A model for malaria treatment evaluation in the presence of multiple species

Elsevier

Available online 18 May 2023, 100687

EpidemicsAuthor links open overlay panel, , , , , , , , , , Highlights•

We present a mathematical model of Plasmodium falciparum and P. vivax for evaluating interactions between species and malaria control strategies in co-endemic settings.

We show the utility of this malaria model via a scenario analysis with diferent levels of radical cure treatment and blood-stage treatment.

Simulations show how a unifed strategy of treating patients with radical cure for P. falciparum or P. vivax can efectively reduce disease prevalence.

Abstract

Plasmodium falciparum and P. vivax are the two most common causes of malaria. While the majority of deaths and severe morbidity are due to P. falciparum, P. vivax poses a greater challenge to eliminating malaria outside of Africa due to its ability to form latent liver stage parasites (hypnozoites), which can cause relapsing episodes within an individual patient. In areas where P. falciparum and P. vivax are co-endemic, individuals can carry parasites of both species simultaneously. These mixed infections complicate dynamics in several ways: treatment of mixed infections will simultaneously affect both species, P. falciparum can mask the detection of P. vivax, and it has been hypothesised that clearing P. falciparum may trigger a relapse of dormant P. vivax. When mixed infections are treated for only blood-stage parasites, patients are at risk of relapse infections due to P. vivax hypnozoites.

We present a stochastic mathematical model that captures interactions between P. falciparum and P. vivax, and incorporates both standard schizonticidal treatment (which targets blood-stage parasites) and radical cure treatment (which additionally targets liver-stage parasites). We apply this model via a hypothetical simulation study to assess the implications of different treatment coverages of radical cure for mixed and P. vivax infections and a “unified radical cure” treatment strategy where P. falciparum, P. vivax and mixed infections all receive radical cure after screening glucose-6-phosphate dehydrogenase (G6PD) normal. In addition, we investigated the impact of Mass Drug Administration (MDA) of blood-stage treatment. We find that a unified radical cure strategy leads to a substantially lower incidence of malaria cases and deaths overall. MDA with schizonticidal treatment was found to decrease P. falciparum with little effect on P. vivax. We perform a univariate sensitivity analysis to highlight important model parameters.

Keywords

Malaria

Unified treatment

Plasmodium falciparum

Plasmodium vivax

Stochastic modelling

© 2023 Published by Elsevier B.V.

留言 (0)

沒有登入
gif