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1.
Mar Drugs ; 21(7)2023 Jun 25.
Artículo en Inglés | MEDLINE | ID: mdl-37504904

RESUMEN

The concise and highly convergent synthesis of the isodityrosine unit of seongsanamide A-D and its derivatives bearing a diaryl ether moiety is described. In this work, the synthetic strategy features palladium-catalyzed C(sp3)-H functionalization and a Cu/ligand-catalyzed coupling reaction. We report a practical protocol for the palladium-catalyzed mono-arylation of ß-methyl C(sp3)-H of an alanine derivative bearing a 2-thiomethylaniline auxiliary. The reaction is compatible with a variety of functional groups, providing practical access to numerous ß-aryl-α-amino acids; these acids can be converted into various tyrosine and dihydroxyphenylalanine (DOPA) derivatives. Then, a CuI/N,N-dimethylglycine-catalyzed arylation of the already synthesized DOPA derivatives with aryl iodides is described for the synthesis of isodityrosine derivatives.


Asunto(s)
Paladio , Tirosina , Paladio/química , Catálisis , Dihidroxifenilalanina
2.
Proc Natl Acad Sci U S A ; 117(22): 12017-12028, 2020 06 02.
Artículo en Inglés | MEDLINE | ID: mdl-32434917

RESUMEN

Synthetic chemical elicitors, so called plant strengtheners, can protect plants from pests and pathogens. Most plant strengtheners act by modifying defense signaling pathways, and little is known about other mechanisms by which they may increase plant resistance. Moreover, whether plant strengtheners that enhance insect resistance actually enhance crop yields is often unclear. Here, we uncover how a mechanism by which 4-fluorophenoxyacetic acid (4-FPA) protects cereals from piercing-sucking insects and thereby increases rice yield in the field. Four-FPA does not stimulate hormonal signaling, but modulates the production of peroxidases, H2O2, and flavonoids and directly triggers the formation of flavonoid polymers. The increased deposition of phenolic polymers in rice parenchyma cells of 4-FPA-treated plants is associated with a decreased capacity of the white-backed planthopper (WBPH) Sogatella furcifera to reach the plant phloem. We demonstrate that application of 4-PFA in the field enhances rice yield by reducing the abundance of, and damage caused by, insect pests. We demonstrate that 4-FPA also increases the resistance of other major cereals such as wheat and barley to piercing-sucking insect pests. This study unravels a mode of action by which plant strengtheners can suppress herbivores and increase crop yield. We postulate that this represents a conserved defense mechanism of plants against piercing-sucking insect pests, at least in cereals.


Asunto(s)
Acetatos/farmacología , Conducta Alimentaria/efectos de los fármacos , Flavonoides , Hemípteros , Inmunidad de la Planta/efectos de los fármacos , Animales , Bioensayo , Productos Agrícolas/efectos de los fármacos , Flavonoides/análisis , Flavonoides/metabolismo , Herbivoria , Hordeum/efectos de los fármacos , Peróxido de Hidrógeno/análisis , Peróxido de Hidrógeno/metabolismo , Oryza/efectos de los fármacos , Peroxidasas/análisis , Peroxidasas/metabolismo , Control de Plagas/métodos , Hojas de la Planta/química , Triticum/efectos de los fármacos
3.
Bioorg Med Chem Lett ; 25(23): 5601-3, 2015 Dec 01.
Artículo en Inglés | MEDLINE | ID: mdl-26508551

RESUMEN

Herein we report a new way to identify chemical elicitors that induce resistance in rice to herbivores. Using this method, by quantifying the induction of chemicals for GUS activity in a specific screening system that we established previously, 5 candidate elicitors were selected from the 29 designed and synthesized phenoxyalkanoic acid derivatives. Bioassays confirmed that these candidate elicitors could induce plant defense and then repel feeding of white-backed planthopper Sogatella furcifera.


