondrial 5'-deoxyadenosylcobalamin branch. Mutations at loci upstream of the junction point typically affect both branches, leading to homocystinuria and methylmalonic aciduria, whereas mutations in downstream loci lead to one or the other disease. Elucidation of the biochemical penalties associated with individual mutations is providing molecular insights into the clinical data and, in some instances, identifying which cobalamin derivative(s) might be therapeutically beneficial.Our studies on B12 trafficking are revealing strategies for cofactor sequestration and mobilization from low- to high-affinity and low- to high-coordination-number sites, which in turn are regulated by protein dynamics that constructs ergonomic cofactor binding pockets. While these B12 lessons might be broadly relevant to other metal trafficking pathways, much remains to be learned. This Account concludes by identifying some of the major gaps and challenges that are needed to complete our understanding of B12 trafficking.


Asunto(s)
Complejos de Coordinación/química , Vitamina B 12/metabolismo , Cobalto/química , Cobamidas/química , Humanos , Lisosomas/metabolismo , Metilmalonil-CoA Mutasa/química , Metilmalonil-CoA Mutasa/metabolismo , Metiltransferasas/química , Metiltransferasas/metabolismo , Mitocondrias/metabolismo , Oxidación-Reducción , Estructura Terciaria de Proteína , Vitamina B 12/análogos & derivados , Vitamina B 12/química
5.
Photochem Photobiol Sci ; 20(3): 369-378, 2021 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-33721272

RESUMEN

Tryptophan and tyrosine radical intermediates play crucial roles in many biological charge transfer processes. Particularly in flavoprotein photochemistry, short-lived reaction intermediates can be studied by the complementary techniques of ultrafast visible and infrared spectroscopy. The spectral properties of tryptophan radical are well established, and the formation of neutral tyrosine radicals has been observed in many biological processes. However, only recently, the formation of a cation tyrosine radical was observed by transient visible spectroscopy in a few systems. Here, we assigned the infrared vibrational markers of the cationic and neutral tyrosine radical at 1483 and 1502 cm-1 (in deuterated buffer), respectively, in a variant of the bacterial methyl transferase TrmFO, and in the native glucose oxidase. In addition, we studied a mutant of AppABLUF blue-light sensor domain from Rhodobacter sphaeroides in which only a direct formation of the neutral radical was observed. Our studies highlight the exquisite sensitivity of transient infrared spectroscopy to low concentrations of specific radicals.


Asunto(s)
Flavoproteínas/química , Radicales Libres/química , Espectrofotometría Infrarroja , Tirosina/química , Proteínas Bacterianas/química , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Cationes/química , Flavoproteínas/metabolismo , Glucosa Oxidasa/química , Glucosa Oxidasa/metabolismo , Metiltransferasas/química , Metiltransferasas/genética , Metiltransferasas/metabolismo , Mutagénesis Sitio-Dirigida , Proteínas del Complejo del Centro de Reacción Fotosintética/química , Proteínas del Complejo del Centro de Reacción Fotosintética/genética , Proteínas del Complejo del Centro de Reacción Fotosintética/metabolismo , Proteínas Recombinantes/biosíntesis , Proteínas Recombinantes/química , Proteínas Recombinantes/aislamiento & purificación , Rhodobacter sphaeroides/metabolismo
6.
Anal Chem ; 93(4): 2403-2410, 2021 02 02.
Artículo en Inglés | MEDLINE | ID: mdl-33395263

RESUMEN

The enzyme-free nucleic acid amplification circuit, for example, hybridization chain reaction (HCR), has paved a broad avenue for evaluating various enzyme-involved biotransformations, including DNA methyltransferases (MTases). The nonenzymatic MTase-sensing platform has supplemented a versatile toolbox for monitoring aberrant methylation in intricate biological samples, yet their amplification efficiency is always constrained by the initiator-depletion paradigm. Herein, the autonomously initiator-replicated HCR (IR-HCR) was developed as a versatile amplification system for detecting MTase with ∼100-fold sensitivity of the conventional HCR system. The initiator I-triggered HCR leads the assembly of a tandem DNAzyme concatemer that cleaves its substrate. This leads to the cyclic replication of a new initiator I for reversely motivating the initial HCR circuit, resulting in a dramatic Förster resonance energy transfer (FRET) readout. Without M.SssI MTase, hairpin HM can be recognized and digested by restriction endonuclease HpaII to release initiator I for stimulating a high FRET signal. While the M.SssI-methylated HM prohibits the HpaII-mediated cleavage of HM, the caged initiator I fails to trigger the IR-HCR circuit. Based on a systematic investigation, the IR-HCR circuit readily achieves selective and sensitive analysis of M.SssI MTase and its inhibitors. As a general MTase-sensing platform, the IR-HCR principle was further applied to analyze another MTase (Dam) by redesigning HM with the Dam recognition sequence. Overall, the versatile homogeneous MTase sensing platform was achieved via an efficient and robust initiator replication amplification circuit and may have enormous potential for early disease diagnosis.


