Calculation of lipophilicity for Pt(II) complexes: Experimental comparison of several methods

被引:65
作者
Tetko, Igor V. [1 ,2 ]
Jaroszewicz, Iwona [3 ]
Platts, James A. [4 ]
Kuduk-Jaworska, Janina [3 ]
机构
[1] Helmholtz Zentrum Munchen German Res Ctr Environm, Inst Bioinformat & Syst Biol, D-85764 Neuherberg, Germany
[2] Inst Bioorgan Chem & Petrochem, UA-02660 Kiev 94, Ukraine
[3] Univ Wroclaw, Inst Chem, PL-50383 Wroclaw, Poland
[4] Cardiff Univ, Sch Chem, Cardiff CF10 3AT, S Glam, Wales
关键词
log Po/w; partition coefficient; lipophilicity; platinum complexes; QSPR;
D O I
10.1016/j.jinorgbio.2007.12.029
中图分类号
Q5 [生物化学]; Q7 [分子生物学];
学科分类号
071010 ; 081704 ;
摘要
Platinum containing compounds are promising antitumor agents, but must enter cells before reaching their main biological target, namely DNA. Their distribution within the body, and hence their activity is to a large extent determined by their lipophilicity, thus there is a strong interest to develop computational methods to predict this important property. This study analyses accuracy of five methods, namely ALOGPS, KOWWIN, CLOGP and two quantum chemical approaches, to predict octanol/water partition coefficients (log P) for sets of 43 and 12 Pt(II) complexes, collected from the literature and measured by the authors, respectively. All methods gave generally poor results with mean absolute error (MAE) of between 0.8 and 3 log units for prediction of new compounds. Extension of the ALOGPS program with data from the literature set resulted in the best prediction ability, MAE = 0.46, for the measured molecules. The program was also able to correctly predict errors in calculated log P values. It is freely available for interactive use at http://www.vcclab.org. (c) 2008 Elsevier Inc. All rights reserved.
引用
收藏
页码:1424 / 1437
页数:14
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