Asunto(s)
Resistencia a la Enfermedad , Hemípteros , Oryza , Fenoxiacetatos , Plantas Modificadas Genéticamente , Animales , Femenino , Fenoxiacetatos/química , Fenoxiacetatos/farmacología , Plantas Modificadas Genéticamente/genética
4.
J Chem Inf Model ; 54(7): 2022-32, 2014 Jul 28.
Artículo en Inglés | MEDLINE | ID: mdl-24999015

RESUMEN

Protein-peptide interactions are prevalent and play essential roles in many living activities. Peptides recognize their protein partners by direct nonbonded interactions and indirect adjustment of conformations. Although processes of protein-peptide recognition have been comprehensively studied in both sequences and structures recently, flexibility of peptides and the configuration entropy penalty in recognition did not get enough attention. In this study, 20 protein-peptide complexes and their corresponding unbound peptides were investigated by molecular dynamics simulations. Energy analysis revealed that configurational entropy penalty introduced by restriction of the degrees of freedom of peptides in indirect readout process of protein-peptide recognition is significant. Configurational entropy penalty has become the main content of the indirect readout energy in protein-peptide recognition instead of deformation energy which is the main source of the indirect readout energy in classical biomolecular recognition phenomena, such as protein-DNA binding. These results provide us a better understanding of protein-peptide recognition and give us some implications in peptide ligand design.


Asunto(s)
Simulación de Dinámica Molecular , Péptidos/metabolismo , Proteínas/metabolismo , Secuencia de Aminoácidos , Entropía , Ligandos , Datos de Secuencia Molecular , Péptidos/química , Unión Proteica , Conformación Proteica , Proteínas/química
5.
Brief Bioinform ; 10(3): 247-58, 2009 May.
Artículo en Inglés | MEDLINE | ID: mdl-19332474

RESUMEN

Molecular graphics provides an intuitive way for representation, modeling and analysis of complex chemical and biological systems. It is now widely used in the theoretical chemistry, structural biology, molecular modeling and drug design communities. Traditional molecular graphics techniques mainly dedicate to showing molecular architectures at three-dimensional (3D) level. However, in some occasions the two-dimensional (2D) representation of molecular configurations, profiles, behaviors and interactions may be more readily acceptable for audiences, especially when we need to describe abstract information in a straightforward way or to present numerous data in schematic diagrams. In recent years, 2D representation methods/tools have been developed rapidly for various purposes, ranging from the aesthetic depiction of atomic arrangement for small organic molecules to schematic layout of complicated nonbonding network across the biomolecular binding interfaces, and have received considerable interest in the fields of chemistry, biology and medicine. In this article we first propose the term of 2D molecular graphics to cover the spectrum of 2D representing chemical and biological systems, we also give a comprehensive review on the methods, tools and applications of 2D molecular graphics.


Asunto(s)
Gráficos por Computador , Modelos Biológicos , Modelos Químicos , Algoritmos , Simulación por Computador , Modelos Moleculares , Estructura Molecular , Proteínas/química , ARN/química , Programas Informáticos , Interfaz Usuario-Computador
6.
J Struct Biol ; 169(2): 172-82, 2010 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-19835958

RESUMEN

The importance of water in biological systems has long been recognized in chemistry and biology communities. In this article we describe a new manner by which water affects biomolecular behaviors, called halogen-water-hydrogen bridge (XWH bridge), that is, one hydrogen bonding (H-bonding) in water-mediated H-bond bridge is replaced by halogen bonding (X-bonding). Although behaving similarly to water-mediated H-bond motif, the XWH bridge usually stands in multifurcated forms and possesses stronger directionality. Quantum mechanical analysis on several model and real systems reveals that the XWH bridges are more thermodynamically stable than other water-involved interactions, and this stability is further enhanced by the cooperation of X-bonding and H-bonding. Crystal structure survey clearly demonstrates the significance of XWH bridges in stabilization of biomolecular conformations and in mediation of protein-protein, protein-nucleic acid, and receptor-ligand recognition and binding. These findings shed light into the potential value of XWH bridges in drug design and biological engineering.


