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1.
Phys Chem Chem Phys ; 25(3): 1903-1922, 2023 Jan 18.
Article in English | MEDLINE | ID: mdl-36541431

ABSTRACT

The application of various density functional approximations (DFAs) and an emphasis on popular methods without any consensus have prevailed in computational studies dedicated to carbocations. More importantly, an extensive and rigorous benchmark investigation on density functionals for the class is still lacking. To close this gap, we present a comprehensive benchmark study of quantum chemical methods on a series of classical and nonclassical carbocations, the CARBO33 dataset. We evaluate a total of 107 DFT methods from all rungs giving particular attention to double hybrid density functionals as the potential of the class has been largely undermined in the context of carbocations. To support our findings, DLPNO-CCSD(T) at the complete basis set (CBS) limit and W1-F12 are used as reference methods. Our results indicate that the composite CBS-QB3 method performs poorly and should not be adopted for target energies. Oftentimes, the tested DFAs of a lower rung perform better than several DFAs in a higher rung of Perdew's "Jacob's ladder". Nonetheless, double hybrids DSD-PBEP86-NL and ωB97X-2-D3(BJ) stand out by showing the overall best performance. Among the hybrids evaluated, about half of them show mean absolute deviation (MAD) below 1.1 kcal mol-1, including the popular hybrids M06-2X and mPW1PW91. In this family, MN15-D3(BJ) performs particularly well (MAD = 0.77 kcal mol-1) displaying reliable results across various tests. Highly popular B3LYP exhibited one of the worst performances (MAD = 4.74 kcal mol-1), and we do not recommend its application to carbocations. We also assess the 24 general-purpose basis sets of single- up to quadruple-ζ quality. The best compromise between accuracy and computational cost is achieved with cc-pVTZ followed by def2-TZVP. Computations on larger structures of general interest, including terpene carbocations, are also presented for selected DFT methods confirming general trends in the results.

2.
J Chem Theory Comput ; 17(11): 6876-6885, 2021 Nov 09.
Article in English | MEDLINE | ID: mdl-34637284

ABSTRACT

A benchmark density functional theory (DFT) study of 1H NMR chemical shifts for data sets comprising 200 chemical shifts, including complex natural products, has been carried out to assess the performance of DFT methods. Two new benchmark data sets, NMRH33 and NMRH148, have been established. The meta-GGA revTPSS performs remarkably well against the NMRH33 benchmark set (mean absolute deviation (MAD), 0.10 ppm; maximum deviation (max), 0.26 ppm) with the smallest MAD of all evaluated functionals. The best-performing double-hybrid density functional (DHDF), revDSD-BLYP (MAD, 0.16 ppm; max, 0.35 ppm), performs similarly to hybrid-GGA methods (e.g., mPW1PW91/6-311G(d) (MAD, 0.15 ppm; max, 0.36 ppm)), but at a considerably higher computational cost. The results indicate that currently available double-hybrid DFT methods offer no benefit over GGA (including hybrid and meta) functionals in the calculation of 1H NMR chemical shifts.

3.
Materials (Basel) ; 12(17)2019 Aug 27.
Article in English | MEDLINE | ID: mdl-31461952

ABSTRACT

The aim of the present study was to evaluate the effect of the hydroxyethyl-methacrylate (HEMA) concentration and solvent content of dental adhesives on cell viability and cytokine (IL-1b, IL-6, IL-10, TNF-α) release by human dental pulp cells (HDPCs). HDPCs were obtained from fresh extracted human third molars. Experimental adhesives were prepared containing different concentrations of HEMA (0%, 10%, and 20%) with and without solvent (ethanol 10%). Cylindrical specimens were immersed on culture medium during 24 h to obtain the extracts. The cells were incubated with extracts (culture medium + components leached from the adhesives) of different adhesives, and cell viability and cytokine release were evaluated after 6 and 24 h of exposure. Adhesives containing HEMA promoted high cell viability reduction after 6 h of exposure; but after 24 h, the results were similar to the ones found among control group cells. These effects on cell viability were prominently increased with the addition of solvent. Although IL-1b release was not affected by exposure to eluates, other cytokines (IL-10, IL-6, TNF-α) were modulated by the different experiment conditions, directly influenced by the HEMA concentration and presence of solvent. Higher HEMA concentrations, combined with the presence of solvent, can promote significant reduction on HDPC viability, increasing the release of anti- and pro-inflammatory mediators.