Asunto(s)
Azacitidina/farmacología , Fluorouracilo/farmacología , Metiltransferasas/antagonistas & inhibidores , Metiltransferasas/metabolismo , Técnicas de Amplificación de Ácido Nucleico/métodos , Antimetabolitos/farmacología , Escherichia coli/metabolismo , Metiltransferasas/química
7.
Mol Divers ; 25(1): 351-366, 2021 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-32533514

RESUMEN

Tuberculosis is one of the leading causes of death across the world. The treatment regimens for tuberculosis are well established, but still the control of the disease faces many challenges such as lengthy treatment protocols, drug resistance and toxicity. In the present work, mycolic acid methyl transferase (MmaA1), a protein involved in the maturation of mycolic acids in the biochemical pathway of the Mycobacterium, was studied for novel drug discovery. The homology model of the MmaA1 protein was built and validated by using computational techniques. The MmaA1 protein has 286 amino acid residues consisting of 10 α-helices and 7 ß-sheets. The active site of the MmaA1 protein was identified using CASTp, SiteMap and PatchDock. Virtual screening studies were performed with two small molecule ligand databases: Asinex synergy and Diverse_Elite_Gold_Platinum databases having a total of 43,446 molecules and generated 1,30,814 conformers against the predicted and validated active site of the MmaA1 protein. Binding analysis showed that the residues ASP 19, PHE 22, TRP 30, TYR 32, TRP 74 and ALA 77 of MmaA1 protein have consistent interactions with the ligands. The hit ligands were further filtered by in silico ADME properties to eliminate potentially toxic molecules. Of the top 10 molecules, 3-(2-morpholinoacetamido)-N-(1,4-dihydro-4-oxoquinazolin-6-yl) benzamide was synthesised and screened for in vitro anti-TB activity against Mtb H37Rv using MABA assay. The compound and its intermediates exhibited good in vitro anti-TB activity which can be taken up for future lead optimisation studies. Structure based virtual screening study was performed using a validated homology model against small molecules from two virtual compound libraries. Synthesised the lead compound 3-(2-morpholinoacetamido)-N-(1,4-dihydro-4-oxoquinazolin-6-yl)benzamide obtained from virtual screening. In vitro activity against Mtb H37Rv has given a promising result.


Asunto(s)
Antituberculosos/farmacología , Diseño de Fármacos , Inhibidores Enzimáticos/farmacología , Metiltransferasas/antagonistas & inhibidores , Mycobacterium tuberculosis/enzimología , Secuencia de Aminoácidos , Dominio Catalítico , Evaluación Preclínica de Medicamentos , Inhibidores Enzimáticos/análisis , Ligandos , Metiltransferasas/química , Metiltransferasas/metabolismo , Simulación del Acoplamiento Molecular , Mycobacterium tuberculosis/efectos de los fármacos , Ácidos Micólicos/química , Ácidos Micólicos/metabolismo , Estructura Secundaria de Proteína , Reproducibilidad de los Resultados , Relación Estructura-Actividad
8.
Plant Cell Rep ; 40(1): 237-254, 2021 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-33141312

