Berg P H, Voit E O, White R L
Department of Biometry and Epidemiology, Medical University of South Carolina, Charleston 29425, USA.
Bull Math Biol. 1996 Sep;58(5):923-38. doi: 10.1007/BF02459490.
The standard method for measuring in vitro antibiotic efficacy is based on a point observation of bacterial activity 18 hours after inoculation. The method, while simple, forgoes significant information by ignoring the dynamics of the interactions between antibiotic and bacteria. This paper proposes a simple dynamic model describing these interactions. The model consists of two non-linear differential equations of the S-system type. Its parameter values are estimated, through the minimization of residual errors, from data on the effect of the carbapenem antibiotic imipenem on Pseudomonas aeruginosa. The model adequately describes the dynamic behavior of the bacterial populations in the presence of the antibiotic: beginning with drug administration, then through the decline of the bacterial population and possibly ending with bacterial resurgence.
测量体外抗生素疗效的标准方法基于接种后18小时对细菌活性的单点观察。该方法虽然简单,但通过忽略抗生素与细菌之间相互作用的动态过程,舍弃了大量重要信息。本文提出了一个描述这些相互作用的简单动态模型。该模型由两个S-系统类型的非线性微分方程组成。通过最小化残差误差,根据碳青霉烯类抗生素亚胺培南对铜绿假单胞菌作用的数据估计其参数值。该模型充分描述了在抗生素存在下细菌群体的动态行为:从给药开始,接着是细菌群体的减少,可能最终以细菌复苏结束。