Asunto(s)
Halógenos/química , Hidrógeno/química , Modelos Moleculares , Agua/química , Bioingeniería/métodos , Diseño de Fármacos , Enlace de Hidrógeno , Modelos Químicos , Termodinámica
7.
Amino Acids ; 38(1): 199-212, 2010 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-19123053

RESUMEN

Different statistical modeling methods (SMMs) are used for nonlinear system classification and regression. On the basis of Bayesian probabilistic inference, Gaussian process (GP) is preliminarily used in the field of quantitative structure-activity relationship (QSAR) but has not yet been applied to quantitative sequence-activity model (QSAM) of biosystems. This paper proposes the application of GP as an alternative tool for the QSAM modeling of peptides. To investigate the modeling performance of GP, three classical peptide panels were used: Angiotensin-I converting enzyme inhibitory dipeptides, bradykinin-potentiating pentapeptides and cationic antimicrobial pentadecapeptides. On this basis, we made a comprehensive comparison between the GP and some widely used SMMs such as PLS, artificial neural network (ANN) and support vector machine (SVM), and gave the conclusions as follow: (1) for those of structurally complicated peptides, particularly the polypeptides, linear PLS was incapable of capturing all dependences hidden in the peptide systems, (2) even in assistance with the monitoring technique, ANN was inclined to be overtrained in the cases of insufficient number of peptide samples, (3) SVM and GP performed best for the three peptide panels. Moreover, since GP was able to correlate the linear and nonlinear-hybrid relationship, it was slightly superior to SVM at most peptide sets.


Asunto(s)
Redes Neurales de la Computación , Péptidos/química , Relación Estructura-Actividad Cuantitativa , Modelos Estadísticos
8.
J Chem Inf Model ; 50(8): 1476-88, 2010 Aug 23.
Artículo en Inglés | MEDLINE | ID: mdl-20726602

RESUMEN

Protein-DNA recognition plays a central role in the regulation of gene expression. With the rapidly increasing number of protein-DNA complex structures available at atomic resolution in recent years, a systematic, complete, and intuitive framework to clarify the intrinsic relationship between the global binding modes of these complexes is needed. In this work, we modified, extended, and applied previously defined RNA-recognition themes to describe protein-DNA recognition and used a protocol that incorporates automatic methods into manual inspection to plant a comprehensive classification tree for currently available high-quality protein-DNA structures. Further, a nonredundant (representative) data set consisting of 200 thematically diverse complexes was extracted from the leaves of the classification tree by using a locally sensitive interface comparison algorithm. On the basis of the representative data set, various physical and chemical properties associated with protein-DNA interactions were analyzed using empirical or semiempirical methods. We also examined the individual energetic components involved in protein-DNA interactions and highlighted the importance of conformational entropy, which has been almost completely ignored in previous studies of protein-DNA binding energy.


Asunto(s)
ADN/metabolismo , Proteínas/metabolismo , Aminoácidos/química , Aminoácidos/metabolismo , Sitios de Unión , ADN/química , Bases de Datos de Ácidos Nucleicos , Bases de Datos de Proteínas , Enlace de Hidrógeno , Modelos Moleculares , Conformación de Ácido Nucleico , Nucleótidos/química , Nucleótidos/metabolismo , Unión Proteica , Conformación Proteica , Proteínas/química , Termodinámica
9.
Proteins ; 76(1): 151-63, 2009 Jul.
Artículo en Inglés | MEDLINE | ID: mdl-19089987

RESUMEN

Sulfur atoms have been known to participate in hydrogen bonds (H-bonds) and these sulfur-containing H-bonds (SCHBs) are suggested to play important roles in certain biological processes. This study aims to comprehensively characterize all the SCHBs in 500 high-resolution protein structures (< or =1.8 A). We categorized SCHBs into six types according to donor/acceptor behaviors and used explicit hydrogen approach to distinguish SCHBs from those of nonhydrogen bonding interactions. It is revealed that sulfur atom is a very poor H-bond acceptor, but a moderately good H-bond donor. In alpha-helix, considerable SCHBs were found between the sulphydryl group of cysteine residue i and the carbonyl oxygen of residue i-4, and these SCHBs exert effects in stabilizing helices. Although for other SCHBs, they possess no specific secondary structural preference, their geometric characteristics in proteins and in free small compounds are significantly distinct, indicating the protein SCHBs are geometrically distorted. Interestingly, sulfur atom in the disulfide bond tends to form bifurcated H-bond whereas in cysteine-cysteine pairs prefer to form dual H-bond. These special H-bonds remarkably boost the interaction between H-bond donor and acceptor. By oxidation/reduction manner, the mutual transformation between the dual H-bonds and disulfide bonds for cysteine-cysteine pairs can accurately adjust the structural stability and biological function of proteins in different environments. Furthermore, few loose H-bonds were observed to form between the sulphydryl groups and aromatic rings, and in these cases the donor H is almost over against the rim rather than the center of the aromatic ring.


