Cargando…

An Adaptive Control Scheme for Interleukin-2 Therapy

Regulatory T cells (Treg) are suppressor cells that control self-reactive and excessive effector conventional T helper cell (Tconv) responses. Breakdown of the balance between Tregs and Tconvs is a hallmark of autoimmune and inflammatory diseases. Interleukin-2 (IL-2) is a growth factor for both pop...

Descripción completa

Detalles Bibliográficos
Autores principales: Khailaie, Sahamoddin, Montaseri, Ghazal, Meyer-Hermann, Michael
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7588844/
https://www.ncbi.nlm.nih.gov/pubmed/33134893
http://dx.doi.org/10.1016/j.isci.2020.101663
_version_ 1783600446453055488
author Khailaie, Sahamoddin
Montaseri, Ghazal
Meyer-Hermann, Michael
author_facet Khailaie, Sahamoddin
Montaseri, Ghazal
Meyer-Hermann, Michael
author_sort Khailaie, Sahamoddin
collection PubMed
description Regulatory T cells (Treg) are suppressor cells that control self-reactive and excessive effector conventional T helper cell (Tconv) responses. Breakdown of the balance between Tregs and Tconvs is a hallmark of autoimmune and inflammatory diseases. Interleukin-2 (IL-2) is a growth factor for both populations and subtle leverage to restore the healthy immune balance in IL-2 therapy. By using a mechanistic mathematical model, we introduced an adaptive control strategy to design the minimal therapeutic IL-2 dosage required to increase and stabilize Treg population and restrict inflammatory response. This adaptive protocol allows for dose adjustments based on the feedback of the immune kinetics of the patient. Our simulation results showed that a minimal Treg population was required to restrict the transient side effect of IL-2 injections on the effector Tconv response. In silico results suggested that a combination of IL-2 and adoptive Treg transfer therapies can limit this side effect.
format Online
Article
Text
id pubmed-7588844
institution National Center for Biotechnology Information
language English
publishDate 2020
publisher Elsevier
record_format MEDLINE/PubMed
spelling pubmed-75888442020-10-30 An Adaptive Control Scheme for Interleukin-2 Therapy Khailaie, Sahamoddin Montaseri, Ghazal Meyer-Hermann, Michael iScience Article Regulatory T cells (Treg) are suppressor cells that control self-reactive and excessive effector conventional T helper cell (Tconv) responses. Breakdown of the balance between Tregs and Tconvs is a hallmark of autoimmune and inflammatory diseases. Interleukin-2 (IL-2) is a growth factor for both populations and subtle leverage to restore the healthy immune balance in IL-2 therapy. By using a mechanistic mathematical model, we introduced an adaptive control strategy to design the minimal therapeutic IL-2 dosage required to increase and stabilize Treg population and restrict inflammatory response. This adaptive protocol allows for dose adjustments based on the feedback of the immune kinetics of the patient. Our simulation results showed that a minimal Treg population was required to restrict the transient side effect of IL-2 injections on the effector Tconv response. In silico results suggested that a combination of IL-2 and adoptive Treg transfer therapies can limit this side effect. Elsevier 2020-10-12 /pmc/articles/PMC7588844/ /pubmed/33134893 http://dx.doi.org/10.1016/j.isci.2020.101663 Text en © 2020 The Author(s) http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Khailaie, Sahamoddin
Montaseri, Ghazal
Meyer-Hermann, Michael
An Adaptive Control Scheme for Interleukin-2 Therapy
title An Adaptive Control Scheme for Interleukin-2 Therapy
title_full An Adaptive Control Scheme for Interleukin-2 Therapy
title_fullStr An Adaptive Control Scheme for Interleukin-2 Therapy
title_full_unstemmed An Adaptive Control Scheme for Interleukin-2 Therapy
title_short An Adaptive Control Scheme for Interleukin-2 Therapy
title_sort adaptive control scheme for interleukin-2 therapy
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7588844/
https://www.ncbi.nlm.nih.gov/pubmed/33134893
http://dx.doi.org/10.1016/j.isci.2020.101663
work_keys_str_mv AT khailaiesahamoddin anadaptivecontrolschemeforinterleukin2therapy
AT montaserighazal anadaptivecontrolschemeforinterleukin2therapy
AT meyerhermannmichael anadaptivecontrolschemeforinterleukin2therapy
AT khailaiesahamoddin adaptivecontrolschemeforinterleukin2therapy
AT montaserighazal adaptivecontrolschemeforinterleukin2therapy
AT meyerhermannmichael adaptivecontrolschemeforinterleukin2therapy