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Evaluation of HDL-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach
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 believe...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
The American Society for Biochemistry and Molecular Biology
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4689335/ https://www.ncbi.nlm.nih.gov/pubmed/26522778 http://dx.doi.org/10.1194/jlr.M057943 |
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author | Gadkar, Kapil Lu, James Sahasranaman, Srikumar Davis, John Mazer, Norman A. Ramanujan, Saroja |
author_facet | Gadkar, Kapil Lu, James Sahasranaman, Srikumar Davis, John Mazer, Norman A. Ramanujan, Saroja |
author_sort | Gadkar, Kapil |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-4689335 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | The American Society for Biochemistry and Molecular Biology |
record_format | MEDLINE/PubMed |
spelling | pubmed-46893352016-01-07 Evaluation of HDL-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach Gadkar, Kapil Lu, James Sahasranaman, Srikumar Davis, John Mazer, Norman A. Ramanujan, Saroja J Lipid Res Research Articles 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. The American Society for Biochemistry and Molecular Biology 2016-01 /pmc/articles/PMC4689335/ /pubmed/26522778 http://dx.doi.org/10.1194/jlr.M057943 Text en Copyright © 2016 by the American Society for Biochemistry and Molecular Biology, Inc. http://creativecommons.org/licenses/by/4.0/ Author’s Choice—Final version free via Creative Commons CC-BY license. |
spellingShingle | Research Articles Gadkar, Kapil Lu, James Sahasranaman, Srikumar Davis, John Mazer, Norman A. Ramanujan, Saroja Evaluation of HDL-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach |
title | Evaluation of HDL-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach |
title_full | Evaluation of HDL-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach |
title_fullStr | Evaluation of HDL-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach |
title_full_unstemmed | Evaluation of HDL-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach |
title_short | Evaluation of HDL-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach |
title_sort | evaluation of hdl-modulating interventions for cardiovascular risk reduction using a systems pharmacology approach |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4689335/ https://www.ncbi.nlm.nih.gov/pubmed/26522778 http://dx.doi.org/10.1194/jlr.M057943 |
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