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  • 标题:Non-congeneric Structure-Pharmacokinetic Property Correlation Studies Using Fuzzy Adaptive Least-Squares : Oral Bioavailability
  • 本地全文:下载
  • 作者:Shuichi HIRONO ; Izumi NAKAGOME ; Hiroyuki HIRANO
  • 期刊名称:Biological and Pharmaceutical Bulletin
  • 印刷版ISSN:0918-6158
  • 电子版ISSN:1347-5215
  • 出版年度:1994
  • 卷号:17
  • 期号:2
  • 页码:306-309
  • DOI:10.1248/bpb.17.306
  • 出版社:The Pharmaceutical Society of Japan
  • 摘要:Quantitative relationship between chemical structure and oral bioavailability of 188 non-congeneric organic medicinals were studied to construct an expert system for predicting pharmacokinetic properties of organic chemicals. The compounds studied were classified into three groups : non-aromatics, aromatics, and heteroaromatics. Their oral bioavailability data observed in human adults were allotted into three ratings, and the relationships with chemical structure were analyzed using fuzzy adaptive least-squares. Quantitative relationship models formulated for the three structure groups gave significant information about factors influencing bioavailability, and were statistically reliable in both recognition and leave-one-out prediction despite the diversity and complexity of the structures of the compounds investigated.
  • 关键词:quantitative structure-activity relationship;bioavailability;pharmacokinetic property;prediction;expert system;pattern recognition
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