Scientific Computing and Mathematical Modeling, GlaxoSmithKline, King of Prussia, PA, USA.
J Lipid Res. 2009 Nov;50(11):2222-34. doi: 10.1194/jlr.M900015-JLR200. Epub 2009 Mar 11.
Because cholesteryl ester transfer protein (CETP) inhibition is a potential HDL-raising therapy, interest has been raised in the mechanisms and consequences of CETP activity. To explore these mechanisms and the dynamics of CETP in vitro, a mechanistic mathematical model was developed based upon the shuttle mechanism for lipid transfer. Model parameters were estimated from eight published experimental datasets, and the resulting model captures observed dynamics of CETP in vitro. Simulations suggest the shuttle mechanism yields behaviors consistent with experimental observations. Three key findings predicted from model simulations are: 1) net CE transfer activity from HDL to VLDL and LDL can be significantly altered by changing the balance of homoexchange versus heteroexchange of neutral lipids via CETP; 2) lipemia-induced increases in CETP activity are more likely caused by increases in lipoprotein particle size than particle number; and 3) the inhibition mechanisms of the CETP inhibitors torcetrapib and JTT-705 are significantly more potent than a classic competitive inhibition mechanism with the irreversible binding mechanism having the most robust response. In summary, the model provides a plausible representation of CETP activity in vitro, corroborates strong evidence for the shuttle hypothesis, and provides new insights into the consequences of CETP activity and inhibition on lipoproteins.
由于胆固醇酯转移蛋白(CETP)抑制剂是一种潜在的升高 HDL 的治疗方法,因此人们对 CETP 活性的机制和后果产生了兴趣。为了探索这些机制和 CETP 在体外的动态,我们基于脂质转移的穿梭机制开发了一个机制数学模型。模型参数是根据八个已发表的实验数据集进行估计的,所得到的模型能够捕捉到 CETP 在体外的观察到的动态。模拟结果表明,穿梭机制产生的行为与实验观察结果一致。从模型模拟中预测的三个关键发现是:1)通过 CETP 改变中性脂质的同源交换与异源交换之间的平衡,可以显著改变从 HDL 到 VLDL 和 LDL 的净 CE 转移活性;2)脂血症引起的 CETP 活性增加更可能是由于脂蛋白颗粒大小的增加而不是颗粒数量的增加引起的;3)CETP 抑制剂 torcetrapib 和 JTT-705 的抑制机制明显比经典的竞争性抑制机制更有效,其中不可逆结合机制具有最稳健的响应。总之,该模型提供了 CETP 在体外活性的合理表示,证实了穿梭假说的有力证据,并为 CETP 活性和抑制对脂蛋白的影响提供了新的见解。