Semimechanistic pharmacokinetic and pharmacodynamic modeling of piperaquine in a volunteer infection study with plasmodium falciparum blood-stage Malaria

Dihydroartemisinin-piperaquine is a recommended first-line artemisinin combination therapy for Plasmodium falciparum malaria. Piperaquine is also under consideration for other antimalarial combination therapies. The aim of this study was to develop a pharmacokinetic-pharmacodynamic model that might...

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Main Authors: Thanaporn Wattanakul, Mark Baker, Joerg Mohrle, Brett McWhinney, Richard M. Hoglund, James S. McCarthy, Joel Tarning
Other Authors: Faculty of Tropical Medicine, Mahidol University
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Published: 2022
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Online Access:https://repository.li.mahidol.ac.th/handle/123456789/78312
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spelling th-mahidol.783122022-08-04T18:22:39Z Semimechanistic pharmacokinetic and pharmacodynamic modeling of piperaquine in a volunteer infection study with plasmodium falciparum blood-stage Malaria Thanaporn Wattanakul Mark Baker Joerg Mohrle Brett McWhinney Richard M. Hoglund James S. McCarthy Joel Tarning Faculty of Tropical Medicine, Mahidol University ViiV Healthcare The University of Queensland Royal Brisbane and Women's Hospital QIMR Berghofer Medical Research Institute Nuffield Department of Medicine Medicines for Malaria Venture Medicine Pharmacology, Toxicology and Pharmaceutics Dihydroartemisinin-piperaquine is a recommended first-line artemisinin combination therapy for Plasmodium falciparum malaria. Piperaquine is also under consideration for other antimalarial combination therapies. The aim of this study was to develop a pharmacokinetic-pharmacodynamic model that might be useful when optimizing the use of piperaquine in new antimalarial combination therapies. The pharmacokinetic-pharmacodynamic model was developed using data from a previously reported dose-ranging study where 24 healthy volunteers were inoculated with 1,800 blood-stage Plasmodium falciparum parasites. All volunteers received a single oral dose of piperaquine (960mg, 640mg, or 480mg) on day 7 or day 8 after parasite inoculation in separate cohorts. Parasite densities were measured by quantitative PCR (qPCR), and piperaquine levels were measured in plasma samples. We used nonlinear mixed-effect modeling to characterize the pharmacokinetic properties of piperaquine and the parasite dynamics associated with piperaquine exposure. The pharmacokinetics of piperaquine was described by a three-compartment disposition model. A semimechanistic parasite dynamics model was developed to explain the maturation of parasites, sequestration of mature parasites, synchronicity of infections, and multiplication of parasites, as seen in natural clinical infections with P. falciparum malaria. Piperaquine-associated parasite killing was estimated using a maximum effect (Emax) function. Treatment simulations (i.e., 3-day oral dosing of dihydroartemisinin-piperaquine) indicated that to be able to combat multidrug-resistant infections, an ideal additional drug in a new antimalarial triple-combination therapy should have a parasite reduction ratio of $102 per life cycle (38.8 h) with a duration of action of$2weeks. The semimechanistic pharmacokinetic-pharmacodynamic model described here offers the potential to be a valuable tool for assessing and optimizing current and new antimalarial drug combination therapies containing piperaquine and the impact of these therapies on killing multidrug-resistant infections. (This study has been registered in the Australian and New Zealand Clinical Trials Registry under no. ANZCTRN12613000565741.) 2022-08-04T09:27:38Z 2022-08-04T09:27:38Z 2021-04-01 Article Antimicrobial Agents and Chemotherapy. Vol.65, No.4 (2021) 10.1128/AAC.01583-20 10986596 00664804 2-s2.0-85103013525 https://repository.li.mahidol.ac.th/handle/123456789/78312 Mahidol University SCOPUS https://www.scopus.com/inward/record.uri?partnerID=HzOxMe3b&scp=85103013525&origin=inward
institution Mahidol University
building Mahidol University Library
continent Asia
country Thailand
Thailand
