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Differential Effects of Lipid-lowering Drugs in Modulating Morphology of Cholesterol Particles
Published on: November 10, 2017
Evaluation of HDL-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach
Kapil Gadkar1, James Lu2, Srikumar Sahasranaman3
1Genentech Research and Early Development, South San Francisco, CA gadkar.kapil@gene.com.
Insights
Pharmacologic increases in high-density lipoprotein cholesterol (HDL-C) may not reduce cardiovascular disease (CVD) risk. This study uses a systems pharmacology model to link HDL measurements to reverse cholesterol transport (RCT) rates, guiding drug development.
Area of Science:
- Biochemistry
- Pharmacology
- Cardiovascular Medicine
Background:
- Cholesteryl ester transport protein inhibitor drugs failed to decrease cardiovascular disease (CVD) risk despite raising high-density lipoprotein cholesterol (HDL-C).
- This suggests that elevated HDL-C levels do not always correlate with increased reverse cholesterol transport (RCT), the proposed mechanism for HDL's cardioprotective effects.
- Current challenges in drug development include the lack of validated markers to connect drug-induced changes in HDL properties to RCT and subsequent CVD risk reduction.
Purpose of the Study:
- To utilize a systems pharmacology model to analyze the impact of different high-density lipoprotein (HDL) targets on cholesterol metabolism.
- To establish quantitative relationships between HDL-related measurements and alterations in RCT rate.
- To support the selection and evaluation of drug targets and compounds for CVD treatment.
Main Methods:
- Development and application of a systems pharmacology model.
- Simulation of cholesterol metabolism and reverse cholesterol transport under various HDL-modulating scenarios.
- Quantitative analysis of the relationship between HDL parameters and RCT rate.
Main Results:
- Simulations indicate that short-term infusion of HDL may offer potential for treating acute CVD by quantifying peripheral cholesterol removal.
- The study suggests that for primary CVD prevention, stimulating apolipoprotein A-I (ApoA-I) synthesis may be a more effective strategy.
- This approach is favored due to its potential for a sustained long-term increase in RCT rate.
Conclusions:
- Pharmacologic modulation of HDL-C requires careful consideration of effects on RCT, not just HDL-C levels.
- Systems pharmacology modeling provides a valuable tool for evaluating HDL-targeted therapies and their impact on CVD.
- Inducing ApoA-I synthesis shows promise for long-term CVD prevention through enhanced RCT.
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.
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