A mathematical study of effects of delays arising from the interaction of anti-drug antibody and therapeutic protein in the immune response system

Immunogenicity is the ability of substances to evoke an immune response such as a therapeutic protein drug that is considered as a foreign object in the human body. The rise of the immune response results in the production of Anti-Drug Antibody (ADA) that requires a certain period to be activated si...

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Main Authors: Kasbawati, Mariani, Nur Erawaty, Naimah Aris
Format: Article
Language:English
Published: AIMS Press 2020-09-01
Series:AIMS Mathematics
Subjects:
Online Access:https://www.aimspress.com/article/10.3934/math.2020460/fulltext.html
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spelling doaj-416ab8fba5c94a50ae2c74cfcdbb19d42020-11-25T03:42:49ZengAIMS PressAIMS Mathematics2473-69882020-09-01567191721310.3934/math.2020460A mathematical study of effects of delays arising from the interaction of anti-drug antibody and therapeutic protein in the immune response systemKasbawati0Mariani1Nur Erawaty2Naimah Aris3Applied Mathematics Laboratory, Department of Mathematics, Hasanuddin University, Makassar, IndonesiaApplied Mathematics Laboratory, Department of Mathematics, Hasanuddin University, Makassar, IndonesiaApplied Mathematics Laboratory, Department of Mathematics, Hasanuddin University, Makassar, IndonesiaApplied Mathematics Laboratory, Department of Mathematics, Hasanuddin University, Makassar, IndonesiaImmunogenicity is the ability of substances to evoke an immune response such as a therapeutic protein drug that is considered as a foreign object in the human body. The rise of the immune response results in the production of Anti-Drug Antibody (ADA) that requires a certain period to be activated since it is influenced by the number of injected doses of the drug. The entry of ADA from the depot into the plasma also requires a certain period since the ADA must pass through a series of compartments, hence rises a delay. Both processes are considered as a natural process where the system experiences delay with different delay periods. Immunogenicity on therapeutic protein pharmacokinetics is modelled as a nonlinear delay differential system. From the formulated model, one positive equilibrium solution is obtained under some conditions. Qualitative analysis gives a pair of critical delays in terms of a time delay of the accumulation of protein drug injection and a time required by the ADA to enter the plasma and binding the drug in the plasma. Numerical simulations show that the critical delays result in the appearance of oscillatory behavior in the system. For the system to remain stable, the entering process of ADA into the plasma is delayed in accordance with the obtained critical delay. It is intended such that the injected therapeutic protein drugs provide an optimal effect.https://www.aimspress.com/article/10.3934/math.2020460/fulltext.htmlimmunogenicityanti-drug antibodytherapeutic proteindelay differential equationsstabilityhopf bifurcation
collection DOAJ
language English
format Article
sources DOAJ
author Kasbawati
Mariani
Nur Erawaty
Naimah Aris
spellingShingle Kasbawati
Mariani
Nur Erawaty
Naimah Aris
A mathematical study of effects of delays arising from the interaction of anti-drug antibody and therapeutic protein in the immune response system
AIMS Mathematics
immunogenicity
anti-drug antibody
therapeutic protein
delay differential equations
stability
hopf bifurcation
author_facet Kasbawati
Mariani
Nur Erawaty
Naimah Aris
author_sort Kasbawati
title A mathematical study of effects of delays arising from the interaction of anti-drug antibody and therapeutic protein in the immune response system
title_short A mathematical study of effects of delays arising from the interaction of anti-drug antibody and therapeutic protein in the immune response system
title_full A mathematical study of effects of delays arising from the interaction of anti-drug antibody and therapeutic protein in the immune response system
title_fullStr A mathematical study of effects of delays arising from the interaction of anti-drug antibody and therapeutic protein in the immune response system
title_full_unstemmed A mathematical study of effects of delays arising from the interaction of anti-drug antibody and therapeutic protein in the immune response system
title_sort mathematical study of effects of delays arising from the interaction of anti-drug antibody and therapeutic protein in the immune response system
publisher AIMS Press
series AIMS Mathematics
issn 2473-6988
publishDate 2020-09-01
description Immunogenicity is the ability of substances to evoke an immune response such as a therapeutic protein drug that is considered as a foreign object in the human body. The rise of the immune response results in the production of Anti-Drug Antibody (ADA) that requires a certain period to be activated since it is influenced by the number of injected doses of the drug. The entry of ADA from the depot into the plasma also requires a certain period since the ADA must pass through a series of compartments, hence rises a delay. Both processes are considered as a natural process where the system experiences delay with different delay periods. Immunogenicity on therapeutic protein pharmacokinetics is modelled as a nonlinear delay differential system. From the formulated model, one positive equilibrium solution is obtained under some conditions. Qualitative analysis gives a pair of critical delays in terms of a time delay of the accumulation of protein drug injection and a time required by the ADA to enter the plasma and binding the drug in the plasma. Numerical simulations show that the critical delays result in the appearance of oscillatory behavior in the system. For the system to remain stable, the entering process of ADA into the plasma is delayed in accordance with the obtained critical delay. It is intended such that the injected therapeutic protein drugs provide an optimal effect.
topic immunogenicity
anti-drug antibody
therapeutic protein
delay differential equations
stability
hopf bifurcation
url https://www.aimspress.com/article/10.3934/math.2020460/fulltext.html
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