Model-based assessment of the safety of community interventions with primaquine in sub-Saharan Africa
Abstract Background Single low-dose primaquine (SLD-PQ) is recommended in combination with artemisinin-based combination therapy to reduce Plasmodium falciparum transmission in areas threatened by artemisinin resistance or aiming for malaria elimination. SLD-PQ may be beneficial in mass drug adminis...
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doaj-9c5e3fda42714e078e801a7a655b2d1b2021-10-10T11:33:32ZengBMCParasites & Vectors1756-33052021-10-0114111110.1186/s13071-021-05034-4Model-based assessment of the safety of community interventions with primaquine in sub-Saharan AfricaStijn W. van Beek0Elin M. Svensson1Alfred B. Tiono2Joseph Okebe3Umberto D’Alessandro4Bronner P. Gonçalves5Teun Bousema6Chris Drakeley7Rob ter Heine8Department of Pharmacy, Radboud Institute for Health Sciences, Radboud University Medical CenterDepartment of Pharmacy, Radboud Institute for Health Sciences, Radboud University Medical CenterNational Center for Research and Training on Malaria (CNRFP)Department of International Public Health, Liverpool School of Tropical MedicineMedical Research Council Unit The Gambia at the London School of Hygiene & Tropical MedicineLondon School of Hygiene & Tropical MedicineDepartment of Medical Microbiology, Radboud University Medical CenterLondon School of Hygiene & Tropical MedicineDepartment of Pharmacy, Radboud Institute for Health Sciences, Radboud University Medical CenterAbstract Background Single low-dose primaquine (SLD-PQ) is recommended in combination with artemisinin-based combination therapy to reduce Plasmodium falciparum transmission in areas threatened by artemisinin resistance or aiming for malaria elimination. SLD-PQ may be beneficial in mass drug administration (MDA) campaigns to prevent malaria transmission but uptake is limited by concerns of hemolysis in glucose-6-phosphate dehydrogenase (G6PD)-deficient individuals. The aim of this study was to improve the evidence on the safety of MDA with SLD-PQ in a sub-Saharan African setting. Methods A nonlinear mixed-effects model describing the pharmacokinetics and treatment-induced hemolysis of primaquine was developed using data from an adult (n = 16, G6PD deficient) and pediatric study (n = 38, G6PD normal). The relationship between primaquine pharmacokinetics and hemolysis was modeled using an established erythrocyte lifespan model. The safety of MDA with SLD-PQ was explored through Monte Carlo simulations for SLD-PQ at 0.25 or 0.4 mg/kg using baseline data from a Tanzanian setting with detailed information on hemoglobin concentrations and G6PD status. Results The predicted reduction in hemoglobin levels following SLD-PQ was small and returned to pre-treatment levels after 25 days. G6PD deficiency (African A- variant) was associated with a 2.5-fold (95% CI 1.2–8.2) larger reduction in hemoglobin levels. In the Tanzanian setting where 43% of the population had at least mild anemia (hemoglobin < 11–13 g/dl depending on age and sex) and 2.73% had severe anemia (hemoglobin < 7–8 g/dl depending on age and sex), an additional 3.7% and 6.0% of the population were predicted to develop at least mild anemia and 0.25% and 0.41% to develop severe anemia after 0.25 and 0.4 mg/kg SLD-PQ, respectively. Children < 5 years of age and women ≥ 15 years of age were found to have a higher chance to have low pre-treatment hemoglobin. Conclusions This study supports the feasibility of MDA with SLD-PQ in a sub-Saharan African setting by predicting small and transient reductions in hemoglobin levels. In a setting where a substantial proportion of the population had low hemoglobin concentrations, our simulations suggest treatment with SLD-PQ would result in small increases in the prevalence of anemia which would most likely be transient. Graphical abstracthttps://doi.org/10.1186/s13071-021-05034-4PrimaquineMalariaPlasmodium falciparumMass Drug AdministrationModelingG6PD |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Stijn W. van Beek Elin M. Svensson Alfred B. Tiono Joseph Okebe Umberto D’Alessandro Bronner P. Gonçalves Teun Bousema Chris Drakeley Rob ter Heine |
