Gibiansky Leonid, Gibiansky Ekaterina
QuantPharm LLC, North Potomac, MD, USA.
J Pharmacokinet Pharmacodyn. 2017 Oct;44(5):463-475. doi: 10.1007/s10928-017-9533-1. Epub 2017 Jul 19.
The paper extended the TMDD model to drugs with two identical binding sites (2-1 TMDD). The quasi-steady-state (2-1 QSS), quasi-equilibrium (2-1 QE), irreversible binding (2-1 IB), and Michaelis-Menten (2-1 MM) approximations of the model were derived. Using simulations, the 2-1 QSS approximation was compared with the full 2-1 TMDD model. As expected and similarly to the standard TMDD for monoclonal antibodies (mAb), 2-1 QSS predictions were nearly identical to 2-1 TMDD predictions, except for times of fast changes following initiation of dosing, when equilibrium has not yet been reached. To illustrate properties of new equations and approximations, several variations of population PK data for mAbs with soluble (slow elimination of the complex) or membrane-bound (fast elimination of the complex) targets were simulated from a full 2-1 TMDD model and fitted to 2-1 TMDD models, to its approximations, and to the standard (1-1) QSS model. For a mAb with a soluble target, it was demonstrated that the 2-1 QSS model provided nearly identical description of the observed (simulated) free drug and total target concentrations, although there was some minor bias in predictions of unobserved free target concentrations. The standard QSS approximation also provided a good description of the observed data, but was not able to distinguish between free drug concentrations (with no target attached and both binding site free) and partially bound drug concentrations (with one of the binding sites occupied by the target). For a mAb with a membrane-bound target, the 2-1 MM approximation adequately described the data. The 2-1 QSS approximation converged 10 times faster than the full 2-1 TMDD, and its run time was comparable with the standard QSS model.
该论文将TMDD模型扩展至具有两个相同结合位点的药物(2-1 TMDD)。推导了该模型的准稳态(2-1 QSS)、准平衡(2-1 QE)、不可逆结合(2-1 IB)和米氏(2-1 MM)近似。通过模拟,将2-1 QSS近似与完整的2-1 TMDD模型进行了比较。正如预期的那样,与单克隆抗体(mAb)的标准TMDD类似,2-1 QSS预测与2-1 TMDD预测几乎相同,除了给药开始后快速变化的时间段,此时尚未达到平衡。为了说明新方程和近似的性质,从完整的2-1 TMDD模型模拟了具有可溶性(复合物消除缓慢)或膜结合(复合物消除快速)靶点的mAb群体PK数据的几种变体,并将其拟合到2-1 TMDD模型、其近似以及标准(1-1)QSS模型。对于具有可溶性靶点的mAb,结果表明2-1 QSS模型对观察到的(模拟的)游离药物和总靶点浓度提供了几乎相同的描述,尽管在未观察到的游离靶点浓度预测中存在一些小偏差。标准QSS近似也对观察到的数据提供了良好的描述,但无法区分游离药物浓度(无靶点附着且两个结合位点均游离)和部分结合药物浓度(其中一个结合位点被靶点占据)。对于具有膜结合靶点的mAb,2-1 MM近似充分描述了数据。2-1 QSS近似的收敛速度比完整的2-1 TMDD快10倍,其运行时间与标准QSS模型相当。