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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Main Authors: Titus Okello Orwa, Rachel Waema Mbogo, Livingstone Serwadda Luboobi
Format: Article
Language:English
Published: Hindawi Limited 2018-01-01
Series:International Journal of Mathematics and Mathematical Sciences
Online Access:http://dx.doi.org/10.1155/2018/7019868
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spelling 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
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