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101.
Bing Niu Yuhuan Jin Lin Lu Kaiyan Fen Lei Gu Zhisong He Wencong Lu Yixue Li Yudong Cai 《Molecular diversity》2009,13(3):313-320
The knowledge of whether one enzyme can interact with a small molecule is essential for understanding the molecular and cellular
functions of organisms. In this paper, we introduce a classifier to predict the small molecule– enzyme interaction, i.e.,
whether they can interact with each other. Small molecules are represented by their chemical functional groups, and enzymes
are represented by their biochemical and physicochemical properties, resulting in a total of 160 features. These features
are input into the AdaBoost classifier, which is known to have good generalization ability to predict interaction. As a result,
the overall prediction accuracy, tested by tenfold cross-validation and independent sets, is 81.76% and 83.35%, respectively,
suggesting that this strategy is effective. In this research, we typically choose interactions between small molecules and
enzymes involved in metabolism to ultimately improve further understanding of metabolic pathways. An online predictor developed
by this research is available at .
Electronic supplementary material The online version of this article (doi:) contains supplementary material, which is available to authorized users. 相似文献
102.
Fen Yu Dr. Xuan Fang Huimin Jia Miaoxing Liu Xiaotong Shi Chaowen Xue Dr. Tingtao Chen Prof. Zhipeng Wei Prof. Fang Fang Prof. Hui Zhu Prof. Hongbo Xin Prof. Jing Feng Prof. Xiaolei Wang 《Chemistry (Weinheim an der Bergstrasse, Germany)》2016,22(24):8053-8058
For the first time, the influence of different types of atoms (Zn and O) on the antibacterial activities of nanosized ZnO was quantitatively evaluated with the aid of a 3D‐printing‐manufactured evaluation system. Two different outermost atomic layers were manufactured separately by using an ALD (atomic layer deposition) method. Interestingly, we found that each outermost atomic layer exhibited certain differences against gram‐positive or gram‐negative bacterial species. Zinc atoms as outermost layer (ZnO?Zn) showed a more pronounced antibacterial effect towards gram‐negative E. coli (Escherichia coli), whereas oxygen atoms (ZnO?O) showed a stronger antibacterial activity against gram‐positive S. aureus (Staphylococcus aureus). A possible antibacterial mechanism has been comprehensively discussed from different perspectives, including Zn2+ concentrations, oxygen vacancies, photocatalytic activities and the DNA structural characteristics of different bacterial species. 相似文献
103.
Differentiating parts of Cinnamomum cassia using LC‐qTOF‐MS in conjunction with principal component analysis 下载免费PDF全文
Pei‐Yi Chen Jhe‐Wei Yu Fen‐Ling Lu Mei‐Chih Lin Hwei‐Fang Cheng 《Biomedical chromatography : BMC》2016,30(9):1449-1457
Cinnamon bark (Rou Gui in Chinese), cinnamon twig (Gui Zhi) and shaved cinnamon bark (Gui Sin) have been widely used as spices and in traditional Chinese medicine since ancient times. On‐going issues related to quality and authenticity necessitate the development of analytical methods capable of providing an objective evaluation of samples. In this study, chemical fingerprints of cinnamon bark, cinnamon twigs and shaved cinnamon bark were established using liquid chromatography quadruple time‐of‐flight mass spectrometry in conjunction with principal component analysis (PCA). From 125 samples of cinnamon, we identified the following eight compounds and their the detection ratios: coumarin, cinnamaldehyde, cinnamyl alcohol, cinnamic acid, 2‐hydroxycinnamaldehyde, 2‐hydroxycinnamic acid, 2‐methoxycinnamaldehyde and 4‐methoxycinnamaldehyde. Of these, 4‐methoxycinnamaldehyde presented the largest variations in detection ratio, making up 64.0, 97.4 and 50.0% in cinnamon bark, cinnamon twig, and shaved cinnamon bark, respectively. The quantities of cinnamyl alcohol, coumarin and cinnamaldehyde also varied between the three parts of the plant. Chemical fingerprints of the three cinnamon samples were established using principal component analysis, the results of which indicate that cinnamon bark and shaved cinnamon bark could be easily differentiated, despite a marked similarity in outward appearance. Cinnamon twig was also shown to depart from the other clusters. The proposed method provides a fast and efficient means of identifying cinnamon herbs for quality control purposes. Copyright © 2016 John Wiley & Sons, Ltd. 相似文献
104.
The recently described pressure reaction in the presence of trithylamine with subsequent thermal (200°C) cyclization provided 13N‐pyridylcantharidinimides 4a‐4m from aminopyridines and cantharidin in yields of 15–83%. 2‐Amino‐3,5‐dichloropyridine failed to yield 4n . 相似文献
105.
A new set of trial functions for 1s^22sns configurations in a beryllium atom is suggested. A Mathematica program based on the variational method is developed to calculate the wavefunctions and energies of 1s^22sns (n = 3 - 6) configurations in a beryllium atom. Non-relativistic energy, polarization correction and relativistic correction which include mass correction, one- and two-body Darwin corrections, spin-spin contact interaction and orbit-orbit interaction, are calculated respectively. The results are in good agreement with experimental data. 相似文献
106.
Tang F Wang J Liu D Yuan G Liu Y Jin Zhu C Fen Zhao Y 《Rapid communications in mass spectrometry : RCM》2002,16(11):1035-1039
The electrospray ionization tandem mass spectrometric (ESI-MS/MS) characteristics and fragmentation mechanisms of eight distamycin analogues containing N-methylpyrrole and N-methylimidazole were investigated. The members of two isomeric groups of distamycin analogues with the same elemental composition can be distinguished by MS/MS spectra of protonated molecules and of significant fragment ions. 相似文献
107.
A simple and one-pot route for the synthesis of d4T or AZT hydrogen phosphonate derivatives via reaction of d4T or AZT with phosphorus trichloride, then alcoholysis and dealkylation in the presence of the corresponding alcohol is described. 相似文献
108.
109.
ANeutronDiffractionStudyfortheCrystalStructureoftheDeuterium(hydrogen)L-ArgininePhosphateMonohydrateChengZhi-Xu;ChengYuFen;Gu... 相似文献
110.
Copperproteinsitesareassociatedwithavarietyofvitalbiologicalfunctions,includingelectrontransfer,anddioxygentransportandactivationl.ThelargemolecularweightandcomPlexnatureoftheproteinsmakedetailedstudiesoftheiractivesitesandchemistryverydifficult-Tobetterunderstandtheinherentcoordinationchemistryassociatedwiththeactivesite,syntheticanalogsaremostuseful2.Histidine(imidazole)playskeyrolesinthecatalyticfunctionsofalmostallofthemetalloenzymes.Therefore,complexeswithinddazoleligandsareofinterestast… 相似文献