Asunto(s)
Proteínas/química , Azufre/química , Cristalografía por Rayos X , Cisteína/química , Bases de Datos de Proteínas , Enlace de Hidrógeno , Metionina/química , Conformación Proteica , Estructura Secundaria de Proteína
10.
J Comput Chem ; 30(16): 2738-51, 2009 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-19399760

RESUMEN

A new method is described to measure the geometric similarity between protein-RNA interfaces quantitatively. The method is based on a procedure that dissects the interface geometry in terms of the spatial relationships between individual amino acid nucleotide pairs. Using this technique, we performed an all-on-all comparison of 586 protein-RNA interfaces deposited in the current Protein Data Bank, as the result, an interface-interface similarity score matrix was obtained. Based upon this matrix, hierarchical clustering was carried out which yielded a complete clustering tree for the 586 protein-RNA interfaces. By investigating the organizing behavior of the clustering tree and the SCOP classification of protein partners in complexes, a geometrically nonredundant, diverse data set (representative data set) consisting of 45 distinct protein-RNA interfaces was extracted for the purpose of studying protein-RNA interactions, RNA regulations, and drug design. We classified protein-RNA interfaces into three types. In type I, the families and interface structural classes of the protein partners, as well as the interface geometries are all similar. In type II, the interface geometries and the interface structural classes are similar, whereas the protein families are different. In type III, only the interface geometries are similar but the protein families and the interface structural classes are distinct. Furthermore, we also show two new RNA recognition themes derived from the representative data set.


Asunto(s)
Proteínas/metabolismo , ARN/metabolismo , Humanos , Modelos Moleculares , Conformación de Ácido Nucleico , Unión Proteica , Conformación Proteica , Proteínas/química , ARN/química , Proteínas de Unión al ARN/química , Proteínas de Unión al ARN/metabolismo
11.
J Comput Chem ; 30(6): 940-51, 2009 Apr 30.
Artículo en Inglés | MEDLINE | ID: mdl-18942722

RESUMEN

A program called the 2D-GraLab is described for automatically generating schematic representation of nonbonding interactions across the protein binding interfaces. The input file of this program takes the standard PDB format, and the outputs are two-dimensional PostScript diagrams giving intuitive and informative description of the protein-protein interactions and their energetics properties, including hydrogen bond, salt bridge, van der Waals interaction, hydrophobic contact, pi-pi stacking, disulfide bond, desolvation effect, and loss of conformational entropy. To ensure these interaction information are determined accurately and reliably, methods and standalone programs employed in the 2D-GraLab are all widely used in the chemistry and biology community. The generated diagrams allow intuitive visualization of the interaction mode and binding specificity between two subunits in protein complexes, and by providing information on nonbonding energetics and geometric characteristics, the program offers the possibility of comparing different protein binding profiles in a detailed, objective, and quantitative manner. We expect that this 2D molecular graphics tool could be useful for the experimentalists and theoreticians interested in protein structure and protein engineering.


