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1.
Food Chem ; 372: 131158, 2022 Mar 15.
Article in English | MEDLINE | ID: mdl-34601421

ABSTRACT

In this study, three modified glassy carbon electrodes based on three-dimensional conducting polymer nanocomposites (TDCPNs) were fabricated for evaluating the aging process of Huangjiu (Chinese rice wines). The electrochemical activity and experimental conditions of the TDCPNs modified electrodes were investigated by cyclic voltammetry, the aging information obtained by the modified electrodes were optimized by variance inflation factor (VIF). Principal components analysis (PCA), locally linear embedding (LLE), and locality preserving projection (LPP, which presented the best classification result) based on the optimized data were applied to classify the wine samples. Then, the dimensionality reduction data of PCA, LLE, and LPP were used as input variables of the logistic regression and extreme learning machine (ELM) for evaluating the aging process of Huangjiu, and the LLE-ELM method exhibited the best prediction results. These results demonstrated that the TDCPNs modified electrodes presented the potential for the quality analysis of food and beverages.


Subject(s)
Nanocomposites , Wine , China , Electrochemical Techniques , Electrodes , Principal Component Analysis , Wine/analysis
2.
Sensors (Basel) ; 20(4)2020 Feb 15.
Article in English | MEDLINE | ID: mdl-32075334

ABSTRACT

Aroma and taste are the most important attributes of alcoholic beverages. In the study, the self-developed electronic tongue (e-tongue) and electronic nose (e-nose) were used for evaluating the marked ages of rice wines. Six types of feature data sets (e-tongue data set, e-nose data set, direct-fusion data set, weighted-fusion data set, optimized direct-fusion data set, and optimized weighted-fusion data set) were used for identifying rice wines with different wine ages. Pearson coefficient analysis and variance inflation factor (VIF) analysis were used to optimize the fusion matrixes by removing the multicollinear information. Two types of discrimination methods (principal component analysis (PCA) and locality preserving projections (LPP)) were used for classifying rice wines, and LPP performed better than PCA in the discrimination work. The best result was obtained by LPP based on the weighted-fusion data set, and all the samples could be classified clearly in the LPP plot. Therefore, the weighted-fusion data were used as independent variables of partial least squares regression, extreme learning machine, and support vector machines (LIBSVM) for evaluating wine ages, respectively. All the methods performed well with good prediction results, and LIBSVM presented the best correlation coefficient (R2 ≥ 0.9998).


Subject(s)
Electronic Nose , Oryza/chemistry , Wine/analysis , Discriminant Analysis , Gold/chemistry , Least-Squares Analysis , Metal Nanoparticles/chemistry , Metal Nanoparticles/ultrastructure , Principal Component Analysis , Support Vector Machine , Taste , Time Factors
3.
Eur J Med Chem ; 46(5): 1914-8, 2011 May.
Article in English | MEDLINE | ID: mdl-21392862

ABSTRACT

Eight new gold(III) complexes (1-8) of 5-aryl-3-(pyridin-2-yl)-4,5-dihydropyrazole-1-carbothioamide have been synthesized and characterized by elemental analysis, molar conductivity, IR, UV, 1H NMR, 13C NMR, MS, and thermal analysis techniques. The cytotoxicity was tested by MTT assay. The results indicate that the complexes 1-8 exert cytotoxic effects against HeLa and A549 cell lines. Moreover, the complexes 1, 4, 5, 7 and 8 have higher cytotoxicity than cisplatin against HeLa cell line. It suggests that the substituent groups on benzene have important effect on cytotoxicity.


Subject(s)
Antineoplastic Agents/pharmacology , Gold/chemistry , Organogold Compounds/pharmacology , Pyrazoles/chemistry , Thioamides/chemistry , Antineoplastic Agents/chemical synthesis , Antineoplastic Agents/chemistry , Cell Proliferation/drug effects , Drug Screening Assays, Antitumor , HeLa Cells , Humans , Ligands , Molecular Structure , Organogold Compounds/chemical synthesis , Organogold Compounds/chemistry , Stereoisomerism , Structure-Activity Relationship , Temperature , Tumor Cells, Cultured
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