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Optimisation of anti-interleukin-6 therapy: Precision medicine through mathematical modelling
BACKGROUND: Dysregulated interleukin (IL)-6 production can be characterised by the levels present, the kinetics of its rise and its inappropriate location. Rapid, excessive IL-6 production can exacerbate tissue damage in vital organs. In this situation, therapy with an anti-IL-6 or anti-IL-6 recepto...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345304/ https://www.ncbi.nlm.nih.gov/pubmed/35928820 http://dx.doi.org/10.3389/fimmu.2022.919489 |
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author | Rossi, Jean-François Chiang, Hao-Chun Lu, Zhao-Yang Levon, Kalle van Rhee, Frits Kanhai, Karan Fajgenbaum, David C. Klein, Bernard |
author_facet | Rossi, Jean-François Chiang, Hao-Chun Lu, Zhao-Yang Levon, Kalle van Rhee, Frits Kanhai, Karan Fajgenbaum, David C. Klein, Bernard |
author_sort | Rossi, Jean-François |
collection | PubMed |
description | BACKGROUND: Dysregulated interleukin (IL)-6 production can be characterised by the levels present, the kinetics of its rise and its inappropriate location. Rapid, excessive IL-6 production can exacerbate tissue damage in vital organs. In this situation, therapy with an anti-IL-6 or anti-IL-6 receptor (IL-6R) monoclonal antibody, if inappropriately dosed, may be insufficient to fully block IL-6 signalling and normalise the immune response. METHODS: We analysed inhibition of C-reactive protein (CRP) – a biomarker for IL-6 activity – in patients with COVID-19 or idiopathic multicentric Castleman disease (iMCD) treated with tocilizumab (anti-IL-6R) or siltuximab (anti-IL-6), respectively. We used mathematical modelling to analyse how to optimise anti-IL-6 or anti-IL-6R blockade for the high levels of IL-6 observed in these diseases. RESULTS: IL-6 signalling was insufficiently inhibited in patients with COVID-19 or iMCD treated with standard doses of anti-IL-6 therapy. Patients whose disease worsened throughout therapy had only partial inhibition of CRP production. Our model demonstrated that, in a scenario representative of iMCD with persistent high IL-6 production not controlled by a single dose of anti-IL-6 therapy, repeated administration more effectively inhibited IL-6 activity. In a situation with rapid, high, dysregulated IL-6 production, such as severe COVID-19 or a cytokine storm, repeated daily administration of an anti-IL-6/anti-IL-6R agent, or alternating daily doses of anti-IL-6 and anti-IL-6R therapies, could neutralise IL-6 activity. CONCLUSION: In clinical practice, IL-6 inhibition should be individualised based on pathophysiology to achieve full blockade of CRP production. FUNDING: EUSA Pharma funded medical writing assistance and provided access to the phase II clinical data of siltuximab for analysis. |
format | Online Article Text |
id | pubmed-9345304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-93453042022-08-03 Optimisation of anti-interleukin-6 therapy: Precision medicine through mathematical modelling Rossi, Jean-François Chiang, Hao-Chun Lu, Zhao-Yang Levon, Kalle van Rhee, Frits Kanhai, Karan Fajgenbaum, David C. Klein, Bernard Front Immunol Immunology BACKGROUND: Dysregulated interleukin (IL)-6 production can be characterised by the levels present, the kinetics of its rise and its inappropriate location. Rapid, excessive IL-6 production can exacerbate tissue damage in vital organs. In this situation, therapy with an anti-IL-6 or anti-IL-6 receptor (IL-6R) monoclonal antibody, if inappropriately dosed, may be insufficient to fully block IL-6 signalling and normalise the immune response. METHODS: We analysed inhibition of C-reactive protein (CRP) – a biomarker for IL-6 activity – in patients with COVID-19 or idiopathic multicentric Castleman disease (iMCD) treated with tocilizumab (anti-IL-6R) or siltuximab (anti-IL-6), respectively. We used mathematical modelling to analyse how to optimise anti-IL-6 or anti-IL-6R blockade for the high levels of IL-6 observed in these diseases. RESULTS: IL-6 signalling was insufficiently inhibited in patients with COVID-19 or iMCD treated with standard doses of anti-IL-6 therapy. Patients whose disease worsened throughout therapy had only partial inhibition of CRP production. Our model demonstrated that, in a scenario representative of iMCD with persistent high IL-6 production not controlled by a single dose of anti-IL-6 therapy, repeated administration more effectively inhibited IL-6 activity. In a situation with rapid, high, dysregulated IL-6 production, such as severe COVID-19 or a cytokine storm, repeated daily administration of an anti-IL-6/anti-IL-6R agent, or alternating daily doses of anti-IL-6 and anti-IL-6R therapies, could neutralise IL-6 activity. CONCLUSION: In clinical practice, IL-6 inhibition should be individualised based on pathophysiology to achieve full blockade of CRP production. FUNDING: EUSA Pharma funded medical writing assistance and provided access to the phase II clinical data of siltuximab for analysis. Frontiers Media S.A. 2022-07-19 /pmc/articles/PMC9345304/ /pubmed/35928820 http://dx.doi.org/10.3389/fimmu.2022.919489 Text en Copyright © 2022 Rossi, Chiang, Lu, Levon, van Rhee, Kanhai, Fajgenbaum and Klein https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Rossi, Jean-François Chiang, Hao-Chun Lu, Zhao-Yang Levon, Kalle van Rhee, Frits Kanhai, Karan Fajgenbaum, David C. Klein, Bernard Optimisation of anti-interleukin-6 therapy: Precision medicine through mathematical modelling |
title | Optimisation of anti-interleukin-6 therapy: Precision medicine through mathematical modelling |
title_full | Optimisation of anti-interleukin-6 therapy: Precision medicine through mathematical modelling |
title_fullStr | Optimisation of anti-interleukin-6 therapy: Precision medicine through mathematical modelling |
title_full_unstemmed | Optimisation of anti-interleukin-6 therapy: Precision medicine through mathematical modelling |
title_short | Optimisation of anti-interleukin-6 therapy: Precision medicine through mathematical modelling |
title_sort | optimisation of anti-interleukin-6 therapy: precision medicine through mathematical modelling |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9345304/ https://www.ncbi.nlm.nih.gov/pubmed/35928820 http://dx.doi.org/10.3389/fimmu.2022.919489 |
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