Blakeley D, Sykes D A, Ensor P, Bertran E, Aston P J, Charlton S J
Novartis Institutes for Biomedical Research, Horsham, West Sussex, UK.
School of Life Sciences, University of Nottingham, Nottingham, UK.
Br J Pharmacol. 2015 Nov;172(21):5037-49. doi: 10.1111/bph.13263. Epub 2015 Oct 22.
Plasma protein binding (PPB) influences the free fraction of drug available to bind to its target and is therefore an important consideration in drug discovery. While traditional methods for assessing PPB (e.g. rapid equilibrium dialysis) are suitable for comparing compounds with relatively weak PPB, they are not able to accurately discriminate between highly bound compounds (typically >99.5%). The aim of the present work was to use mathematical modelling to explore the potential utility of receptor binding and cellular functional assays to estimate the affinity of compounds for plasma proteins. Plasma proteins are routinely added to in vitro assays, so a secondary goal was to investigate the effect of plasma proteins on observed ligand-receptor interactions.
Using the principle of conservation of mass and the law of mass action, a cubic equation was derived describing the ligand-receptor complex [LR] in the presence of plasma protein at equilibrium.
The model demonstrates the profound influence of PPB on in vitro assays and identifies the utility of Schild analysis, which is usually applied to determine receptor-antagonist affinities, for calculating affinity at plasma proteins (termed KP ). We have also extended this analysis to functional effects using operational modelling and demonstrate that these approaches can also be applied to cell-based assay systems.
These mathematical models can potentially be used in conjunction with experimental data to estimate drug-plasma protein affinities in the earliest phases of drug discovery programmes.
血浆蛋白结合(PPB)会影响可与靶点结合的游离药物分数,因此是药物研发中的一个重要考量因素。虽然评估PPB的传统方法(如快速平衡透析)适用于比较具有相对较弱PPB的化合物,但它们无法准确区分高度结合的化合物(通常>99.5%)。本研究的目的是使用数学建模来探索受体结合和细胞功能测定法在估计化合物与血浆蛋白亲和力方面的潜在效用。血浆蛋白通常会添加到体外测定中,因此第二个目标是研究血浆蛋白对观察到的配体 - 受体相互作用的影响。
利用质量守恒原理和质量作用定律,推导了一个三次方程,描述了在平衡状态下存在血浆蛋白时的配体 - 受体复合物[LR]。
该模型证明了PPB对体外测定的深远影响,并确定了通常用于确定受体 - 拮抗剂亲和力的希尔德分析在计算血浆蛋白亲和力(称为KP)方面的效用。我们还使用操作建模将此分析扩展到功能效应,并证明这些方法也可应用于基于细胞的测定系统。
这些数学模型有可能与实验数据结合使用,以在药物研发计划的最早阶段估计药物与血浆蛋白的亲和力。