RESUMEN

KEY MESSAGE: Metabolic pathway gene editing in tetraploid potato enhanced resistance to late blight. Multiallelic mutation correction of a caffeoyl-CoA O-methyltransferase gene increased accumulation of resistance metabolites in Russet Burbank potato. Late blight of potato is a devastating disease worldwide and requires weekly applications of fungicides to manage. Genetic improvement is the best option, but the self-incompatibility and inter-specific incompatibility makes potato breeding very challenging. Immune receptor gene stacking has increased resistance, but its durability is limited. Quantitative resistance is durable, and it mainly involves secondary cell wall thickening due to several metabolites and their conjugates. Deleterious mutations in biosynthetic genes can hinder resistance metabolite biosynthesis. Here a probable resistance role of the StCCoAOMT gene was first confirmed by an in-planta transient overexpression of the functional StCCoAOMT allele in late blight susceptible Russet Burbank (RB) genotype. Following this, a precise single nucleotide polymorphism (SNP) mutation correction of the StCCoAOMT gene in RB potato was carried out using CRISPR-Cas9 mediated homology directed repair (HDR). The StCCoAOMT gene editing increased the transcript abundance of downstream biosynthetic resistance genes. Following pathogen inoculation, several phenylpropanoid pathway genes were highly expressed in the edited RB plants, as compared to the non-edited. The disease severity (fold change = 3.76) and pathogen biomass in inoculated stems of gene-edited RB significantly reduced (FC = 21.14), relative to non-edited control. The metabolic profiling revealed a significant increase in the accumulation of resistance-related metabolites in StCCoAOMT edited RB plants. Most of these metabolites are involved in suberization and lignification. The StCCoAOMT gene, if mutated, can be edited in other potato cultivars to enhance resistance to late blight, provided it is associated with other functional genes in the metabolic pathway network.


Asunto(s)
Pared Celular/microbiología , Metiltransferasas/genética , Proteínas de Plantas/genética , Solanum tuberosum/genética , Solanum tuberosum/microbiología , Resistencia a la Enfermedad/genética , Edición Génica , Regulación de la Expresión Génica de las Plantas , Genotipo , Metiltransferasas/química , Metiltransferasas/metabolismo , Mutación , Filogenia , Phytophthora infestans/patogenicidad , Células Vegetales/microbiología , Enfermedades de las Plantas/microbiología , Hojas de la Planta/genética , Hojas de la Planta/microbiología , Proteínas de Plantas/química , Proteínas de Plantas/metabolismo , Tallos de la Planta/genética , Tallos de la Planta/metabolismo , Plantas Modificadas Genéticamente , Polimorfismo de Nucleótido Simple , Solanum tuberosum/citología
9.
Nat Commun ; 11(1): 1473, 2020 03 19.
Artículo en Inglés | MEDLINE | ID: mdl-32193380

RESUMEN

Caffeine is a major component of xanthine alkaloids and commonly consumed in many popular beverages. Due to its occasional side effects, reduction of caffeine in a natural way is of great importance and economic significance. Recent studies reveal that caffeine can be converted into non-stimulatory theacrine in the rare tea plant Camellia assamica var. kucha (Kucha), which involves oxidation at the C8 and methylation at the N9 positions of caffeine. However, the underlying molecular mechanism remains unclear. Here, we identify the theacrine synthase CkTcS from Kucha, which possesses novel N9-methyltransferase activity using 1,3,7-trimethyluric acid but not caffeine as a substrate, confirming that C8 oxidation takes place prior to N9-methylation. The crystal structure of the CkTcS complex reveals the key residues that are required for the N9-methylation, providing insights into how caffeine N-methyltransferases in tea plants have evolved to catalyze regioselective N-methylation through fine tuning of their active sites. These results may guide the future development of decaffeinated drinks.


Asunto(s)
Cafeína/metabolismo , Metiltransferasas/metabolismo , Té/enzimología , Ácido Úrico/análogos & derivados , Sitios de Unión , Vías Biosintéticas , Cafeína/química , Clonación Molecular , Cristalografía por Rayos X , Evolución Molecular , Regulación de la Expresión Génica de las Plantas , Metilación , Metiltransferasas/química , Hojas de la Planta/química , Proteínas Recombinantes/metabolismo , Té/genética , Transcripción Genética , Ácido Úrico/química , Ácido Úrico/metabolismo
10.
J Biol Chem ; 295(6): 1598-1612, 2020 02 07.
Artículo en Inglés | MEDLINE | ID: mdl-31914404

