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Prediction of In-silico ADME Properties of 1,2-O-Isopropylidene Aldohexose Derivatives
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نویسنده
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Kovačević Strahinja Z ,Jevrić Lidija R ,Kuzmanović Sanja O Podunavac ,Lončar Eva S
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منبع
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iranian journal of pharmaceutical research - 2014 - دوره : 13 - شماره : 3 - صفحه:899 -907
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چکیده
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Retention behaviour of molecules mostly depends on their chemical structure. retention data of biologically active molecules could be an indirect relationship between their structure and biological or pharmacological activity, since the molecular structure affects their behaviour in all pharmacokinetic stages. in the present paper, retention parameters (rm 0) of biologically active 1,2-o-isopropylidene aldohexose derivatives, obtained by normalphase thin-layer chromatography (np tlc), were correlated with selected physicochemical properties relevant to pharmacokinetics, i.e. absorption, distribution, metabolism, and elimination (adme) properties. conducted correlation analysis showed high dependence between rm 0 and blood brain barrier penetration, skin permeability, enzyme inhibition, binding affinity to nuclear receptor ligand and g protein-coupled receptors, as well as lipophilicity (expressed as hansh-leo’s parameter clog p). the statistical validity of the established polynomial dependence of the second degree between rm 0 and mentioned adme properties was confirmed by standard statistical measures and leave-one-out crossvalidation method. on the basis of in-silico calculated adme properties and retention data, the similarity between studied molecules was examined using principal component analysis (pca). the obtained results indicate the possibility of predicting adme properties of studied compounds on the basis of their retention data (rm 0). these preliminary results could be treated as guideline for selecting new 1,2-o-isopropylidene aldohexose derivatives as drug candidates.
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کلیدواژه
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2-O-isopropylidene derivatives of aldohexoses; In-silico; ADME; PCA; Polynomial regression
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آدرس
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University of Novi Sad, Faculty of Technology, Department of Applied and Engineering Chemistry, Serbia, University of Novi Sad, Faculty of Technology, Department of Applied and Engineering Chemistry, Serbia, University of Novi Sad, Faculty of Technology, Department of Applied and Engineering Chemistry, Serbia, University of Novi Sad, Faculty of Technology, Department of Applied and Engineering Chemistry, Serbia
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Authors
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