spellingShingle |
Stijn W. van Beek Elin M. Svensson Alfred B. Tiono Joseph Okebe Umberto D’Alessandro Bronner P. Gonçalves Teun Bousema Chris Drakeley Rob ter Heine Model-based assessment of the safety of community interventions with primaquine in sub-Saharan Africa Parasites & Vectors Primaquine Malaria Plasmodium falciparum Mass Drug Administration Modeling G6PD |
author_facet |
Stijn W. van Beek Elin M. Svensson Alfred B. Tiono Joseph Okebe Umberto D’Alessandro Bronner P. Gonçalves Teun Bousema Chris Drakeley Rob ter Heine |
author_sort |
Stijn W. van Beek |
title |
Model-based assessment of the safety of community interventions with primaquine in sub-Saharan Africa |
title_short |
Model-based assessment of the safety of community interventions with primaquine in sub-Saharan Africa |
title_full |
Model-based assessment of the safety of community interventions with primaquine in sub-Saharan Africa |
title_fullStr |
Model-based assessment of the safety of community interventions with primaquine in sub-Saharan Africa |
title_full_unstemmed |
Model-based assessment of the safety of community interventions with primaquine in sub-Saharan Africa |
title_sort |
model-based assessment of the safety of community interventions with primaquine in sub-saharan africa |
publisher |
BMC |
series |
Parasites & Vectors |
issn |
1756-3305 |
publishDate |
2021-10-01 |
description |
Abstract Background Single low-dose primaquine (SLD-PQ) is recommended in combination with artemisinin-based combination therapy to reduce Plasmodium falciparum transmission in areas threatened by artemisinin resistance or aiming for malaria elimination. SLD-PQ may be beneficial in mass drug administration (MDA) campaigns to prevent malaria transmission but uptake is limited by concerns of hemolysis in glucose-6-phosphate dehydrogenase (G6PD)-deficient individuals. The aim of this study was to improve the evidence on the safety of MDA with SLD-PQ in a sub-Saharan African setting. Methods A nonlinear mixed-effects model describing the pharmacokinetics and treatment-induced hemolysis of primaquine was developed using data from an adult (n = 16, G6PD deficient) and pediatric study (n = 38, G6PD normal). The relationship between primaquine pharmacokinetics and hemolysis was modeled using an established erythrocyte lifespan model. The safety of MDA with SLD-PQ was explored through Monte Carlo simulations for SLD-PQ at 0.25 or 0.4 mg/kg using baseline data from a Tanzanian setting with detailed information on hemoglobin concentrations and G6PD status. Results The predicted reduction in hemoglobin levels following SLD-PQ was small and returned to pre-treatment levels after 25 days. G6PD deficiency (African A- variant) was associated with a 2.5-fold (95% CI 1.2–8.2) larger reduction in hemoglobin levels. In the Tanzanian setting where 43% of the population had at least mild anemia (hemoglobin < 11–13 g/dl depending on age and sex) and 2.73% had severe anemia (hemoglobin < 7–8 g/dl depending on age and sex), an additional 3.7% and 6.0% of the population were predicted to develop at least mild anemia and 0.25% and 0.41% to develop severe anemia after 0.25 and 0.4 mg/kg SLD-PQ, respectively. Children < 5 years of age and women ≥ 15 years of age were found to have a higher chance to have low pre-treatment hemoglobin. Conclusions This study supports the feasibility of MDA with SLD-PQ in a sub-Saharan African setting by predicting small and transient reductions in hemoglobin levels. In a setting where a substantial proportion of the population had low hemoglobin concentrations, our simulations suggest treatment with SLD-PQ would result in small increases in the prevalence of anemia which would most likely be transient. Graphical abstract |
topic |
Primaquine Malaria Plasmodium falciparum Mass Drug Administration Modeling G6PD |
url |
https://doi.org/10.1186/s13071-021-05034-4 |
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