Citation: LIU Yang-Hua, ZHOU Zhi-Xiang, ZHANG Xiao-Long, LI Han-Dong. Development of QSAR Model for Predicting the Mutagenicity of Aromatic Compounds[J]. Chinese Journal of Structural Chemistry, ;2015, 34(3): 324-334. doi: 10.14102/j.cnki.0254-5861.2011-0518 shu

Development of QSAR Model for Predicting the Mutagenicity of Aromatic Compounds

a.
a. College of Life Science and Bioengineering, Beijing University of Technology, Beijing 100124, China;
b.
b. Chinese Research Academy of Environmental Sciences, Beijing 100012, China

Received Date: 20 September 2014
Available Online: 16 December 2014
Fund Project: Supported by the Ministry of Environmental Protection of China (No. 2011467037) (No. 2011467037)

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 semiempirical 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.
- aromatic compounds,
- quantitative structure-activity relationship (QSAR),
- multiple linear regression (MLR),
- mutagenicity,
- Ames test
1. [1]
  Mei Peng , Wei-Min He . Photochemical synthesis and group transfer reactions of azoxy compounds. Chinese Chemical Letters, 2024, 35(8): 109899-. doi: 10.1016/j.cclet.2024.109899
2. [2]
  Yuanjiao Liu , Xiaoyang Zhao , Songyao Zhang , Yi Wang , Yutuo Zheng , Xinrui Miao , Wenli Deng . Site-selection and recognition of aromatic carboxylic acid in response to coronene and pyridine derivative. Chinese Chemical Letters, 2024, 35(8): 109404-. doi: 10.1016/j.cclet.2023.109404
3. [3]
  Hong Zhang , Cui-Ping Li , Li-Li Wang , Zhuo-Da Zhou , Wen-Sen Li , Ling-Yi Kong , Ming-Hua Yang . Asperochones A and B, two antimicrobial aromatic polyketides from the endophytic fungus Aspergillus sp. MMC-2. Chinese Chemical Letters, 2024, 35(9): 109351-. doi: 10.1016/j.cclet.2023.109351
4. [4]
  Chen Lu , Zefeng Yu , Jing Cao . Advancement in porphyrin/phthalocyanine compounds-based perovskite solar cells. Chinese Journal of Structural Chemistry, 2024, 43(3): 100240-100240. doi: 10.1016/j.cjsc.2024.100240
5. [5]
  Zhenyang Lin . A classification scheme for inorganic cluster compounds based on their electronic structures and bonding characteristics. Chinese Journal of Structural Chemistry, 2024, 43(5): 100254-100254. doi: 10.1016/j.cjsc.2024.100254
6. [6]
  Yin-Hang Chai , Li-Long Dang . New structural breakthrough and topological transformation of homogeneous metalla[4]catenane compounds. Chinese Journal of Structural Chemistry, 2024, 43(10): 100322-100322. doi: 10.1016/j.cjsc.2024.100322
7. [7]
  Tingting Huang , Zhuanlong Ding , Hao Liu , Ping-An Chen , Longfeng Zhao , Yuanyuan Hu , Yifan Yao , Kun Yang , Zebing Zeng . Electron-transporting boron-doped polycyclic aromatic hydrocarbons: Facile synthesis and heteroatom doping positions-modulated optoelectronic properties. Chinese Chemical Letters, 2024, 35(4): 109117-. doi: 10.1016/j.cclet.2023.109117
8. [8]
  Dong-Sheng Deng , Su-Qin Tang , Yong-Tu Yuan , Ding-Xiong Xie , Zhi-Yuan Zhu , Yue-Mei Huang , Yun-Lin Liu . C-F insertion reaction sheds new light on the construction of fluorinated compounds. Chinese Chemical Letters, 2024, 35(8): 109417-. doi: 10.1016/j.cclet.2023.109417
9. [9]
  Yaping Zhang , Wei Zhou , Mingchun Gao , Tianqi Liu , Bingxin Liu , Chang-Hua Ding , Bin Xu . Oxidative cyclization of allyl compounds and isocyanide: A facile entry to polysubstituted 2-cyanopyrroles. Chinese Chemical Letters, 2024, 35(4): 108836-. doi: 10.1016/j.cclet.2023.108836
10. [10]