RESUMEN

Benzylisoquinoline alkaloids (BIAs) are a major class of plant metabolites with many pharmacological benefits. Sacred lotus (Nelumbo nucifera) is an ancient aquatic plant of medicinal value because of antiviral and immunomodulatory activities linked to its constituent BIAs. Although more than 30 BIAs belonging to the 1-benzylisoquinoline, aporphine, and bisbenzylisoquinoline structural subclasses and displaying a predominant R-enantiomeric conformation have been isolated from N. nucifera, its BIA biosynthetic genes and enzymes remain unknown. Herein, we report the isolation and biochemical characterization of two O-methyltransferases (OMTs) involved in BIA biosynthesis in sacred lotus. Five homologous genes, designated NnOMT1-5 and encoding polypeptides sharing >40% amino acid sequence identity, were expressed in Escherichia coli Functional characterization of the purified recombinant proteins revealed that NnOMT1 is a regiospecific 1-benzylisoquinoline 6-O-methyltransferase (6OMT) accepting both R- and S-substrates, whereas NnOMT5 is mainly a 7-O-methyltransferase (7OMT), with relatively minor 6OMT activity and a strong stereospecific preference for S-enantiomers. Available aporphines were not accepted as substrates by either enzyme, suggesting that O-methylation precedes BIA formation from 1-benzylisoquinoline intermediates. Km values for NnOMT1 and NnOMT5 were 20 and 13 µm for (R,S)-norcoclaurine and (S)-N-methylcoclaurine, respectively, similar to those for OMTs from other BIA-producing plants. Organ-based correlations of alkaloid content, OMT activity in crude extracts, and OMT gene expression supported physiological roles for NnOMT1 and NnOMT5 in BIA metabolism, occurring primarily in young leaves and embryos of sacred lotus. In summary, our work identifies two OMTs involved in BIA metabolism in the medicinal plant N. nucifera.


Asunto(s)
Bencilisoquinolinas/metabolismo , Metiltransferasas/metabolismo , Nelumbo/enzimología , Proteínas de Plantas/metabolismo , Alcaloides/metabolismo , Secuencia de Aminoácidos , Vías Biosintéticas , Metiltransferasas/química , Metiltransferasas/genética , Metiltransferasas/aislamiento & purificación , Nelumbo/química , Nelumbo/genética , Nelumbo/metabolismo , Filogenia , Proteínas de Plantas/química , Proteínas de Plantas/genética , Proteínas de Plantas/aislamiento & purificación , Alineación de Secuencia
11.
J Chem Inf Model ; 60(2): 562-568, 2020 02 24.
Artículo en Inglés | MEDLINE | ID: mdl-31985225

RESUMEN

The NS5 methyltransferase (MTase) has been reported as an attractive molecular target for antivirals discovery against the Zika virus (ZIKV). Here, we report structure-based virtual screening of 42 390 structures from the Development Therapeutics Program (DTP) AIDS Antiviral Screen Database. Among the docked compounds, ZINC1652386 stood out due to its high affinity for MTase in comparison to the cocrystallized ligand MS2042, which interacts with the Asp146 residue in the MTase binding site by hydrogen bonding. Subsequent molecular dynamics simulations predicted that this compound forms a stable complex with MTase within 50 ns. Thus, ZINC1652386 may represent a promising ZIKV methyltransferase inhibitor.


Asunto(s)
Antivirales/farmacología , Metiltransferasas/antagonistas & inhibidores , Simulación de Dinámica Molecular , Virus Zika/efectos de los fármacos , Virus Zika/enzimología , Antivirales/química , Antivirales/metabolismo , Sitios de Unión , Bases de Datos Farmacéuticas , Evaluación Preclínica de Medicamentos , Enlace de Hidrógeno , Metiltransferasas/química , Metiltransferasas/metabolismo , Simulación del Acoplamiento Molecular , Conformación Proteica , Interfaz Usuario-Computador
12.
ACS Infect Dis ; 5(3): 326-335, 2019 03 08.
Artículo en Inglés | MEDLINE | ID: mdl-30682246