Asunto(s)
Gráficos por Computador , Complejos Multiproteicos/química , Complejos Multiproteicos/metabolismo , Disulfuros/química , Entropía , Enlace de Hidrógeno , Interacciones Hidrofóbicas e Hidrofílicas , Unión Proteica , Conformación Proteica , Sales (Química)/química , Programas Informáticos
12.
J Chem Inf Model ; 49(10): 2344-55, 2009 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-19788294

RESUMEN

Although fluorination of pharmacologically active compounds has long been a common strategy to increase their metabolic stability and membrane permeation, the functionality of protein-ligand interactions involving fluorine atoms (fluorine bonding) was only recently recognized in the chemistry and biology communities. In this study, the geometric characteristics and the energetic behaviors of fluorine bonding were systematically investigated by combining two quite disparate but complementary approaches: X-ray structural analysis and theoretical calculations. We found that the short contacts involving fluorine atoms (generalized fluorine bonding) between proteins and fluorinated ligands are very frequent, and these contacts, compared to those routine hydrogen/halogen bonding, are more similar to sulfur-involved hydrogen bonding observed in proteins. ONIOM-based quantum mechanics/molecular mechanics analysis further revealed that fluorine bonding does play an essential role in protein-ligand binding, albeit the strength of isolated fluorine bonding is quite modest. Furthermore, 14 quantum mechanics (QM) and molecular mechanics (MM) methods were performed to reproduce fluorine bonding energies obtained at the rigorous MP2/aug-cc-pVDZ level of theory, and the results showed that most QM and very few MM methods perform well in the reproducibility; the MPWLYP functional and MMFF94 force field are recommended to study moderate and large fluorine bonding systems, respectively.


Asunto(s)
Flúor/química , Flúor/metabolismo , Proteínas/metabolismo , Cristalografía por Rayos X , Bases de Datos de Proteínas , Diseño de Fármacos , Humanos , Ligandos , Modelos Moleculares , Conformación Molecular , Unión Proteica , Proteínas/química , Teoría Cuántica , Termodinámica
13.
J Zhejiang Univ Sci B ; 9(12): 990-5, 2008 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-19067468

RESUMEN

The effect of L-proline as a promoter on the condensation reaction of salicylaldehyde or its derivatives with ethyl acetoacetate in neutral ionic liquid [emim]BF4 was studied. All reactions were carried out under mild reaction conditions and achieved high yields. Moreover, the ionic liquid containing L-proline could be recycled and reused for several times without noticeably decreasing in productivity. The results show that the L-proline-[emim]BF4 system has a potential in contribution to the development of environmentally friendly and inexpensive processes in organic syntheses.


Asunto(s)
Cumarinas/síntesis química , Líquidos Iónicos/química , Prolina/química
14.
ChemistryOpen ; 6(1): 102-111, 2017 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-28168155

RESUMEN

Natural products are a major source of biological molecules. The 3-methylfuran scaffold is found in a variety of plant secondary metabolite chemical elicitors that confer host-plant resistance against insect pests. Herein, the diversity-oriented synthesis of a natural-product-like library is reported, in which the 3-methylfuran core is fused in an angular attachment to six common natural product scaffolds-coumarin, chalcone, flavone, flavonol, isoflavone and isoquinolinone. The structural diversity of this library is assessed computationally using cheminformatic analysis. Phenotypic high-throughput screening of ß-glucuronidase activity uncovers several hits. Further in vivo screening confirms that these hits can induce resistance in rice to nymphs of the brown planthopper Nilaparvata lugens. This work validates the combination of diversity-oriented synthesis and high-throughput screening of ß-glucuronidase activity as a strategy for discovering new chemical elicitors.

15.
Anal Sci ; 22(3): 427-30, 2006 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-16733316

RESUMEN

The binding of lomefloxacin to bovine lactoferrin (BLf) in a dilute aqueous solution was studied using fluorescence spectra. The binding constant (K) and the number of binding sites (n) were obtained by a fluorescence quenching method. The binding distance (r) and energy-transfer efficiency (E) between lomefloxacin and bovine lactoferrin were also obtained according to the mechanism of Foörster-type dipole-dipole nonradiative energy-transfer. The effect of lomefloxacin on the conformation of bovine lactoferrin was also analyzed by synchronous fluorescence spectroscopy. The interaction between lomefloxacin and bovine lactoferrin is strong. Lomefloxacin can affect the conformation of bovine lactoferrin to some degree.