4.
Future Med Chem ; 10(3): 335-342, 2018 02 01.
Article in English | MEDLINE | ID: mdl-29393678

ABSTRACT

Quantitative structure-activity relationship (QSAR) has proved to be an invaluable tool in medicinal chemistry. Data availability at unprecedented levels through various databases have collaborated to a resurgence in the interest for QSAR. In this context, rapid generation of quality predictive models is highly desirable for hit identification and lead optimization. We showcase the application of an automated QSAR approach, which randomly selects multiple training/test sets and utilizes machine-learning algorithms to generate predictive models. Results demonstrate that AutoQSAR produces models of improved or similar quality to those generated by practitioners in the field but in just a fraction of the time. Despite the potential of the concept to the benefit of the community, the AutoQSAR opportunity has been largely undervalued.


Subject(s)
Automation , Quantitative Structure-Activity Relationship , Algorithms , Chemistry, Pharmaceutical , Machine Learning
5.
J Comput Aided Mol Des ; 31(9): 801-816, 2017 Sep.
Article in English | MEDLINE | ID: mdl-28795372

ABSTRACT

Chagas's is a neglected tropical disease caused by the protozoan parasite Trypanosoma cruzi. According to the World Health Organization, 7 million people are infected worldwide leading to 7000 deaths per year. Drugs available, nifurtimox and benzimidazole, are limited due to low efficacy and high toxicity. As a validated target, cruzain represents a major front in drug discovery attempts for Chagas disease. Herein, we describe the development of 2D QSAR ([Formula: see text] = 0.81) and a 3D-QSAR-based pharmacophore ([Formula: see text] = 0.82) from a series of non-covalent cruzain inhibitors represented mostly by oxadiazoles (lead compound, IC50 = 200 nM). Both models allowed us to map key intermolecular interactions in S1', S2 and S3 cruzain sub-sites (including halogen bond and C‒H/π). To probe the predictive capacity of obtained models, inhibitors available in the literature from different classes displaying a range of scaffolds were evaluate achieving mean absolute deviation of 0.33 and 0.51 for 2D and 3D models, respectively. CoMFA revealed an unexplored region where addition of bulky substituents to produce new compounds in the series could be beneficial to improve biological activity.


Subject(s)
Chagas Disease/drug therapy , Oxadiazoles/chemistry , Protozoan Proteins/antagonists & inhibitors , Quantitative Structure-Activity Relationship , Trypanocidal Agents/chemistry , Binding Sites , Cysteine Endopeptidases , Drug Design , Humans , Molecular Docking Simulation , Molecular Structure , Protein Binding , Protein Conformation , Quantum Theory
6.
Photodiagnosis Photodyn Ther ; 15: 139-42, 2016 Sep.
Article in English | MEDLINE | ID: mdl-27435749

ABSTRACT

BACKGROUND: In this study is presented the correlation between laser speckle images and enamel hardness loss. METHODS: In order to shift the enamel hardness, a dental demineralization model was applied to 32 samples of vestibular bovine teeth. After they were cleaned, cut and polished, the samples were divided into 4 groups and immersed in 30ml of a cola-based soft drink for 10, 20, 30 and 40min twice a day for 7 consecutive days with half the surface protected by two layers of nail polish. Each sample was analyzed by Knoop hardness and laser speckle imaging. RESULTS: Pearson's correlation analysis demonstrated that the laser speckle image technique presents a strong correlation with the hardness loss of the enamel (r=0.7085, p<0.0001). This finding is corroborated by Blend & Altman analysis, in which the data presented a constant behavior throughout the whole interval. For both analyses, more than 95% of the data is within the confidence interval, as expected. CONCLUSION: This work demonstrates, for the first time to our knowledge, an empirical model for correlating laser speckle images with the loss of tooth enamel hardness.


