STATISTICAL EVALUATION OF MOLECULAR DESCRIPTORS AND QUANTITATIVE STRUCTURE-PROPERTY RELATIONSHIP STUDIES OF RETINOIDS

被引:2
作者
SALO, M [1 ]
SARNA, S [1 ]
VUORELA, H [1 ]
机构
[1] UNIV HELSINKI,DEPT PUBL HLTH SCI,SF-00100 HELSINKI 10,FINLAND
关键词
CLUSTER ANALYSIS; FACTOR ANALYSIS; MOLECULAR DESCRIPTORS; QUANTITATIVE STRUCTURE PROPERTY RELATIONSHIP (QSPR); REGRESSION ANALYSIS; RETINOIDS; TOPOLOGICAL INDEXES;
D O I
10.1016/0731-7085(94)E0021-R
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
Various molecular descriptors, including connectivity indices, sums of the intrinsic state values, electotopological state indices, topological equivalence indices, kappa indices, normalized Bonchev-Trinajstic and Shannon information indices, Wiener and Platt's F numbers and molecular weight, were calculated for 73 retinoids, whose structures and properties were taken from the literature. A novel methodology using statistical analyses (cluster, factor and stepwise regression) in selecting relevant molecular descriptors for quantitative structure-property relationship (QSPR) studies has been developed. The analyses were used in correlating molecular structure with affinity, pharmacokinetic properties and reversed-phase retention of retinoids.
引用
收藏
页码:867 / 874
页数:8
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