School of Engineering, University of Warwick, Coventry CV4 7AL, United Kingdom.
School of Engineering, University of Warwick, Coventry CV4 7AL, United Kingdom.
Comput Methods Programs Biomed. 2014 May;114(3):e29-38. doi: 10.1016/j.cmpb.2013.07.017. Epub 2013 Aug 14.
An extended two compartment model is proposed to describe the dynamics of myoglobin in rhabdomyolysis patients undergoing dialysis. Before using clinical data to estimate the model's unknown parameters, structural identifiability analysis was performed to determine the parameters uniqueness given certain clinical observations. A Taylor series expansion method was implemented which found that the model was structurally globally/uniquely identifiable for both on- and off-dialysis phases. The fitted model was then used in a predictive capacity showing that the use of Theralite high cut-off (HCO) or HCO 1100 dialyser gave a significant reduction in myoglobin renal exposure compared to standard haemodialysis (HD).
提出了一个扩展的双室模型来描述横纹肌溶解症患者透析过程中肌红蛋白的动力学。在使用临床数据估计模型的未知参数之前,进行了结构可识别性分析,以确定在给定某些临床观察的情况下参数的唯一性。实施了泰勒级数展开方法,发现该模型在透析和非透析阶段均具有结构全局/唯一可识别性。然后,将拟合模型用于预测能力,结果表明与标准血液透析(HD)相比,使用Theralite 高通量(HCO)或 HCO 1100 透析器可显著降低肌红蛋白的肾脏暴露。