RESUMEN

Bacterial tRNA modification synthesis pathways are critical to cell survival under stress and thus represent ideal mechanism-based targets for antibiotic development. One such target is the tRNA-(N1G37) methyltransferase (TrmD), which is conserved and essential in many bacterial pathogens. Here we developed and applied a widely applicable, radioactivity-free, bioluminescence-based high-throughput screen (HTS) against 116350 compounds from structurally diverse small-molecule libraries to identify inhibitors of Pseudomonas aeruginosa TrmD ( PaTrmD). Of 285 compounds passing primary and secondary screens, a total of 61 TrmD inhibitors comprised of more than 12 different chemical scaffolds were identified, all showing submicromolar to low micromolar enzyme inhibitor constants, with binding affinity confirmed by thermal stability and surface plasmon resonance. S-Adenosyl-l-methionine (SAM) competition assays suggested that compounds in the pyridine-pyrazole-piperidine scaffold were substrate SAM-competitive inhibitors. This was confirmed in structural studies, with nuclear magnetic resonance analysis and crystal structures of PaTrmD showing pyridine-pyrazole-piperidine compounds bound in the SAM-binding pocket. Five hits showed cellular activities against Gram-positive bacteria, including mycobacteria, while one compound, a SAM-noncompetitive inhibitor, exhibited broad-spectrum antibacterial activity. The results of this HTS expand the repertoire of TrmD-inhibiting molecular scaffolds that show promise for antibiotic development.


Asunto(s)
Antibacterianos/farmacología , Proteínas Bacterianas/antagonistas & inhibidores , Evaluación Preclínica de Medicamentos/métodos , Inhibidores Enzimáticos/farmacología , Metiltransferasas/antagonistas & inhibidores , Pseudomonas aeruginosa/efectos de los fármacos , Pseudomonas aeruginosa/enzimología , ARN de Transferencia/metabolismo , Antibacterianos/química , Proteínas Bacterianas/química , Proteínas Bacterianas/genética , Proteínas Bacterianas/metabolismo , Descubrimiento de Drogas , Inhibidores Enzimáticos/química , Cinética , Metiltransferasas/química , Metiltransferasas/genética , Metiltransferasas/metabolismo , Pseudomonas aeruginosa/genética , Especificidad por Sustrato
13.
Biochim Biophys Acta Gen Subj ; 1863(1): 182-190, 2019 01.
Artículo en Inglés | MEDLINE | ID: mdl-30308221

RESUMEN

BACKGROUND: Methylation driven by thiopurine S-methylatransferase (TPMT) is crucial for deactivation of cytostatic and immunosuppressant thiopurines. Despite its remarkable integration into clinical practice, the endogenous function of TPMT is unknown. METHODS: To address the role of TPMT in methylation of selenium compounds, we established the research on saturation transfer difference (STD) and 77Se NMR spectroscopy, fluorescence measurements, as well as computational molecular docking simulations. RESULTS: Using STD NMR spectroscopy and fluorescence measurements of tryptophan residues in TPMT, we determined the binding of selenocysteine (Sec) to human recombinant TPMT. By comparing binding characteristics of Sec in the absence and in the presence of methyl donor, we confirmed S-adenosylmethionine (SAM)-induced conformational changes in TPMT. Molecular docking analysis positioned Sec into the active site of TPMT with orientation relevant for methylation reaction. Se-methylselenocysteine (MeSec), produced in the enzymatic reaction, was detected by 77Se NMR spectroscopy. A direct interaction between Sec and SAM in the active site of rTPMT and the formation of both products, MeSec and S-adenosylhomocysteine, was demonstrated using NMR spectroscopy. CONCLUSIONS: The present study provides evidence on in vitro methylation of Sec by rTPMT in a SAM-dependant manner. GENERAL SIGNIFICANCE: Our results suggest novel role of TPMT and demonstrate new insights into enzymatic modifications of the 21st amino acid.


Asunto(s)
Espectroscopía de Resonancia Magnética , Metiltransferasas/química , Selenio/química , Selenocisteína/química , Catálisis , Dominio Catalítico , Humanos , Cinética , Metilación , Conformación Molecular , Simulación del Acoplamiento Molecular , Unión Proteica , Procesamiento Proteico-Postraduccional , Proteínas Recombinantes/química , Selenocisteína/análogos & derivados
14.
J Agric Food Chem ; 65(50): 11036-11045, 2017 Dec 20.
Artículo en Inglés | MEDLINE | ID: mdl-29160698

RESUMEN

Methyl salicylate (MeSA) is one of the volatile organic compounds (VOCs) that releases floral scent and plays an important role in the sweet flowery aroma of tea. During the withering process for white tea producing, MeSA was generated by salicylic acid carboxyl methyltransferase (SAMT) with salicylic acid (SA), and the specific floral scent was formed. In this study, we first cloned a CsSAMT from tea leaves (GenBank accession no. MG459470) and used Escherichia coli and Saccharomyces cerevisiae to express the recombinant CsSAMT. The enzyme activity in prokaryotic and eukaryotic expression systems was identified, and the protein purification, substrate specificity, pH, and temperature optima were investigated. It was shown that CsSAMT located in the chloroplast, and the gene expression profiles were quite different in tea organs. The obtained results might give a new understanding for tea aroma formation, optimization, and regulation and have great significance for improving the specific quality of white tea.


