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Optimal control analysis of hepatocytic-erythrocytic dynamics of Plasmodium falciparum malaria
This paper presents an in-host malaria model subject to anti-malarial drug treatment and malaria vaccine antigens combinations. Pontryagin's Maximum Principle is applied to establish optimal control strategies against infected erythrocytes, infected hepatocytes and malaria parasites. Results fr...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
KeAi Publishing
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8686038/ https://www.ncbi.nlm.nih.gov/pubmed/34977436 http://dx.doi.org/10.1016/j.idm.2021.11.006 |
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author | Orwa, Titus Okello Mbogo, Rachel Waema Luboobi, Livingstone Serwadda |
author_facet | Orwa, Titus Okello Mbogo, Rachel Waema Luboobi, Livingstone Serwadda |
author_sort | Orwa, Titus Okello |
collection | PubMed |
description | This paper presents an in-host malaria model subject to anti-malarial drug treatment and malaria vaccine antigens combinations. Pontryagin's Maximum Principle is applied to establish optimal control strategies against infected erythrocytes, infected hepatocytes and malaria parasites. Results from numerical simulation reveal that a combination of pre-erythrocytic vaccine antigen, blood schizontocide and gametocytocide drugs would offer the best strategy to eradicate clinical P. falciparum malaria. Sensitivity analysis, further reveal that the efficacy of blood schizontocides and blood stage vaccines are crucial in the control of clinical malaria infection. Futhermore, we found that an effective blood schizontocide should be used alongside efficacious blood stage vaccine for rapid eradication of infective malaria parasites. The authors hope that the results of this study will help accelerate malaria elimination efforts by combining malaria vaccines and anti-malarial drugs against the deadly P. falciparum malaria. |
format | Online Article Text |
id | pubmed-8686038 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | KeAi Publishing |
record_format | MEDLINE/PubMed |
spelling | pubmed-86860382021-12-30 Optimal control analysis of hepatocytic-erythrocytic dynamics of Plasmodium falciparum malaria Orwa, Titus Okello Mbogo, Rachel Waema Luboobi, Livingstone Serwadda Infect Dis Model Original Research Article This paper presents an in-host malaria model subject to anti-malarial drug treatment and malaria vaccine antigens combinations. Pontryagin's Maximum Principle is applied to establish optimal control strategies against infected erythrocytes, infected hepatocytes and malaria parasites. Results from numerical simulation reveal that a combination of pre-erythrocytic vaccine antigen, blood schizontocide and gametocytocide drugs would offer the best strategy to eradicate clinical P. falciparum malaria. Sensitivity analysis, further reveal that the efficacy of blood schizontocides and blood stage vaccines are crucial in the control of clinical malaria infection. Futhermore, we found that an effective blood schizontocide should be used alongside efficacious blood stage vaccine for rapid eradication of infective malaria parasites. The authors hope that the results of this study will help accelerate malaria elimination efforts by combining malaria vaccines and anti-malarial drugs against the deadly P. falciparum malaria. KeAi Publishing 2021-12-08 /pmc/articles/PMC8686038/ /pubmed/34977436 http://dx.doi.org/10.1016/j.idm.2021.11.006 Text en © 2021 The Authors 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/). |
spellingShingle | Original Research Article Orwa, Titus Okello Mbogo, Rachel Waema Luboobi, Livingstone Serwadda Optimal control analysis of hepatocytic-erythrocytic dynamics of Plasmodium falciparum malaria |
title | Optimal control analysis of hepatocytic-erythrocytic dynamics of Plasmodium falciparum malaria |
title_full | Optimal control analysis of hepatocytic-erythrocytic dynamics of Plasmodium falciparum malaria |
title_fullStr | Optimal control analysis of hepatocytic-erythrocytic dynamics of Plasmodium falciparum malaria |
title_full_unstemmed | Optimal control analysis of hepatocytic-erythrocytic dynamics of Plasmodium falciparum malaria |
title_short | Optimal control analysis of hepatocytic-erythrocytic dynamics of Plasmodium falciparum malaria |
title_sort | optimal control analysis of hepatocytic-erythrocytic dynamics of plasmodium falciparum malaria |
topic | Original Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8686038/ https://www.ncbi.nlm.nih.gov/pubmed/34977436 http://dx.doi.org/10.1016/j.idm.2021.11.006 |
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