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Chinese Journal of Clinical Pharmacology and Therapeutics ›› 2011, Vol. 16 ›› Issue (10): 1121-1125.

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Weighted modification model for analyzing drug interactions by the nonlinear mixed effect model: A case study

HUANG Ji-han1, ZHANG Mi1, WANG Min2, ZHENG Qing-shan1   

  1. 1Center of Drug Clinical Research, Shanghai University of Chinese Medicine, Shanghai 201203, China;
    2Pierfu Institute of Clinical Medicine, Taiyuan 030006, Shanxi, China
  • Received:2011-07-06 Revised:2011-09-07 Online:2011-10-26 Published:2011-11-02

Abstract: AIM: To apply the weighted modification model with the nonlinear mixed effect model (NONMEM) to quantitatively assess the optimal combination of allantoin (X1), metronidazole (X2), and dexamethasone (X3) for anti-inflammatory effects in mice. METHODS: The activity of t-PA in peritoneum was taken as index for the analysis in Kunming mice. The weighted modification model was selected as basic model and NONMEM was used to build final model with drug interaction as fixed effect and random effects. RESULTS: The weighted modification model was built with X1X2 as fixed effect successfully (P<0.001). In the final model, the combination of X1 and X3 had a strong synergism, the both components were main effective ones, and the optimal dose ratio of X1, X2 and X3 was 400∶131∶8.0 (mg/kg, i.p.). CONCLUSION: The weighted modification model can provide more information for a combination design in using NONMEM, and the interactions among components and variability of inter-subject and intra-subject can be fully evaluated.

Key words: Weighted modification method, Drug interactions, Nonlinear mixed effect model, Formula optimization

CLC Number: