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...

Full description

Bibliographic Details
Main Authors: 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
Format: Article
Language:English
Published: BMC 2021-10-01
Series:Parasites & Vectors
Subjects:
Online Access:https://doi.org/10.1186/s13071-021-05034-4
id doaj-9c5e3fda42714e078e801a7a655b2d1b
record_format Article
spelling 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
work_keys_str_mv AT stijnwvanbeek modelbasedassessmentofthesafetyofcommunityinterventionswithprimaquineinsubsaharanafrica
AT elinmsvensson modelbasedassessmentofthesafetyofcommunityinterventionswithprimaquineinsubsaharanafrica
AT alfredbtiono modelbasedassessmentofthesafetyofcommunityinterventionswithprimaquineinsubsaharanafrica
AT josephokebe modelbasedassessmentofthesafetyofcommunityinterventionswithprimaquineinsubsaharanafrica
AT umbertodalessandro modelbasedassessmentofthesafetyofcommunityinterventionswithprimaquineinsubsaharanafrica
AT bronnerpgoncalves modelbasedassessmentofthesafetyofcommunityinterventionswithprimaquineinsubsaharanafrica
AT teunbousema modelbasedassessmentofthesafetyofcommunityinterventionswithprimaquineinsubsaharanafrica
AT chrisdrakeley modelbasedassessmentofthesafetyofcommunityinterventionswithprimaquineinsubsaharanafrica
AT robterheine modelbasedassessmentofthesafetyofcommunityinterventionswithprimaquineinsubsaharanafrica
_version_ 1716829690170179584