Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: Gadkar, Kapil, Lu, James, Sahasranaman, Srikumar, Davis, John, Mazer, Norman A., Ramanujan, Saroja
Formato: Online Artículo Texto
Lenguaje:English
Publicado: The American Society for Biochemistry and Molecular Biology 2016
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
_version_ 1782406826374987776
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
work_keys_str_mv AT gadkarkapil evaluationofhdlmodulatinginterventionsforcardiovascularriskreductionusingasystemspharmacologyapproach
AT lujames evaluationofhdlmodulatinginterventionsforcardiovascularriskreductionusingasystemspharmacologyapproach
AT sahasranamansrikumar evaluationofhdlmodulatinginterventionsforcardiovascularriskreductionusingasystemspharmacologyapproach
AT davisjohn evaluationofhdlmodulatinginterventionsforcardiovascularriskreductionusingasystemspharmacologyapproach
AT mazernormana evaluationofhdlmodulatinginterventionsforcardiovascularriskreductionusingasystemspharmacologyapproach
AT ramanujansaroja evaluationofhdlmodulatinginterventionsforcardiovascularriskreductionusingasystemspharmacologyapproach