  Zeyu Jiang , Yadi Wang , Changwei Chen , Chi He . Progress and challenge of functional single-atom catalysts for the catalytic oxidation of volatile organic compounds. Chinese Chemical Letters, 2024, 35(9): 109400-. doi: 10.1016/j.cclet.2023.109400
11. [11]
  Hualei Xu , Manman Han , Haiqiang Liu , Liang Qin , Lulu Chen , Hao Hu , Ran Wu , Chenyu Yang , Hua Guo , Jinrong Li , Jinxiang Fu , Qichen Hao , Yijun Zhou , Jinchao Feng , Xiaodong Wang . 4-Nitrocatechol as a novel matrix for low-molecular-weight compounds in situ detection and imaging in biological tissues by MALDI-MSI. Chinese Chemical Letters, 2024, 35(6): 109095-. doi: 10.1016/j.cclet.2023.109095
12. [12]
  Ying Xu , Chengying Shen , Hailong Yuan , Wei Wu . Mapping multiple phases in curcumin binary solid dispersions by fluorescence contrasting. Chinese Chemical Letters, 2024, 35(9): 109324-. doi: 10.1016/j.cclet.2023.109324
13. [13]
  Ze-Yuan Ma , Mei Xiao , Cheng-Kun Li , Adedamola Shoberu , Jian-Ping Zou . S-(1,3-Dioxoisoindolin-2-yl)O,O-diethyl phosphorothioate (SDDP): A practical electrophilic reagent for the phosphorothiolation of electron-rich compounds. Chinese Chemical Letters, 2024, 35(5): 109076-. doi: 10.1016/j.cclet.2023.109076
14. [14]
  Tong Su , Yue Wang , Qizhen Zhu , Mengyao Xu , Ning Qiao , Bin Xu . Multiple conductive network for KTi₂(PO₄)₃ anode based on MXene as a binder for high-performance potassium storage. Chinese Chemical Letters, 2024, 35(8): 109191-. doi: 10.1016/j.cclet.2023.109191
15. [15]
  Yi Cao , Xiaojiao Ge , Yuanyuan Wei , Lulu He , Aiguo Wu , Juan Li . Tumor microenvironment-activatable neuropeptide-drug conjugates enhanced tumor penetration and inhibition via multiple delivery pathways and calcium deposition. Chinese Chemical Letters, 2024, 35(4): 108672-. doi: 10.1016/j.cclet.2023.108672
16. [16]
  Chaozheng He , Pei Shi , Donglin Pang , Zhanying Zhang , Long Lin , Yingchun Ding . First-principles study of the relationship between the formation of single atom catalysts and lattice thermal conductivity. Chinese Chemical Letters, 2024, 35(6): 109116-. doi: 10.1016/j.cclet.2023.109116
17. [17]
  Xin Jiang , Han Jiang , Yimin Tang , Huizhu Zhang , Libin Yang , Xiuwen Wang , Bing Zhao . g-C₃N₄/TiO_2-X heterojunction with high-efficiency carrier separation and multiple charge transfer paths for ultrasensitive SERS sensing. Chinese Chemical Letters, 2024, 35(10): 109415-. doi: 10.1016/j.cclet.2023.109415
18. [18]
  Guangyao Wang , Zhitong Xu , Ye Qi , Yueguang Fang , Guiling Ning , Junwei Ye . Electrospun nanofibrous membranes with antimicrobial activity for air filtration. Chinese Chemical Letters, 2024, 35(10): 109503-. doi: 10.1016/j.cclet.2024.109503
19. [19]
  Runze Liu , Yankai Bian , Weili Dai . Qualitative and quantitative analysis of Brønsted and Lewis acid sites in zeolites: A combined probe-assisted 1H MAS NMR and NH3-TPD investigation. Chinese Journal of Structural Chemistry, 2024, 43(4): 100250-100250. doi: 10.1016/j.cjsc.2024.100250
20. [20]
  Ting Wang , Xin Yu , Yaqiang Xie . Unlocking stability: Preserving activity of biomimetic catalysts with covalent organic framework cladding. Chinese Chemical Letters, 2024, 35(6): 109320-. doi: 10.1016/j.cclet.2023.109320

Get Citation

PDF

XML

Metrics

PDF Downloads(0)
Abstract views(676)
HTML views(19)

通讯作者: 陈斌, bchen63@163.com

1.
沈阳化工大学材料科学与工程学院沈阳 110142

Address：Zhongguancun North First Street 2,100190 Beijing, PR China Tel: +86-010-82449177-888

DownLoad: Full-Size Img PowerPoint

Return