E-state fields: Applications to 3D QSAR

被引:76
作者
Kellogg, GE
Kier, LB
Gaillard, P
Hall, LH
机构
[1] UNIV LAUSANNE,SCH PHARM,CH-1015 LAUSANNE,SWITZERLAND
[2] EASTERN NAZARENE COLL,DEPT CHEM,QUINCY,MA 02170
关键词
CoMFA; electrotopological state; QSAR;
D O I
10.1007/BF00134175
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
The derivation of a new 3D QSAR field based on the electrotopological state (E-state) formalism is described. A complementary index and its associated field, the HE-stale, describing the polarity of hydrogens is also defined. These new fields are constructed from a nonempirical index that incorporates electronegativity, the inductive influence of neighboring atoms, and the topological state into a single atomistic descriptor. The classic CoMFA steroid test data set was examined with models incorporating the E-state and HE-state fields alone and in combination with steric, electrostatic and hydropathic fields. The single best model was the E-state/HE-state combination with q(2)=0.803 (three components) and r(2)=0.979. Using the E-state and/or HE-state fields with other fields consistently produced models with improved statistics, where the E-state fields provided a significant, if not dominant, contribution.
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页码:513 / 520
页数:8
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