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2015 | OriginalPaper | Buchkapitel

Immune Response Enhancement Strategy via Hybrid Control Perspective

verfasst von : Hyuk-Jun Chang, Alessandro Astolfi

Erschienen in: Hybrid Systems Biology

Verlag: Springer International Publishing

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Abstract

We investigate a control method for disease dynamics, such as HIV and malaria, to boost the immune response using a model-based approach. In particular we apply the control method to select the appropriate immune response between Th1 and Th2 responses. The idea of state jump is introduced and discussed based on hybrid control systems. To implement the control idea we propose physically available methods for each biological system. The studies on malaria model and HIV model are supported by experimental data.

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Fußnoten
1
This mechanism is also used for the treatment of chronic myeloid leukaemia (CML) in [6].
 
2
Human malaria is caused by four species of Plasmodium: P. falciparum, P. malariae, P. ovale, and P. vivax [22]. Model 1-5 includes the dynamics between P. vivax, P. falciparum and the immune system.
 
3
The model parameters are based on clinical data, so the state variables in this section represent actual data.
 
4
Besides immunotherapy, bee venom are currently used in clinical cases. Experimental results of [20] are one example.
 
5
Th stands for T-helper. Th1 and Th2 are two types of T-helper cells.
 
6
Immune response to intracellular pathogens tends to induce Th1 dominance and resultant cellular cytolytic activity, although immune response to extracellular infection is often dominated by Th2 response, which lead to high levels of pathogen-specific immunoglobulins [2].
 
7
The reason why the switch Th1-Th2 is guaranteed but the switch Th2-Th1 is not with the current parameters will be discussed in Sect. 5.
 
8
The model parameters are normalised, so the state variables in this section do not represent actual data.
 
9
In [5, 7, 33] control of the drug dose is exploited so that the inequality is achieved.
 
10
Alternatively impulsive input can be modeled by a Dirac delta function as in [28].
 
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Metadaten
Titel
Immune Response Enhancement Strategy via Hybrid Control Perspective
verfasst von
Hyuk-Jun Chang
Alessandro Astolfi
Copyright-Jahr
2015
DOI
https://doi.org/10.1007/978-3-319-27656-4_1