A Population Pharmacokinetic/Pharmacodynamic Model Predicts Favorable HDL Cholesterol Changes Over the First 5 Years in Children Treated With Current Efavirenz-Based Regimens

© 2016, The American College of Clinical Pharmacology Efavirenz use is associated with changes in cholesterol concentrations, but it is unclear whether this effect is related to drug concentrations. Using efavirenz and cholesterol plasma concentrations measured in 87 antiretroviral-naive children in...

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Main Authors: Nontiya Homkham, Tim R. Cressey, Lily Ingsrisawang, Naïm Bouazza, Chaiwat Ngampiyaskul, Suchat Hongsiriwon, Sakulrat Srirojana, Suparat Kanjanavanit, Sorakij Bhakeecheep, Sophie Le Coeur, Nicolas Salvadori, Jean Marc Treluyer, Gonzague Jourdain, Saik Urien
Format: Journal
Published: 2018
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http://cmuir.cmu.ac.th/jspui/handle/6653943832/56250
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Institution: Chiang Mai University
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spelling th-cmuir.6653943832-562502018-09-05T03:12:46Z A Population Pharmacokinetic/Pharmacodynamic Model Predicts Favorable HDL Cholesterol Changes Over the First 5 Years in Children Treated With Current Efavirenz-Based Regimens Nontiya Homkham Tim R. Cressey Lily Ingsrisawang Naïm Bouazza Chaiwat Ngampiyaskul Suchat Hongsiriwon Sakulrat Srirojana Suparat Kanjanavanit Sorakij Bhakeecheep Sophie Le Coeur Nicolas Salvadori Jean Marc Treluyer Gonzague Jourdain Saik Urien Medicine Pharmacology, Toxicology and Pharmaceutics © 2016, The American College of Clinical Pharmacology Efavirenz use is associated with changes in cholesterol concentrations, but it is unclear whether this effect is related to drug concentrations. Using efavirenz and cholesterol plasma concentrations measured in 87 antiretroviral-naive children in Thailand, we assessed indirect response models to describe the evolution of high- and low-density lipoprotein (HDL, LDL) cholesterol concentrations in relation to efavirenz plasma concentrations over time where efavirenz was assumed to either stimulate cholesterol production or inhibit its elimination. Simulations of cholesterol evolution for children with different average efavirenz concentrations (Cav) according to their assumed status of “fast” or “slow” metabolizers of efavirenz were performed. At treatment initiation, children's median (interquartile range, IQR) age was 8 years (5 to 10), body mass index z-score 0.01 (–1.05 to 1.44), HDL 31 mg/dL (24 to 44), and LDL 83 mg/dL (69 to 100). Median (IQR) efavirenz Cavwas 1.7 mg/L (1.3 to 2.1) during the period of observation. The best model describing the evolution of HDL and LDL cholesterol concentrations over time assumed that efavirenz inhibited their elimination. HDL concentrations increase over 5 years, whereas LDL concentrations increased only during the first 4 months and then returned to baseline levels afterward. Simulations predicted that, after 3 years, HDL would increase to 63 mg/dL in “fast” metabolizers and 97 mg/dL in “slow” metabolizers of efavirenz. The population pharmacokinetic-pharmacodynamic (PK-PD) model shows that favorable HDL cholesterol changes can be expected in children with current efavirenz dosing guidelines over 5 years of treatment. 2018-09-05T03:11:26Z 2018-09-05T03:11:26Z 2016-01-01 Journal 15524604 00912700 2-s2.0-84959423363 10.1002/jcph.701 https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84959423363&origin=inward http://cmuir.cmu.ac.th/jspui/handle/6653943832/56250
institution Chiang Mai University
building Chiang Mai University Library
country Thailand
collection CMU Intellectual Repository
topic Medicine
Pharmacology, Toxicology and Pharmaceutics
spellingShingle Medicine
Pharmacology, Toxicology and Pharmaceutics
Nontiya Homkham
Tim R. Cressey
Lily Ingsrisawang
Naïm Bouazza
Chaiwat Ngampiyaskul
Suchat Hongsiriwon