Asunto(s)
Camellia sinensis/enzimología , Metiltransferasas/metabolismo , Hojas de la Planta/enzimología , Proteínas de Plantas/metabolismo , Salicilatos/análisis , Camellia sinensis/química , Camellia sinensis/genética , Estabilidad de Enzimas , Manipulación de Alimentos , Concentración de Iones de Hidrógeno , Metiltransferasas/química , Metiltransferasas/genética , Hojas de la Planta/química , Hojas de la Planta/genética , Proteínas de Plantas/química , Proteínas de Plantas/genética , Salicilatos/metabolismo , Temperatura , Compuestos Orgánicos Volátiles/análisis , Compuestos Orgánicos Volátiles/metabolismo
15.
Plant Physiol ; 174(3): 1595-1608, 2017 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-28495893

RESUMEN

Homogalacturonan (HG) is the main component of pectins. HG methylesterification has recently emerged as a key determinant controlling cell attachment, organ formation, and phyllotaxy. However, whether and how HG methylesterification affects intercellular metabolite transport has rarely been reported. Here, we identified and characterized knockout mutants of the rice (Oryza sativa) OsQUA2 gene encoding a putative pectin methyltransferase. Osqua2 mutants exhibit a remarkable decrease in the degree of methylesterification of HG in the culm-sieve element cell wall and a markedly reduced grain yield. The culm of Osqua2 mutant plants contains excessive sucrose (Suc), and a 13CO2 feeding experiment showed that the Suc overaccumulation in the culm was caused by blocked Suc translocation. These and other findings demonstrate that OsQUA2 is essential for maintaining a high degree of methylesterification of HG in the rice culm-sieve element cell wall, which may be critical for efficient Suc partitioning and grain filling. In addition, our results suggest that the apoplastic pathway is involved in long-distance Suc transport in rice. The identification and characterization of the OsQUA2 gene and its functionality revealed a previously unknown contribution of HG methylesterification and provided insight into how modification of the cell wall regulates intercellular transport in plants.


Asunto(s)
Metiltransferasas/metabolismo , Oryza/enzimología , Pectinas/metabolismo , Proteínas de Plantas/metabolismo , Sacarosa/metabolismo , Dióxido de Carbono/metabolismo , Comunicación Celular , Pared Celular/metabolismo , Esterificación , Genes Reporteros , Aparato de Golgi/metabolismo , Metiltransferasas/química , Metiltransferasas/genética , Mutación/genética , Fenotipo , Proteínas de Plantas/química , Proteínas de Plantas/genética , Haz Vascular de Plantas/metabolismo , Plantas Modificadas Genéticamente , Semillas/crecimiento & desarrollo , Fracciones Subcelulares/metabolismo
16.
mBio ; 8(1)2017 02 14.
Artículo en Inglés | MEDLINE | ID: mdl-28196957

