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使用系统药理学方法评估用于降低心血管风险的高密度脂蛋白调节干预措施。

Evaluation of HDL-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach.

作者信息

Gadkar Kapil, Lu James, Sahasranaman Srikumar, Davis John, Mazer Norman A, Ramanujan Saroja

机构信息

Genentech Research and Early Development, South San Francisco, CA

Roche Pharma Research and Early Development, Clinical Pharmacology, Disease Modeling Group, Roche Innovation Center Basel, Basel, Switzerland.

出版信息

J Lipid Res. 2016 Jan;57(1):46-55. doi: 10.1194/jlr.M057943. Epub 2015 Nov 1.

Abstract

The recent failures of cholesteryl ester transport protein inhibitor drugs to decrease CVD risk, despite raising HDL cholesterol (HDL-C) levels, suggest that pharmacologic increases in HDL-C may not always reflect elevations in reverse cholesterol transport (RCT), the process by which HDL is believed to exert its beneficial effects. HDL-modulating therapies can affect HDL properties beyond total HDL-C, including particle numbers, size, and composition, and may contribute differently to RCT and CVD risk. The lack of validated easily measurable pharmacodynamic markers to link drug effects to RCT, and ultimately to CVD risk, complicates target and compound selection and evaluation. In this work, we use a systems pharmacology model to contextualize the roles of different HDL targets in cholesterol metabolism and provide quantitative links between HDL-related measurements and the associated changes in RCT rate to support target and compound evaluation in drug development. By quantifying the amount of cholesterol removed from the periphery over the short-term, our simulations show the potential for infused HDL to treat acute CVD. For the primary prevention of CVD, our analysis suggests that the induction of ApoA-I synthesis may be a more viable approach, due to the long-term increase in RCT rate.

摘要

尽管胆固醇酯转运蛋白抑制剂药物能提高高密度脂蛋白胆固醇(HDL-C)水平,但最近这些药物未能降低心血管疾病(CVD)风险,这表明通过药物手段提高HDL-C水平可能并不总能反映逆向胆固醇转运(RCT)的增加,而HDL被认为正是通过这一过程发挥其有益作用的。调节HDL的疗法可以影响HDL除总HDL-C之外的其他特性,包括颗粒数量、大小和组成,并且可能对RCT和CVD风险产生不同的影响。由于缺乏经过验证的、易于测量的药效学标志物来将药物效应与RCT联系起来,并最终与CVD风险联系起来,使得靶点和化合物的选择及评估变得复杂。在这项研究中,我们使用系统药理学模型来阐明不同HDL靶点在胆固醇代谢中的作用,并提供HDL相关测量值与RCT速率的相关变化之间的定量联系,以支持药物研发中的靶点和化合物评估。通过量化短期内从外周清除的胆固醇量,我们的模拟结果显示了输注HDL治疗急性CVD的潜力。对于CVD的一级预防,我们的分析表明,由于RCT速率的长期增加,诱导载脂蛋白A-I(ApoA-I)合成可能是一种更可行的方法。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/821f/4689335/dc234bd54c4e/46fig1.jpg

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