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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...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2020
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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 |
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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 |
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