content_provider Mahidol University Library
collection Mahidol University Institutional Repository
topic Medicine
Pharmacology, Toxicology and Pharmaceutics
spellingShingle Medicine
Pharmacology, Toxicology and Pharmaceutics
Thanaporn Wattanakul
Mark Baker
Joerg Mohrle
Brett McWhinney
Richard M. Hoglund
James S. McCarthy
Joel Tarning
Semimechanistic pharmacokinetic and pharmacodynamic modeling of piperaquine in a volunteer infection study with plasmodium falciparum blood-stage Malaria
description Dihydroartemisinin-piperaquine is a recommended first-line artemisinin combination therapy for Plasmodium falciparum malaria. Piperaquine is also under consideration for other antimalarial combination therapies. The aim of this study was to develop a pharmacokinetic-pharmacodynamic model that might be useful when optimizing the use of piperaquine in new antimalarial combination therapies. The pharmacokinetic-pharmacodynamic model was developed using data from a previously reported dose-ranging study where 24 healthy volunteers were inoculated with 1,800 blood-stage Plasmodium falciparum parasites. All volunteers received a single oral dose of piperaquine (960mg, 640mg, or 480mg) on day 7 or day 8 after parasite inoculation in separate cohorts. Parasite densities were measured by quantitative PCR (qPCR), and piperaquine levels were measured in plasma samples. We used nonlinear mixed-effect modeling to characterize the pharmacokinetic properties of piperaquine and the parasite dynamics associated with piperaquine exposure. The pharmacokinetics of piperaquine was described by a three-compartment disposition model. A semimechanistic parasite dynamics model was developed to explain the maturation of parasites, sequestration of mature parasites, synchronicity of infections, and multiplication of parasites, as seen in natural clinical infections with P. falciparum malaria. Piperaquine-associated parasite killing was estimated using a maximum effect (Emax) function. Treatment simulations (i.e., 3-day oral dosing of dihydroartemisinin-piperaquine) indicated that to be able to combat multidrug-resistant infections, an ideal additional drug in a new antimalarial triple-combination therapy should have a parasite reduction ratio of $102 per life cycle (38.8 h) with a duration of action of$2weeks. The semimechanistic pharmacokinetic-pharmacodynamic model described here offers the potential to be a valuable tool for assessing and optimizing current and new antimalarial drug combination therapies containing piperaquine and the impact of these therapies on killing multidrug-resistant infections. (This study has been registered in the Australian and New Zealand Clinical Trials Registry under no. ANZCTRN12613000565741.)
author2 Faculty of Tropical Medicine, Mahidol University
author_facet Faculty of Tropical Medicine, Mahidol University
Thanaporn Wattanakul
Mark Baker
Joerg Mohrle
Brett McWhinney
Richard M. Hoglund
James S. McCarthy
Joel Tarning
format Article
author Thanaporn Wattanakul
Mark Baker
Joerg Mohrle
Brett McWhinney
Richard M. Hoglund
James S. McCarthy
Joel Tarning
author_sort Thanaporn Wattanakul
title Semimechanistic pharmacokinetic and pharmacodynamic modeling of piperaquine in a volunteer infection study with plasmodium falciparum blood-stage Malaria
title_short Semimechanistic pharmacokinetic and pharmacodynamic modeling of piperaquine in a volunteer infection study with plasmodium falciparum blood-stage Malaria
title_full Semimechanistic pharmacokinetic and pharmacodynamic modeling of piperaquine in a volunteer infection study with plasmodium falciparum blood-stage Malaria
title_fullStr Semimechanistic pharmacokinetic and pharmacodynamic modeling of piperaquine in a volunteer infection study with plasmodium falciparum blood-stage Malaria
title_full_unstemmed Semimechanistic pharmacokinetic and pharmacodynamic modeling of piperaquine in a volunteer infection study with plasmodium falciparum blood-stage Malaria
title_sort semimechanistic pharmacokinetic and pharmacodynamic modeling of piperaquine in a volunteer infection study with plasmodium falciparum blood-stage malaria
publishDate 2022
url https://repository.li.mahidol.ac.th/handle/123456789/78312
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