Sakulrat Srirojana
Suparat Kanjanavanit
Sorakij Bhakeecheep
Sophie Le Coeur
Nicolas Salvadori
Jean Marc Treluyer
Gonzague Jourdain
Saik Urien
A Population Pharmacokinetic/Pharmacodynamic Model Predicts Favorable HDL Cholesterol Changes Over the First 5 Years in Children Treated With Current Efavirenz-Based Regimens
description © 2016, The American College of Clinical Pharmacology Efavirenz use is associated with changes in cholesterol concentrations, but it is unclear whether this effect is related to drug concentrations. Using efavirenz and cholesterol plasma concentrations measured in 87 antiretroviral-naive children in Thailand, we assessed indirect response models to describe the evolution of high- and low-density lipoprotein (HDL, LDL) cholesterol concentrations in relation to efavirenz plasma concentrations over time where efavirenz was assumed to either stimulate cholesterol production or inhibit its elimination. Simulations of cholesterol evolution for children with different average efavirenz concentrations (Cav) according to their assumed status of “fast” or “slow” metabolizers of efavirenz were performed. At treatment initiation, children's median (interquartile range, IQR) age was 8 years (5 to 10), body mass index z-score 0.01 (–1.05 to 1.44), HDL 31 mg/dL (24 to 44), and LDL 83 mg/dL (69 to 100). Median (IQR) efavirenz Cavwas 1.7 mg/L (1.3 to 2.1) during the period of observation. The best model describing the evolution of HDL and LDL cholesterol concentrations over time assumed that efavirenz inhibited their elimination. HDL concentrations increase over 5 years, whereas LDL concentrations increased only during the first 4 months and then returned to baseline levels afterward. Simulations predicted that, after 3 years, HDL would increase to 63 mg/dL in “fast” metabolizers and 97 mg/dL in “slow” metabolizers of efavirenz. The population pharmacokinetic-pharmacodynamic (PK-PD) model shows that favorable HDL cholesterol changes can be expected in children with current efavirenz dosing guidelines over 5 years of treatment.
format Journal
author Nontiya Homkham
Tim R. Cressey
Lily Ingsrisawang
Naïm Bouazza
Chaiwat Ngampiyaskul
Suchat Hongsiriwon
Sakulrat Srirojana
Suparat Kanjanavanit
Sorakij Bhakeecheep
Sophie Le Coeur
Nicolas Salvadori
Jean Marc Treluyer
Gonzague Jourdain
Saik Urien
author_facet Nontiya Homkham
Tim R. Cressey
Lily Ingsrisawang
Naïm Bouazza
Chaiwat Ngampiyaskul
Suchat Hongsiriwon
Sakulrat Srirojana
Suparat Kanjanavanit
Sorakij Bhakeecheep
Sophie Le Coeur
Nicolas Salvadori
Jean Marc Treluyer
Gonzague Jourdain
Saik Urien
author_sort Nontiya Homkham
title A Population Pharmacokinetic/Pharmacodynamic Model Predicts Favorable HDL Cholesterol Changes Over the First 5 Years in Children Treated With Current Efavirenz-Based Regimens
title_short A Population Pharmacokinetic/Pharmacodynamic Model Predicts Favorable HDL Cholesterol Changes Over the First 5 Years in Children Treated With Current Efavirenz-Based Regimens
title_full A Population Pharmacokinetic/Pharmacodynamic Model Predicts Favorable HDL Cholesterol Changes Over the First 5 Years in Children Treated With Current Efavirenz-Based Regimens
title_fullStr A Population Pharmacokinetic/Pharmacodynamic Model Predicts Favorable HDL Cholesterol Changes Over the First 5 Years in Children Treated With Current Efavirenz-Based Regimens
title_full_unstemmed A Population Pharmacokinetic/Pharmacodynamic Model Predicts Favorable HDL Cholesterol Changes Over the First 5 Years in Children Treated With Current Efavirenz-Based Regimens
title_sort population pharmacokinetic/pharmacodynamic model predicts favorable hdl cholesterol changes over the first 5 years in children treated with current efavirenz-based regimens
publishDate 2018
url https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=84959423363&origin=inward
http://cmuir.cmu.ac.th/jspui/handle/6653943832/56250
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