Mathematical Model for Hepatocytic-Erythrocytic Dynamics of Malaria
Human malaria remains a major killer disease worldwide, with nearly half (3.2 billion) of the world’s population at risk of malaria infection. The infectious protozoan disease is endemic in tropical and subtropical regions, with an estimated 212 million new cases and 429,000 malaria-related deaths i...
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doaj-359fadec27ed4a3da62a66db8e9d10af2020-11-24T21:21:44ZengHindawi LimitedInternational Journal of Mathematics and Mathematical Sciences0161-17121687-04252018-01-01201810.1155/2018/70198687019868Mathematical Model for Hepatocytic-Erythrocytic Dynamics of MalariaTitus Okello Orwa0Rachel Waema Mbogo1Livingstone Serwadda Luboobi2Institute of Mathematical Sciences, Strathmore University, P.O. Box 59857-00200, Nairobi, KenyaInstitute of Mathematical Sciences, Strathmore University, P.O. Box 59857-00200, Nairobi, KenyaInstitute of Mathematical Sciences, Strathmore University, P.O. Box 59857-00200, Nairobi, KenyaHuman malaria remains a major killer disease worldwide, with nearly half (3.2 billion) of the world’s population at risk of malaria infection. The infectious protozoan disease is endemic in tropical and subtropical regions, with an estimated 212 million new cases and 429,000 malaria-related deaths in 2015. An in-host mathematical model of Plasmodium falciparum malaria that describes the dynamics and interactions of malaria parasites with the host’s liver cells (hepatocytic stage), the red blood cells (erythrocytic stage), and macrophages is reformulated. By a theoretical analysis, an in-host basic reproduction number R0 is derived. The disease-free equilibrium is shown to be locally and globally asymptotically stable. Sensitivity analysis reveals that the erythrocyte invasion rate βr, the average number of merozoites released per bursting infected erythrocyte K, and the proportion of merozoites that cause secondary invasions at the blood phase ζ are the most influential parameters in determining the malaria infection outcomes. Numerical results show that macrophages have a considerable impact in clearing infected red blood cells through phagocytosis. Moreover, the density of infected erythrocytes and hence the severity of malaria are shown to increase with increasing density of merozoites in the blood. Concurrent use of antimalarial drugs and a potential erythrocyte invasion-avoidance vaccine would minimize the density of infected erythrocytes and hence malaria disease severity.http://dx.doi.org/10.1155/2018/7019868 |
collection |
DOAJ |
language |
English |
format |
Article |
sources |
DOAJ |
author |
Titus Okello Orwa Rachel Waema Mbogo Livingstone Serwadda Luboobi |
spellingShingle |
Titus Okello Orwa Rachel Waema Mbogo Livingstone Serwadda Luboobi Mathematical Model for Hepatocytic-Erythrocytic Dynamics of Malaria International Journal of Mathematics and Mathematical Sciences |
author_facet |
Titus Okello Orwa Rachel Waema Mbogo Livingstone Serwadda Luboobi |
author_sort |
Titus Okello Orwa |
title |
Mathematical Model for Hepatocytic-Erythrocytic Dynamics of Malaria |
title_short |
Mathematical Model for Hepatocytic-Erythrocytic Dynamics of Malaria |
title_full |
Mathematical Model for Hepatocytic-Erythrocytic Dynamics of Malaria |
title_fullStr |
Mathematical Model for Hepatocytic-Erythrocytic Dynamics of Malaria |
title_full_unstemmed |
Mathematical Model for Hepatocytic-Erythrocytic Dynamics of Malaria |
title_sort |
mathematical model for hepatocytic-erythrocytic dynamics of malaria |
publisher |
Hindawi Limited |
series |
International Journal of Mathematics and Mathematical Sciences |
issn |
0161-1712 1687-0425 |
publishDate |
2018-01-01 |
description |
Human malaria remains a major killer disease worldwide, with nearly half (3.2 billion) of the world’s population at risk of malaria infection. The infectious protozoan disease is endemic in tropical and subtropical regions, with an estimated 212 million new cases and 429,000 malaria-related deaths in 2015. An in-host mathematical model of Plasmodium falciparum malaria that describes the dynamics and interactions of malaria parasites with the host’s liver cells (hepatocytic stage), the red blood cells (erythrocytic stage), and macrophages is reformulated. By a theoretical analysis, an in-host basic reproduction number R0 is derived. The disease-free equilibrium is shown to be locally and globally asymptotically stable. Sensitivity analysis reveals that the erythrocyte invasion rate βr, the average number of merozoites released per bursting infected erythrocyte K, and the proportion of merozoites that cause secondary invasions at the blood phase ζ are the most influential parameters in determining the malaria infection outcomes. Numerical results show that macrophages have a considerable impact in clearing infected red blood cells through phagocytosis. Moreover, the density of infected erythrocytes and hence the severity of malaria are shown to increase with increasing density of merozoites in the blood. Concurrent use of antimalarial drugs and a potential erythrocyte invasion-avoidance vaccine would minimize the density of infected erythrocytes and hence malaria disease severity. |
url |
http://dx.doi.org/10.1155/2018/7019868 |
work_keys_str_mv |
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