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

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),...

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Autores principales: Walker, C.R., Hickson, R.I., Chang, E., Ngor, P., Sovannaroth, S., Simpson, J.A., Price, D.J., McCaw, J.M., Price, R.N., Flegg, J.A., Devine, A.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7614843/
https://www.ncbi.nlm.nih.gov/pubmed/37348379
http://dx.doi.org/10.1016/j.epidem.2023.100687
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author Walker, C.R.
Hickson, R.I.
Chang, E.
Ngor, P.
Sovannaroth, S.
Simpson, J.A.
Price, D.J.
McCaw, J.M.
Price, R.N.
Flegg, J.A.
Devine, A.
author_facet Walker, C.R.
Hickson, R.I.
Chang, E.
Ngor, P.
Sovannaroth, S.
Simpson, J.A.
Price, D.J.
McCaw, J.M.
Price, R.N.
Flegg, J.A.
Devine, A.
author_sort Walker, C.R.
collection PubMed
description 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.
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spelling pubmed-76148432023-07-30 A model for malaria treatment evaluation in the presence of multiple species Walker, C.R. Hickson, R.I. Chang, E. Ngor, P. Sovannaroth, S. Simpson, J.A. Price, D.J. McCaw, J.M. Price, R.N. Flegg, J.A. Devine, A. Epidemics Article 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. 2023-05-18 2023-05-18 /pmc/articles/PMC7614843/ /pubmed/37348379 http://dx.doi.org/10.1016/j.epidem.2023.100687 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a BY 4.0 (https://creativecommons.org/licenses/by/4.0/) International license. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) ).
spellingShingle Article
Walker, C.R.
Hickson, R.I.
Chang, E.
Ngor, P.
Sovannaroth, S.
Simpson, J.A.
Price, D.J.
McCaw, J.M.
Price, R.N.
Flegg, J.A.
Devine, A.
A model for malaria treatment evaluation in the presence of multiple species
title A model for malaria treatment evaluation in the presence of multiple species
title_full A model for malaria treatment evaluation in the presence of multiple species
title_fullStr A model for malaria treatment evaluation in the presence of multiple species
title_full_unstemmed A model for malaria treatment evaluation in the presence of multiple species
title_short A model for malaria treatment evaluation in the presence of multiple species
title_sort model for malaria treatment evaluation in the presence of multiple species
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7614843/
https://www.ncbi.nlm.nih.gov/pubmed/37348379
http://dx.doi.org/10.1016/j.epidem.2023.100687
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