Asunto(s)
Fluoroquinolonas/química , Lactoferrina/química , Espectrometría de Fluorescencia/métodos , Animales , Sitios de Unión , Bovinos , Transferencia de Energía , Fluoroquinolonas/metabolismo , Lactoferrina/metabolismo , Lactoferrina/farmacología , Unión Proteica , Conformación Proteica/efectos de los fármacos
16.
J Zhejiang Univ Sci B ; 7(6): 452-8, 2006 Jun.
Artículo en Inglés | MEDLINE | ID: mdl-16691639

RESUMEN

The binding of pefloxacin mesylate (PFLX) to bovine lactoferrin (BLf) and human serum albumin (HSA) in dilute aqueous solution was studied using fluorescence spectra and absorbance spectra. The binding constant K and the binding sites n were obtained by fluorescence quenching method. The binding distance r and energy-transfer efficiency E between pefloxacin mesylate and bovine lactoferrin as well as human serum albumin were also obtained according to the mechanism of Förster-type dipole-dipole nonradiative energy-transfer. The effects of pefloxacin mesylate on the conformations of bovine lactoferrin and human serum albumin were also analyzed using synchronous fluorescence spectroscopy.


Asunto(s)
Antibacterianos/metabolismo , Lactoferrina/metabolismo , Pefloxacina/metabolismo , Albúmina Sérica/metabolismo , Animales , Antibacterianos/química , Antibacterianos/farmacología , Sitios de Unión , Bovinos , Humanos , Cinética , Lactoferrina/química , Pefloxacina/química , Pefloxacina/farmacología , Unión Proteica , Conformación Proteica , Albúmina Sérica/química , Espectrometría de Fluorescencia , Espectrofotometría Ultravioleta
17.
J Zhejiang Univ Sci B ; 16(10): 883-96, 2015 Oct.
Artículo en Inglés | MEDLINE | ID: mdl-26465136

RESUMEN

OBJECTIVE: To provide essential information for peptide inhibitor design, the interactions of Eps15 homology domain of Eps15 homology domain-containing protein 1 (EHD1 EH domain) with three peptides containing NPF (asparagine-proline-phenylalanine), DPF (aspartic acid-proline-phenylalanine), and GPF (glycine-proline-phenylalanine) motifs were deciphered at the atomic level. The binding affinities and the underlying structure basis were investigated. METHODS: Molecular dynamics (MD) simulations were performed on EHD1 EH domain/peptide complexes for 60 ns using the GROMACS package. The binding free energies were calculated and decomposed by molecular mechanics/generalized Born surface area (MM/GBSA) method using the AMBER package. The alanine scanning was performed to evaluate the binding hot spot residues using FoldX software. RESULTS: The different binding affinities for the three peptides were affected dominantly by van der Waals interactions. Intermolecular hydrogen bonds provide the structural basis of contributions of van der Waals interactions of the flanking residues to the binding. CONCLUSIONS: van der Waals interactions should be the main consideration when we design peptide inhibitors of EHD1 EH domain with high affinities. The ability to form intermolecular hydrogen bonds with protein residues can be used as the factor for choosing the flanking residues.


Asunto(s)
Proteínas Adaptadoras del Transporte Vesicular/química , Proteínas Adaptadoras del Transporte Vesicular/ultraestructura , Modelos Químicos , Simulación de Dinámica Molecular , Péptidos/química , Proteínas de Transporte Vesicular/química , Sitios de Unión , Enlace de Hidrógeno , Unión Proteica , Conformación Proteica , Estructura Terciaria de Proteína
18.
Anal Sci ; 20(3): 465-70, 2004 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-15068289

RESUMEN

The binding of gatifloxacin to bovine serum albumin (BSA) in aqueous solution was studied using fluorescence spectroscopy and absorbance spectra, Further, the interactions influenced by Fe3+ and Cu2+ were also explored in this work. Based on Scatchard's site-binding model and florescence quenching, practical formulas for small molecule ligands to bio-macromolecules have been proposed. The binding parameters were measured according to suggested models, and the binding distance and the transfer efficiency of energy between gatifloxacin and BSA were also obtained in view of the Förster theory of non-radiation energy transfer. The effect of gatifloxacin on the conformation of BSA has also been analyzed using synchronous fluorescence spectroscopy.