Subject(s)
Dental Enamel/physiopathology , Hardness Tests/methods , Hardness , Microscopy, Confocal/methods , Tooth Demineralization/diagnosis , Tooth Demineralization/physiopathology , Animals , Cattle , Computer Simulation , Dental Caries Susceptibility , Dental Enamel/diagnostic imaging , Dental Enamel Solubility , In Vitro Techniques , Models, Biological , Reproducibility of Results , Sensitivity and Specificity
7.
Curr Top Med Chem ; 16(20): 2290-302, 2016.
Article in English | MEDLINE | ID: mdl-27072717

ABSTRACT

Chagas disease represents a serious burden for millions of people worldwide. Transmitted by the protozoan parasite Trypanosoma cruzi, this neglected tropical disease causes more than 10,000 deaths each year and is the main cause of heart failure in Latin America, where it is endemic. Although most cases are concentrated in Latin American countries, Chagas disease has been increasingly reported in non-endemic regions, where the low level of public awareness on the subject contributes to the growing prevalence of the disease. The available medicines are characterized by several safety and efficacy drawbacks that prevent millions of people, particularly those with advanced disease, from receiving adequate treatment. This urgent need has stimulated the emergence of diverse initiatives dedicated to the research and development (R&D) of novel therapeutic agents for Chagas disease. Public-private partnerships have been responsible for a significant increase in the investments in R&D programs and major advancements have been achieved over the past ten years. A number of collaborative projects have been leveraged by this organizational model, which privileges sharing of data, expertise, and resources between research institutions and pharmaceutical companies. Among the current strategies employed by these consortia, target-based and phenotypic screenings have achieved the most promising results. This article provides an overview on the current status and recent advances in Chagas disease drug discovery.


Subject(s)
Chagas Disease/drug therapy , Drug Discovery , Trypanocidal Agents/therapeutic use , Humans
8.
PLoS One ; 10(2): e0118429, 2015.
Article in English | MEDLINE | ID: mdl-25679807

ABSTRACT

Erosion is a highly prevalent condition known as a non-carious lesion that causes progressive tooth wear due to chemical processes that do not involve the action of bacteria. Speckle images proved sensitive to even minimal mineral loss from the enamel. The aim of the present study was to investigate the use of laser speckle imaging analysis in the spatial domain to quantify shifts in the microstructure of the tooth surface in an erosion model. 32 fragments of the vestibular surface of bovine incisors were divided in for groups (10 min, 20 min. 30 min and 40 min of acid etching) immersed in a cola-based beverage (pH approximately 2.5) twice a day during 7 days to create an artificial erosion. By analyzing the laser speckle contrast map (LASCA) in the eroded region compared to the sound it was observed that the LASCA map shifts, proportionally to the acid each duration, by: 18%; 23%; 39% and 44% for the 10 min; 20 min; 30 min and 40 min groups, respectively. To the best of our knowledge, this is the first study to demonstrate the correlation between speckle patterns and erosion progression.


Subject(s)
Diagnostic Imaging/methods , Lasers , Tooth Erosion/diagnosis , Animals , Cattle , Disease Models, Animal
9.
J Biomater Appl ; 29(5): 654-61, 2014 Nov.
Article in English | MEDLINE | ID: mdl-25015652

