Tylutki Zofia, Jawień Wojciech, Ciszowski Krzysztof, Wilimowska Jolanta, Anand Jacek Sein
Faculty of Pharmacy, Department of Pharmacokinetics and Physical Pharmacy, Jagiellonian University in Kraków , Kraków , Poland .
Toxicol Mech Methods. 2015 Jan;25(1):1-12. doi: 10.3109/15376516.2014.971137. Epub 2014 Oct 21.
Olanzapine is widely used in the treatment of schizophrenia and it is becoming more frequently responsible for overdoses. Standard pharmacokinetic models do not fit to the toxic concentration data.
The aim of present study is to investigate the reasons for an abnormal olanzapine plasma concentration time curve in the range of toxic concentrations. Two hypotheses were verified: entering the enterohepatic cycle, and drug deposition and its desorption from activated charcoal used for gastrointestinal decontamination.
One-hundred thirty-five plasma concentration data from 21 patients hospitalized for acute olanzapine poisoning were analyzed with the use of the population pharmacokinetic approach. A non-linear mixed-effects modeling approach with Monolix 4.3.1 was employed.
A model assuming gallbladder emptying at irregular intervals was developed. Also, a model that describes desorption of olanzapine from the charcoal surface, in which the dose is divided into two absorbed fractions, was constructed. The analysis has found gastrointestinal decontamination and previous olanzapine treatment, as the significant covariates for toxicokinetic parameters of olanzapine.
Our study provides interesting models for investigation of toxic concentration of olanzapine, which may also be used as the basis for further model development for other drugs as well. The investigated population was not large enough to reliably confirm any of the proposed models. It would be well worth continuing this study with more substantial data. Also, any additional information about olanzapine metabolite concentration could be vital.
奥氮平广泛用于治疗精神分裂症,且过量服用的情况日益增多。标准药代动力学模型并不适用于毒性浓度数据。
本研究旨在探究奥氮平在毒性浓度范围内血浆浓度时间曲线异常的原因。验证了两个假设:进入肠肝循环,以及药物在用于胃肠道去污的活性炭上沉积及其解吸。
采用群体药代动力学方法分析了21例因急性奥氮平中毒住院患者的135份血浆浓度数据。使用Monolix 4.3.1采用非线性混合效应建模方法。
建立了一个假设胆囊不规则排空的模型。此外,构建了一个描述奥氮平从活性炭表面解吸的模型,其中剂量分为两个吸收部分。分析发现胃肠道去污和先前的奥氮平治疗是奥氮平毒代动力学参数的重要协变量。
我们的研究为奥氮平毒性浓度的研究提供了有趣的模型,也可为其他药物的进一步模型开发提供基础。所研究的人群规模不够大,无法可靠地确认任何一个提出的模型。继续用更多实质性数据开展这项研究将非常值得。此外,任何有关奥氮平代谢物浓度的额外信息都可能至关重要。