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Author:

Liu Yang-Hua (Liu Yang-Hua.) | Zhou Zhi-Xiang (Zhou Zhi-Xiang.) (Scholars:周志祥) | Zhang Xiao-Long (Zhang Xiao-Long.) | Li Han-Dong (Li Han-Dong.)

Indexed by:

Scopus SCIE CSCD

Abstract:

Quantitative structure-activity relationship (QSAR) model was developed for predicting the mutagenicity of aromatic compounds. The log revertants data of S. typhimurium TA98 strain from Ames test have been collected. 225 aromatic compounds were randomly divided into the training set with 186 molecules and test set with 39 molecules. Multiple linear regression (MLR) analysis was used to select six descriptors from thousands of descriptors calculated by semi- empirical AM1 and E-dragon methods. The final QSAR model with six descriptors was internal and external validated. In addition, to validate the utility of our QSAR model for the chemical evaluation, three aromatic compounds were taken to test the predictive ability and reliability of the model experimentally. The compounds selected for testing were not based on the predictions, thus spanning the range of predicted probabilities. The subsequently generated results of the Ames test were in good correspondence with the predictions and confirmed this approach as a useful means of predicting likely mutagenic risk of aromatic compounds.

Keyword:

mutagenicity Ames test aromatic compounds quantitative structure-activity relationship (QSAR) multiple linear regression (MLR)

Author Community:

  • [ 1 ] [Liu Yang-Hua]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing 100124, Peoples R China
  • [ 2 ] [Zhou Zhi-Xiang]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing 100124, Peoples R China
  • [ 3 ] [Zhang Xiao-Long]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing 100124, Peoples R China
  • [ 4 ] [Li Han-Dong]Chinese Res Inst Environm Sci, Beijing 100012, Peoples R China

Reprint Author's Address:

  • 周志祥

    [Zhou Zhi-Xiang]Beijing Univ Technol, Coll Life Sci & Bioengn, Beijing 100124, Peoples R China

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Source :

CHINESE JOURNAL OF STRUCTURAL CHEMISTRY

ISSN: 0254-5861

Year: 2015

Issue: 3

Volume: 34

Page: 324-334

2 . 2 0 0

JCR@2022

ESI Discipline: CHEMISTRY;

ESI HC Threshold:253

JCR Journal Grade:4

CAS Journal Grade:4

Cited Count:

WoS CC Cited Count: 3

SCOPUS Cited Count: 3

ESI Highly Cited Papers on the List: 0 Unfold All

WanFang Cited Count:

Chinese Cited Count:

30 Days PV: 1

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