DocumentCode :
3048578
Title :
Application of Mixture Designs for Detection and Characterization of Multi-Drug Synergism
Author :
Lu, Xuan ; Huang, Yanfang ; Zhang, Bo ; Li, Shao
Author_Institution :
Dept. of Math. Sci., Tsinghua Univ., Beijing
fYear :
2007
fDate :
6-8 July 2007
Firstpage :
409
Lastpage :
413
Abstract :
Detection and characterization of synergism are critical focus in multi-drug interplay. To assess combined drug action, the classical methods such as isobologram and interaction index are still simple and sometimes unable to describe complex drug interaction adequately. Statistical-model based methods are found more flexible and informative in detecting and characterizing complex drug interactions, which require well- designed experiments. In this study, a kind of experimental designs, called mixture designs, is proposed for the detection and characterization of multi-drug synergism and optimization. Compared with other statistical-model based methods, mixture designs are demonstrated to be more useful when the total dose of the drugs under investigation is to be controlled in a moderate level. A case study of inhibition effect of three bioactive chemical compounds identified from an anti-angiogenesis traditional Chinese medicine on human umbilical vein endothelial cells is shown as an illustration to demonstrate the application of mixture designs in multi-drug combination discovery.
Keywords :
biochemistry; drugs; antiangiogenesis traditional Chinese medicine; bioactive chemical compounds; dosimetry; drug interaction; human umbilical vein endothelial cells; inhibition effect; isobologram; mixture designs; multidrug synergism; statistical model; Bioinformatics; Chemical compounds; Design automation; Design for experiments; Design methodology; Design optimization; Drugs; Humans; Statistical analysis; Veins;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Bioinformatics and Biomedical Engineering, 2007. ICBBE 2007. The 1st International Conference on
Conference_Location :
Wuhan
Print_ISBN :
1-4244-1120-3
Type :
conf
DOI :
10.1109/ICBBE.2007.108
Filename :
4272592
Link To Document :
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