RESUMEN

Active tuberculosis (TB) and latent Mycobacterium tuberculosis infection both require lengthy treatments to achieve durable cures. This problem has partly been attributable to the existence of nonreplicating M. tuberculosis "persisters" that are difficult to kill using conventional anti-TB treatments. Compounds that target the respiratory pathway have the potential to kill both replicating and persistent M. tuberculosis and shorten TB treatment, as this pathway is essential in both metabolic states. We developed a novel respiratory pathway-specific whole-cell screen to identify new respiration inhibitors. This screen identified the biphenyl amide GSK1733953A (DG70) as a likely respiration inhibitor. DG70 inhibited both clinical drug-susceptible and drug-resistant M. tuberculosis strains. Whole-genome sequencing of DG70-resistant colonies identified mutations in menG (rv0558), which is responsible for the final step in menaquinone biosynthesis and required for respiration. Overexpression of menG from wild-type and DG70-resistant isolates increased the DG70 MIC by 4× and 8× to 30×, respectively. Radiolabeling and high-resolution mass spectrometry studies confirmed that DG70 inhibited the final step in menaquinone biosynthesis. DG70 also inhibited oxygen utilization and ATP biosynthesis, which was reversed by external menaquinone supplementation. DG70 was bactericidal in actively replicating cultures and in a nutritionally deprived persistence model. DG70 was synergistic with the first-line TB drugs isoniazid, rifampin, and the respiratory inhibitor bedaquiline. The combination of DG70 and isoniazid completely sterilized cultures in the persistence model by day 10. These results suggest that MenG is a good therapeutic target and that compounds targeting MenG along with standard TB therapy have the potential to shorten TB treatment duration.IMPORTANCE This study shows that MenG, which is responsible for the last enzymatic step in menaquinone biosynthesis, may be a good drug target for improving TB treatments. We describe the first small-molecule inhibitor (DG70) of Mycobacterium tuberculosis MenG and show that DG70 has characteristics that are highly desirable for a new antitubercular agent, including bactericidality against both actively growing and nonreplicating mycobacteria and synergy with several first-line drugs that are currently used to treat TB.


Asunto(s)
Antituberculosos/farmacología , Compuestos de Bifenilo/aislamiento & purificación , Compuestos de Bifenilo/farmacología , Descubrimiento de Drogas , Metiltransferasas/antagonistas & inhibidores , Mycobacterium tuberculosis/efectos de los fármacos , Mycobacterium tuberculosis/crecimiento & desarrollo , Adenosina Trifosfato/biosíntesis , Compuestos de Bifenilo/química , Farmacorresistencia Bacteriana , Humanos , Metiltransferasas/química , Pruebas de Sensibilidad Microbiana , Mycobacterium tuberculosis/enzimología , Bibliotecas de Moléculas Pequeñas/análisis , Vitamina K 2/análogos & derivados , Vitamina K 2/metabolismo , Vitamina K 2/farmacología
17.
J Am Chem Soc ; 138(50): 16212-16215, 2016 12 21.
Artículo en Inglés | MEDLINE | ID: mdl-27998085

RESUMEN

Zika virus (ZIKV) is an emerging mosquito-borne virus recently linked to intrauterine growth restriction including abnormal fetal brain development. The recent outbreak of ZIKV reached pandemic level resulting in an alarming public health emergency. At present, there is limited understanding of the infectious mechanism and no approved therapy. Nonstructural protein 5 is essential for capping and replication of viral RNA and comprises a methyltransferase (MTase) and RNA dependent RNA polymerase domain. Here we used molecular modeling to obtain the structure of ZIKV MTase and molecular docking to identify the additional hydrophobic region uniquely conserved in flavivirus MTase that can be used as a druggable site. Subsequently, a virtual screening with a library of 28 341 compounds identified 10 best hits showing decisive contacts with the MTase. In vitro efficacy analysis of these compounds against ZIKV, by plaque reduction assay, has confirmed four of the top scored ligands (Life Chemicals ID: F3043-0013, F0922-0796, F1609-0442, and F1750-0048) having EC50 (50% effective concentration) values of 4.8 ± 2.3, 12.5 ± 7.4, 17.5 ± 8.4, and 17.6 ± 3.1 µM respectively, identifying lead compounds for anti-ZIKV drug development.


Asunto(s)
Descubrimiento de Drogas , Inhibidores Enzimáticos/química , Inhibidores Enzimáticos/farmacología , Metiltransferasas/antagonistas & inhibidores , Proteínas no Estructurales Virales/química , Proteínas no Estructurales Virales/farmacología , Virus Zika/enzimología , Evaluación Preclínica de Medicamentos , Metiltransferasas/química , Modelos Moleculares , Conformación Proteica en Hélice alfa , Conformación Proteica en Lámina beta
18.
J Mol Graph Model ; 68: 128-139, 2016 07.
Artículo en Inglés | MEDLINE | ID: mdl-27434826

RESUMEN

Dot1-like protein (DOT1L) is a histone methyltransferase that has become a novel and promising target for acute leukemias bearing mixed lineage leukemia (MLL) gene rearrangements. In this study, a hierarchical docking-based virtual screening combined with molecular dynamic (MD) simulation was performed to identify DOT1L inhibitors with novel scaffolds. Consequently, 8 top-ranked hits were eventually identified and were further subjected to MD simulation. It was indicated that all hits could reach equilibrium with DOT1L in the MD simulation and further binding free energy calculations suggested that phenoxyacetamide-derived hits such as L01, L03, L04 and L05 exhibited remarkably higher binding affinity compared to other hits. Among them, L03 showed both the lowest glide score (-12.281) and the most favorable binding free energy (-303.9+/-16.5kJ/mol), thereby making it a promising lead for further optimization.