ABSTRACT

This study reports the results of the characterization of cellulose acetate butyrate and polycaprolactone-triol blends in terms of miscibility, swelling capacity, mechanical properties, and inflammatory response in vivo. The cellulose acetate butyrate film was opaque and rigid, with glass transition (T g ) at 134℃ and melting temperature of 156℃. The cellulose acetate butyrate/polycaprolactone-triol films were transparent up to a polycaprolactone-triol content of 60%. T g of the cellulose acetate butyrate films decreased monotonically as polycaprolactone-triol was added to the blend, thus indicating miscibility. FTIR spectroscopy revealed a decrease in intramolecular hydrogen bonding in polycaprolactone-triol, whereas no hydrogen bonding was observed between cellulose acetate butyrate and -OH from polycaprolactone-triol. The increase in polycaprolactone-triol content in the blend decreased the water uptake. An increase in polycaprolactone-triol content decreased the modulus of elasticity and increased the elongation at break. A cellulose acetate butyrate/polycaprolactone-triol 70/30 blend implanted in rats showed only an acute inflammatory response 7 days after surgery. No change in inflammation mediators was observed.


Subject(s)
Biocompatible Materials/chemistry , Cellulose/analogs & derivatives , Polyesters/chemistry , Animals , Biosensing Techniques , Calorimetry, Differential Scanning , Cellulose/chemistry , Drug Delivery Systems , Elasticity , Hydrogen Bonding , Inflammation , Male , Materials Testing , Rats , Rats, Wistar , Spectrophotometry, Infrared , Spectroscopy, Fourier Transform Infrared , Stress, Mechanical , Temperature , Tensile Strength
10.
Micron ; 42(7): 726-32, 2011 Oct.
Article in English | MEDLINE | ID: mdl-21543230

ABSTRACT

Candida tropicalis has been identified as one of the most prevalent pathogenic yeast species of the Candida-non-albicans (CNA) group. Study of switching in C. tropicalis has not been the subject of extensive research. Therefore, we investigated switching event and characterized the ultrastructural architecture of different phenotypes and biofilm produced in a C. tropicalis clinical strain. Cells switched heritably, reversibly, and at a high frequency between four phenotypes readily distinguishable by the shape of colonies formed on agar at 25°C. SEM analysis was used to verify the architecture of whole Candida colonies at ultrastructural level. The smooth phenotype (parental phenotype) colony showed a hemispherical shape character, while the semi-smooth was characterized by the presence of shallow marginal depressions. The ring and rough phenotypes exhibited more complex architecture and were characterized by the presence of deep central and peripheral depressions areas. The biofilm-forming ability varied among the switch phenotypes. After 12h incubation, the smooth phenotype formed less biofilm compared to the other phenotypes (P<0.05). The electron microscopy analysis revealed that filamentation (pseudohyphae) was associated with ring and rough colonies. The ultrastructural analysis allowed the observation of the arrangement of individual cells within the colonies. At the deep central and peripheral depressions areas of the ring and rough colonies extracellular material was seen in different arrangements. The data presented here open new avenues to study a possible role for extracellular material in the formation and maintenance of the architecture of switch phenotypes in C. tropicalis. It is therefore essential that more strains be investigated to determine the biological significance of extracellular material in C. tropicalis phenotypic switching phenomenon.


Subject(s)
Biofilms/growth & development , Candida albicans/ultrastructure , Candida tropicalis/ultrastructure , Phenotype , Candida albicans/growth & development , Candida tropicalis/growth & development , Cell Adhesion , Colony Count, Microbial , Microscopy, Electron, Scanning
11.
Micron ; 41(6): 604-8, 2010 Aug.
Article in English | MEDLINE | ID: mdl-20430635

ABSTRACT

Candida parapsilosis is found frequently as commensal organism on epithelial tissues, and is also an increasing cause of nosocomial infection. Scanning electron microscope (SEM) observations were used to analyse the capability of C. parapsilosis cells to adhere and grow as biofilm on human natural substrates and to compare the adherence pattern of isolates exhibiting distinct phenotypes. Cells from the crepe phenotype are predominantly elongated and form pseudohyphae whereas cells from the smooth phenotype are yeast-shaped, either in liquid cultures or on human nail and hair surfaces. The electron micrographs revealed that C. parapsilosis cells from the smooth phenotype adhered in higher number to both surfaces compared to the observed for the crepe phenotype. SEM analysis of human hair surface revealed that cells from the smooth phenotype appear as clumped blastoconidia of uniform morphology embedded in a flocculent extracellular material forming biofilm. The extracellular material and biofilm were seeing in a less extension in the crepe phenotype. A distinct adherence pattern was observed when human nail was used as substrate. Here C. parapsilosis cells seem to be linked to surface structures of human nail plate. Fibrillar extracellular material was observed connecting neighbouring cells as well as nail surface.


