Optimal designs for population pharmacokinetic studies of the partner drugs co-administered with artemisinin derivatives in patients with uncomplicated falciparum malaria
Background: Artemisinin-based combination therapy (ACT) is currently recommended as first-line treatment for uncomplicated malaria, but of concern, it has been observed that the effectiveness of the main artemisinin derivative, artesunate, has been diminished due to parasite resistance. This reduction in effect highlights the importance of the partner drugs in ACT and provides motivation to gain more knowledge of their pharmacokinetic (PK) properties via population PK studies. Optimal design methodology has been developed for population PK studies, which analytically determines a sampling schedule that is clinically feasible and yields precise estimation of model parameters. In this work, optimal design methodology was used to determine sampling designs for typical future population PK studies of the partner drugs (mefloquine, lumefantrine, piperaquine and amodiaquine) co-administered with artemisinin derivatives. Methods: The optimal designs were determined using freely available software and were based on structural PK models from the literature and the key specifications of 100 patients with five samples per patient, with one sample taken on the seventh day of treatment. The derived optimal designs were then evaluated via a simulation-estimation procedure. Results: For all partner drugs, designs consisting of two sampling schedules (50 patients per schedule) with five samples per patient resulted in acceptable precision of the model parameter estimates. Conclusions: The sampling schedules proposed in this paper should be considered in future population pharmacokinetic studies where intensive sampling over many days or weeks of follow-up is not possible due to either ethical, logistic or economical reasons.
机构:
Shoklo Malaria Res Unit, Mae Sot 63110, Tak, ThailandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Rijken, Marcus J.
;
McGready, Rose
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机构:
Shoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit, Bangkok 10400, Thailand
Univ Oxford, Ctr Clin Vaccinol & Trop Med, Nuffield Dept Clin Med, Oxford OX3 7LJ, EnglandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
McGready, Rose
;
Jullien, Vincent
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机构:
Univ Paris 05, Assistance Publ Hop Paris, INSERM, U663, Paris, France
Hop St Vincent de Paul, F-75674 Paris, FranceShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Jullien, Vincent
;
Tarning, Joel
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机构:
Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit, Bangkok 10400, Thailand
Univ Oxford, Ctr Clin Vaccinol & Trop Med, Nuffield Dept Clin Med, Oxford OX3 7LJ, EnglandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Tarning, Joel
;
Lindegardh, Niklas
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机构:
Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit, Bangkok 10400, Thailand
Univ Oxford, Ctr Clin Vaccinol & Trop Med, Nuffield Dept Clin Med, Oxford OX3 7LJ, EnglandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Lindegardh, Niklas
;
Phyo, Aung Pyae
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Shoklo Malaria Res Unit, Mae Sot 63110, Tak, ThailandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Phyo, Aung Pyae
;
Win, Aye Kyi
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Shoklo Malaria Res Unit, Mae Sot 63110, Tak, ThailandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Win, Aye Kyi
;
Hsi, Poe
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Shoklo Malaria Res Unit, Mae Sot 63110, Tak, ThailandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Hsi, Poe
;
Cammas, Mireille
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机构:
Univ Paris 05, Assistance Publ Hop Paris, INSERM, U663, Paris, France
Hop St Vincent de Paul, F-75674 Paris, FranceShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Cammas, Mireille
;
Singhasivanon, Pratap
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机构:Shoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Singhasivanon, Pratap
;
White, Nicholas J.
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机构:
Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit, Bangkok 10400, Thailand
Univ Oxford, Ctr Clin Vaccinol & Trop Med, Nuffield Dept Clin Med, Oxford OX3 7LJ, EnglandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
White, Nicholas J.
;
Nosten, Francois
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h-index: 0
机构:
Shoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit, Bangkok 10400, Thailand
Univ Oxford, Ctr Clin Vaccinol & Trop Med, Nuffield Dept Clin Med, Oxford OX3 7LJ, EnglandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
机构:
Shoklo Malaria Res Unit, Mae Sot 63110, Tak, ThailandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Rijken, Marcus J.
;
McGready, Rose
论文数: 0引用数: 0
h-index: 0
机构:
Shoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit, Bangkok 10400, Thailand
Univ Oxford, Ctr Clin Vaccinol & Trop Med, Nuffield Dept Clin Med, Oxford OX3 7LJ, EnglandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
McGready, Rose
;
Jullien, Vincent
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris 05, Assistance Publ Hop Paris, INSERM, U663, Paris, France
Hop St Vincent de Paul, F-75674 Paris, FranceShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Jullien, Vincent
;
Tarning, Joel
论文数: 0引用数: 0
h-index: 0
机构:
Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit, Bangkok 10400, Thailand
Univ Oxford, Ctr Clin Vaccinol & Trop Med, Nuffield Dept Clin Med, Oxford OX3 7LJ, EnglandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Tarning, Joel
;
Lindegardh, Niklas
论文数: 0引用数: 0
h-index: 0
机构:
Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit, Bangkok 10400, Thailand
Univ Oxford, Ctr Clin Vaccinol & Trop Med, Nuffield Dept Clin Med, Oxford OX3 7LJ, EnglandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Lindegardh, Niklas
;
Phyo, Aung Pyae
论文数: 0引用数: 0
h-index: 0
机构:
Shoklo Malaria Res Unit, Mae Sot 63110, Tak, ThailandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Phyo, Aung Pyae
;
Win, Aye Kyi
论文数: 0引用数: 0
h-index: 0
机构:
Shoklo Malaria Res Unit, Mae Sot 63110, Tak, ThailandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Win, Aye Kyi
;
Hsi, Poe
论文数: 0引用数: 0
h-index: 0
机构:
Shoklo Malaria Res Unit, Mae Sot 63110, Tak, ThailandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Hsi, Poe
;
Cammas, Mireille
论文数: 0引用数: 0
h-index: 0
机构:
Univ Paris 05, Assistance Publ Hop Paris, INSERM, U663, Paris, France
Hop St Vincent de Paul, F-75674 Paris, FranceShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Cammas, Mireille
;
Singhasivanon, Pratap
论文数: 0引用数: 0
h-index: 0
机构:Shoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Singhasivanon, Pratap
;
White, Nicholas J.
论文数: 0引用数: 0
h-index: 0
机构:
Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit, Bangkok 10400, Thailand
Univ Oxford, Ctr Clin Vaccinol & Trop Med, Nuffield Dept Clin Med, Oxford OX3 7LJ, EnglandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
White, Nicholas J.
;
Nosten, Francois
论文数: 0引用数: 0
h-index: 0
机构:
Shoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand
Mahidol Univ, Fac Trop Med, Mahidol Oxford Trop Med Res Unit, Bangkok 10400, Thailand
Univ Oxford, Ctr Clin Vaccinol & Trop Med, Nuffield Dept Clin Med, Oxford OX3 7LJ, EnglandShoklo Malaria Res Unit, Mae Sot 63110, Tak, Thailand