Taneja A, Troconiz I F, Danhof M, Della Pasqua O
Division of Pharmacology, Leiden Academic Centre for Drug Research, POBox 9502, 2300 RA, Leiden, The Netherlands.
Pharm Res. 2014 Mar;31(3):593-606. doi: 10.1007/s11095-013-1183-4. Epub 2013 Oct 5.
The formalin-induced rat model of nociception involves moderate continuous pain. Formalin-induced pain results in a typical repetitive flinching behaviour, which displays a biphasic pattern characterised by peaks of pain. Here we described the time course of pain response and the analgesic effect of gabapentin using a semi-mechanistic modelling approach.
Male Sprague-Dawley rats received gabapentin (10-100 mg/kg) or placebo 1 h prior to the formalin injection, as per standard protocol. A reduction in the frequency of the second peak of flinching was used as a behavioural measure of gabapentin-mediated anti-nociception. The flinching response was modelled using a mono-exponential function to characterise the first peak and an indirect response model with a time variant synthesis rate for the second. PKPD modelling was performed using a population approach in NONMEM v.7.1.2.
The time course of the biphasic response was adequately described by the proposed model, which included separate expressions for each phase. Gabapentin was found to reversibly decrease, but not suppress the flinching frequency of the second response peak only. The mean IC50 estimate was 7,510 ng/ml, with relative standard error (RSE%) of 40%.
A compartmental, semi-mechanistic model provides the basis for further understanding of the formalin-induced flinching response and consequently to better characterisation of the properties of gabapentin, such as the potency in individual animals. Moreover, despite high exposure levels, model predictions show that gabapentin does not completely suppress behavioural response in the formalin-induced pain model.
福尔马林诱导的大鼠伤害感受模型涉及中度持续性疼痛。福尔马林诱导的疼痛会导致典型的重复性退缩行为,呈现出以疼痛峰值为特征的双相模式。在此,我们使用半机制建模方法描述了疼痛反应的时间进程以及加巴喷丁的镇痛效果。
按照标准方案,雄性Sprague-Dawley大鼠在福尔马林注射前1小时接受加巴喷丁(10 - 100mg/kg)或安慰剂。将第二次退缩峰值频率的降低用作加巴喷丁介导的抗伤害感受的行为指标。使用单指数函数对退缩反应进行建模以表征第一个峰值,对第二个峰值使用具有时变合成速率的间接反应模型。使用NONMEM v.7.1.2中的群体方法进行PKPD建模。
所提出的模型充分描述了双相反应的时间进程,该模型对每个阶段都有单独的表达式。发现加巴喷丁仅可逆地降低但不抑制第二个反应峰值的退缩频率。平均IC50估计值为7510ng/ml,相对标准误差(RSE%)为40%。
一个房室性的半机制模型为进一步理解福尔马林诱导的退缩反应提供了基础,从而能够更好地表征加巴喷丁的特性,例如个体动物中的效力。此外,尽管暴露水平较高,但模型预测表明加巴喷丁在福尔马林诱导的疼痛模型中并不能完全抑制行为反应。