Subject(s)
Candida/ultrastructure , Hair/microbiology , Host-Pathogen Interactions , Nails/microbiology , Biofilms/growth & development , Cell Adhesion , Humans , Microscopy, Electron, Scanning
12.
Org Biomol Chem ; 8(7): 1619-22, 2010 Apr 07.
Article in English | MEDLINE | ID: mdl-20237673

ABSTRACT

A computational investigation on the origin of the stereoselectivity of 6-exo-trig radical cyclization of alpha,beta-unsaturated ester-tethered sugars has revealed that a boat-like transition state, which keeps the ester in a planar conformation, holds the chiral information. Following this model, the stereocenter to which the ester functionality is connected reports the chirality to the newly formed stereocenter via a 1,4-transfer mechanism.


Subject(s)
Carbohydrates/chemistry , Cyclization , Esters/chemistry , Models, Molecular , Stereoisomerism
13.
Carbohydr Res ; 343(2): 211-20, 2008 Feb 04.
Article in English | MEDLINE | ID: mdl-18039541

ABSTRACT

Aceric acid (3-C-carboxy-5-deoxy-alpha-l-xylofuranose) residues are present in pectic polysaccharide rhamnogalacturonan II (RG II) in the form of synthetically challenging 1,2-cis-glycofuranosides. To access synthetic fragments of RG II incorporating aceric acid, a four-step procedure based on C-2 epimerisation of initially prepared 1,2-trans-glycofuranoside was developed. Readily available derivatives of branched-chain l-lyxofuranose bearing a 3-C-vinyl group as a masked 3-C-carboxyl group were investigated as potential precursors of aceric acid units. In the first step of the procedure, installation of a participating group at C-2 of the furanose ring ensured stereocontrol of the O-glycosylation, which was carried out with the thioglycoside of 2-O-acetyl-3,5-di-O-benzyl-3-C-vinyl-L-lyxofuranose. After the glycosylation step, the 2-O-acetyl group was removed, the free 2-OH group was oxidised and the resulting ketone was finally reduced to form the C-3-vinyl-L-xylofuranoside. The use of L-Selectride in the key reduction reaction was essential to achieve the required stereoselectivity to generate 1,2-cis-furanoside.


Subject(s)
Glycosides/chemical synthesis , Sugar Acids/chemistry , Xylose/analogs & derivatives , Glycosylation , Pectins/chemistry , Stereoisomerism , Xylose/chemistry
14.
Carbohydr Res ; 342(3-4): 529-40, 2007 Feb 26.
Article in English | MEDLINE | ID: mdl-17084824

ABSTRACT

Rapid assembly of starch fragment analogues was achieved using 'click chemistry'. Specifically, a pentadecasaccharide and two hexadecasaccharide mimics containing two parallel maltoheptaosyl chains linked via [1,2,3]-triazoles to glucose or maltose core were synthesised using Cu(I)-catalyzed [3+2] dipolar cycloaddition of azidosaccharides and 4,6-di-O-propargylated methyl alpha-d-glucopyranoside and 6,6'- and 4',6'-di-O-propargylated p-methoxyphenyl beta-maltoside.


Subject(s)
Oligosaccharides/chemical synthesis , Starch/chemistry , Starch/chemical synthesis , Triazoles/chemistry , Amylopectin/analogs & derivatives , Amylopectin/chemical synthesis , Carbohydrate Sequence , Molecular Sequence Data
15.
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