Modeling quantitative structure-property relationships in calculated reaction pathways using a new 3D quantum topological representation

被引:15
作者
Alsberg, BK [1 ]
Marchand-Geneste, N [1 ]
King, RD [1 ]
机构
[1] Univ Wales, Dept Comp Sci, Aberystwyth SY23 3DB, Ceredigion, Wales
关键词
structure representation using quantum topology (StruQT); intrinsic reaction coordinate (IRC); atoms in molecules (AIM); Bader theory; multivariate analysis; principal components analysis (PCA); partial least squares (PLS) regression; Markovnikov reaction; electrophilic addition;
D O I
10.1016/S0003-2670(01)00984-9
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
The present article demonstrates how the recently developed structure representation using quantum topology (StruQT) approach enables easier interpretation and discovery of 3D quantitative structure-property relationships (QSPR) in calculated reaction pathways from ab initio methods. StruQT is based on the: atoms in molecules (AIM) theory where the use of critical points in the electron density distribution is of central importance. The reasons for using AIM theory are: (a) critical points provide a finite and highly compressed representation of a continuous 3D scalar field, (b) it is firmly rooted in quantum mechanics and (c) it provides a link between traditional chemical concepts and quantum mechanics which is crucial for the interpretation of QSPR models. (C) 2001 Elsevier Science B.V. All rights reserved.
引用
收藏
页码:3 / 13
页数:11
相关论文
共 24 条
[21]   Synthesis, antiplatelet activity and comparative molecular field analysis of substituted 2-amino4H-pyrido[1,2-a]pyrimidin-4-ones, their congeners and isosteric analogues [J].
Roma, G ;
Cinone, N ;
Di Braccio, M ;
Grossi, G ;
Leoncini, G ;
Signorello, MG ;
Carott, A .
BIOORGANIC & MEDICINAL CHEMISTRY, 2000, 8 (04) :751-768
[22]   GENERAL ATOMIC AND MOLECULAR ELECTRONIC-STRUCTURE SYSTEM [J].
SCHMIDT, MW ;
BALDRIDGE, KK ;
BOATZ, JA ;
ELBERT, ST ;
GORDON, MS ;
JENSEN, JH ;
KOSEKI, S ;
MATSUNAGA, N ;
NGUYEN, KA ;
SU, SJ ;
WINDUS, TL ;
DUPUIS, M ;
MONTGOMERY, JA .
JOURNAL OF COMPUTATIONAL CHEMISTRY, 1993, 14 (11) :1347-1363
[23]  
SCHMIDT MW, 1990, QCPE B, V10, P52
[24]   A comparative molecular field analysis and molecular modelling studies on pyridylimidazole type of angiotensin II antagonists [J].
Yoo, SE ;
Kim, SK ;
Lee, SH ;
Yi, KY ;
Lee, DW .
BIOORGANIC & MEDICINAL CHEMISTRY, 1999, 7 (12) :2971-2976