Mathematical and Computer Modelling 49 (2009) 1148–1155
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Mathematical and Computer Modelling
journal homepage: www.elsevier.com/locate/mcm
A with-in host Dengue infection model with immune response
Nuning Nuraini
∗
, Hengki Tasman
1
, Edy Soewono, Kuntjoro Adji Sidarto
Industrial and Financial Mathematics Group, Faculty of Mathematics and Natural Sciences, Institut Teknologi Bandung, Bandung 40132, Indonesia
article info
Article history:
Received 1 March 2008
Received in revised form 23 April 2008
Accepted 26 June 2008
Keywords:
With-in host model
Dengue viral infection
Basic reproduction ratio
Bifurcation diagram
abstract
A model of viral infection of monocytes population by Dengue virus is formulated here. The
model can capture phenomena that dengue virus is quickly cleared in approximately 7 days
after the onset of the symptoms. The model takes into account the immune response. It is
shown that the quantity of free virus is decreasing when the viral invasion rate is increasing.
The basic reproduction ratio of model without immune response is reduced significantly by
adding the immune response. Numerical simulations indicate that the growth of immune
response and the invasion rate are very crucial in identification of the intensity of infection.
© 2008 Elsevier Ltd. All rights reserved.
1. Introduction
Dengue is an infectious mosquito-borne viral disease. It is estimated that about 50 million infections occur annually in
over 100 countries [21]. There is no specific treatment for curing dengue patients. Hospital treatment in general is given
as supportive care which includes bed rest, antipyretics, and analgesics. Most dengue infections are asymptomatic. Few of
them suffer dengue fever and dengue haemorrhagic fever, which may end up in fatality.
Dengue virus is one of the most difficult arboviruses to isolate. There are four serotypes of the dengue virus, those are
Den-1, Den-2, Den-3, Den-4, and each of the serotype has numerous virus strains. Infection with one dengue serotype may
provide lifelong immunity to that serotype, but there is no cross-protective immunity to other serotypes [11]. Identification
of the primary target cells of dengue virus replication in infected human body has proven to be extremely difficult. It is
generally believed that the target cells of dengue virus are monocytes or its differentiated cells the macrophages [12].
The incubation period of the disease in an infected host is 3–14 days (average 4–7 days). At the end of the incubation
period, the patient may experience a sudden onset of fever. Viraemia is the presence of virus in the blood stream. It is
detected using the mosquito inoculation technique. Detectable viraemia is assumed to start on the second or the third day
before the onset of symptoms and ends on the last day of illness. It usually peaks at the time of or shortly after the onset of
illness [10,11,17]. Susceptible mosquitoes can be infected when they bite Dengue infected hosts during the febrile viremic
stage.
It is usually believed that dengue virus is quickly cleared in human body within approximately 7 days after the day of
sudden onset of fever [22,17]. Naturally, this clearing process is done by the immune system which is a result of complex
dynamic reactions. In this paper we try to understand the process using a mathematical model.
Generally, there are two modeling approaches on mathematical epidemiology, the homogeneous and the heterogeneous
approaches. In the homogeneous approach we usually use coupled ordinary differential equations which average the
heterogeneous aspects, such as spatial aspects and age-structure. The heterogeneous models can give a deeper description
on the spread of infectious diseases relatively with respect to homogeneous models [2,5].
∗
Corresponding author.
E-mail address: nuning@math.itb.ac.id (N. Nuraini).
1
Origin institution: Department of Mathematics, Faculty of Mathematics and Natural Sciences, Universitas Indonesia, Depok 16424, Indonesia.
0895-7177/$ – see front matter © 2008 Elsevier Ltd. All rights reserved.
doi:10.1016/j.mcm.2008.06.016