Asunto(s)
Acetamidas/farmacología , Inhibidores Enzimáticos/química , Inhibidores Enzimáticos/farmacología , Metiltransferasas/antagonistas & inhibidores , Simulación del Acoplamiento Molecular , Simulación de Dinámica Molecular , Acetamidas/química , Evaluación Preclínica de Medicamentos , Metiltransferasas/química , Proteínas Mutantes/química , Curva ROC , Termodinámica , Interfaz Usuario-Computador
19.
Chem Res Toxicol ; 28(12): 2419-25, 2015 Dec 21.
Artículo en Inglés | MEDLINE | ID: mdl-26577531

RESUMEN

Arsenic is the most ubiquitous environmental toxin and carcinogen. Long-term exposure to arsenic is associated with human diseases including cancer, cardiovascular disease, and diabetes. Human As(III) S-adenosylmethionine (SAM) methyltransferases (hAS3MT) methylates As(III) to trivalent mono- and dimethyl species that are more toxic and potentially more carcinogenic than inorganic arsenic. Modulators of hAS3MT activity may be useful for the prevention or treatment of arsenic-related diseases. Using a newly developed high-throughput assay for hAS3MT activity, we identified 10 novel noncompetitive small molecule inhibitors. In silico docking analysis with the crystal structure of an AS3MT orthologue suggests that the inhibitors bind in a cleft between domains that is distant from either the As(III) or SAM binding sites. This suggests the presence of a possible allosteric and regulatory site in the enzyme. These inhibitors may be useful tools for future research in arsenic metabolism and are the starting-point for the development of drugs against hAS3MT.


Asunto(s)
Arsénico , Metiltransferasas/antagonistas & inhibidores , S-Adenosilmetionina , Bibliotecas de Moléculas Pequeñas/farmacología , Arsénico/química , Sitios de Unión , Bioensayo , Cristalografía por Rayos X , Evaluación Preclínica de Medicamentos , Activación Enzimática/efectos de los fármacos , Inhibidores Enzimáticos/farmacología , Humanos , Metiltransferasas/química , Simulación del Acoplamiento Molecular , S-Adenosilmetionina/química , Bibliotecas de Moléculas Pequeñas/química
20.
Biotechnol Lett ; 37(11): 2295-302, 2015 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-26254784

RESUMEN

OBJECTIVES: To clone and characterize caffeic acid 3-O-methyltransferase (LcCOMT) from the rhizome of Ligusticum chuanxiong, a traditional medicinal herb having a high content of ferulic acid. RESULTS: LcCOMT encoded an ORF of 362 amino acids with a calculated MW of 39,935 Da and pI of 5.94. Polygenetic tree indicated that LcCOMT was attributed to a new member of COMTs in plants. The recombinant LcCOMT was expressed in E. coli. HPLC and (1)H NMR analyses of purified LcCOMT protein confirmed that it could catalyze caffeic acid to produce ferulic acid in vitro. The further site-mutagenesis proved that His268 was one key catalytic residue. In addition, the substantial changing expression level of LcCOMT under chilling treatment suggested that LcCOMT might play important role in the accumulation of ferulic acid under chilling treatment. CONCLUSIONS: This is the first report of the isolation and characterization of a COMT clone from traditional medicine containing high contents of pharmaceutical ferulic acid.


Asunto(s)
Ligusticum/enzimología , Metiltransferasas/genética , Proteínas de Plantas/genética , Proteínas Recombinantes/genética , Rizoma/enzimología , Clonación Molecular , Escherichia coli/genética , Metiltransferasas/química , Metiltransferasas/metabolismo , Proteínas de Plantas/química , Proteínas de Plantas/metabolismo , Proteínas Recombinantes/química , Proteínas Recombinantes/metabolismo
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