Asunto(s)
Antiinfecciosos/química , Fluoroquinolonas/química , Algoritmos , Animales , Sitios de Unión , Bovinos , Gatifloxacina , Indicadores y Reactivos , Cinética , Metales/química , Unión Proteica , Conformación Proteica , Albúmina Sérica Bovina/química , Espectrometría de Fluorescencia
19.
J Mol Model ; 18(5): 2079-98, 2012 May.
Artículo en Inglés | MEDLINE | ID: mdl-21904811

RESUMEN

A systematic theoretical investigation on the interaction energies of halogen-ionic bridges formed between halide ions and the polar H atoms bonded to N of protein moieties has been carried out by employing a variety of density functional methods. In this procedure, full geometry optimizations are performed at the Møller-Plesset second-order perturbation (MP2) level of theory in conjunction with the Dunning's augmented correlation-consistent basis set, aug-cc-pVDZ. Subsequently, two distinct basis sets, i.e. 6-311++G(df,pd) and aug-cc-pVTZ, are employed in the following single-point calculations so as to check the stability of the results obtained at the different levels of DFT. The performance of DFT methods has been evaluated by comparing the results with those obtained from the rigorous MP2 theory. It is shown that the B98, B97-1, and M05 give the lowest root-mean-square error (RMSE) for predicting fluoride-binding energies, M05-2X, MPW1B95, and MPW1PW91 have the best performance in reproducing chloride-binding energies, B97-1, PBEKCIS, and PBE1KCIS present the optimal result for bromide-binding energies, while B97-1, MPW1PW91, and TPSS perform most well on iodide-binding energies. The popular B3LYP functional seems to be quite modest for studying halide-protein moiety interactions. In addition, the PBE1KCIS functional provide accuracies close to the computationally expensive MP2 method for the calculation of interaction energies of all halide-binding systems.


Asunto(s)
Bromuros/química , Cloruros/química , Fluoruros/química , Yoduros/química , Proteínas/química , Protones , Enlace de Hidrógeno , Cinética , Modelos Moleculares , Teoría Cuántica , Termodinámica , Agua/química
20.
Chemosphere ; 84(11): 1608-16, 2011 Sep.
Artículo en Inglés | MEDLINE | ID: mdl-21683426

RESUMEN

A paradigmatic study of integrating statistical modeling and experimental analysis to investigate the critical micelle concentration (CMC) and environmental risk of 120 structurally diverse Gemini surfactants is performed. In this procedure, the structural profiles of studied compounds are characterized using hundreds of constitutional, topological, geometrical and electrostatic descriptors, and the resulting variables of the characterization are then calibrated on the basis of experimentally measured properties via a variety of regression techniques, including MLR, PLS, SVM, RF, and GP, in conjunction with two sophisticated variable selection methods, i.e. empirical heuristic strategy and nonnumerical genetic algorithm. Among all the built models the most predictable one is constructed based on the simplest combination of heuristic variable selection and MLR modeling, with its predictive coefficient of determination (r(pred)(2)) and root-mean-square error of prediction (RMSP) on external independent test set of 0.90 and 0.39, respectively. Subsequently, this model is used to explain the structural factors that fundamentally govern the self-assembly behavior of Gemini surfactant molecules in solution and to design several new Gemini surfactants with potentially high CMC activity and low environmental risk. Further, these designed compounds are synthesized by diquaternary ammonium reaction and characterized by elemental analysis, (1)H NMR, (13)C NMR and mass spectrum. Found a promising candidate that possesses particularly high CMC potency as 0.83 mmol L(-1) at 25°C. This experimentally measured value is in agreement with the model-predicted 0.89 mmol L(-1) fairly well.


Asunto(s)
Micelas , Tensoactivos/química , Algoritmos , Espectroscopía de Resonancia Magnética , Espectrometría de Masas , Modelos Estadísticos , Análisis de Componente Principal , Compuestos de Amonio Cuaternario/química
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