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Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock
Large clinical trials testing hydrocortisone therapy in septic shock have produced conflicting results. Subgroups may benefit of hydrocortisone treatment depending on their individual immune response. We performed an exploratory analysis of the database from the international randomized controlled c...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7985546/ https://www.ncbi.nlm.nih.gov/pubmed/33767693 http://dx.doi.org/10.3389/fimmu.2021.607217 |
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author | König, Rainer Kolte, Amol Ahlers, Olaf Oswald, Marcus Krauss, Veiko Roell, Daniela Sommerfeld, Oliver Dimopoulos, George Tsangaris, Iraklis Antoniadou, Eleni Jaishankar, Neeraja Bogatsch, Holger Löffler, Markus Rödel, Markus Garcia-Moreno, Marina Tuchscherr, Lorena Sprung, Charles L. Singer, Mervyn Brunkhorst, Frank Oppert, Michael Gerlach, Herwig Claus, Ralf A. Coldewey, Sina M. Briegel, Josef Giamarellos-Bourboulis, Evangelos J. Keh, Didier Bauer, Michael |
author_facet | König, Rainer Kolte, Amol Ahlers, Olaf Oswald, Marcus Krauss, Veiko Roell, Daniela Sommerfeld, Oliver Dimopoulos, George Tsangaris, Iraklis Antoniadou, Eleni Jaishankar, Neeraja Bogatsch, Holger Löffler, Markus Rödel, Markus Garcia-Moreno, Marina Tuchscherr, Lorena Sprung, Charles L. Singer, Mervyn Brunkhorst, Frank Oppert, Michael Gerlach, Herwig Claus, Ralf A. Coldewey, Sina M. Briegel, Josef Giamarellos-Bourboulis, Evangelos J. Keh, Didier Bauer, Michael |
author_sort | König, Rainer |
collection | PubMed |
description | Large clinical trials testing hydrocortisone therapy in septic shock have produced conflicting results. Subgroups may benefit of hydrocortisone treatment depending on their individual immune response. We performed an exploratory analysis of the database from the international randomized controlled clinical trial Corticosteroid Therapy of Septic Shock (CORTICUS) employing machine learning to a panel of 137 variables collected from the Berlin subcohort comprising 83 patients including demographic and clinical measures, organ failure scores, leukocyte counts and levels of circulating cytokines. The identified theranostic marker was validated against data from a cohort of the Hellenic Sepsis Study Group (HSSG) (n = 246), patients enrolled in the clinical trial of Sodium Selenite and Procalcitonin Guided Antimicrobial Therapy in Severe Sepsis (SISPCT, n = 118), and another, smaller clinical trial (Crossover study, n = 20). In addition, in vitro blood culture experiments and in vivo experiments in mouse models were performed to assess biological plausibility. A low serum IFNγ/IL10 ratio predicted increased survival in the hydrocortisone group whereas a high ratio predicted better survival in the placebo group. Using this marker for a decision rule, we applied it to three validation sets and observed the same trend. Experimental studies in vitro revealed that IFNγ/IL10 was negatively associated with the load of (heat inactivated) pathogens in spiked human blood and in septic mouse models. Accordingly, an in silico analysis of published IFNγ and IL10 values in bacteremic and non-bacteremic patients with the Systemic Inflammatory Response Syndrome supported this association between the ratio and pathogen burden. We propose IFNγ/IL10 as a molecular marker supporting the decision to administer hydrocortisone to patients in septic shock. Prospective clinical studies are necessary and standard operating procedures need to be implemented, particularly to define a generic threshold. If confirmed, IFNγ/IL10 may become a suitable theranostic marker for an urging clinical need. |
format | Online Article Text |
id | pubmed-7985546 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-79855462021-03-24 Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock König, Rainer Kolte, Amol Ahlers, Olaf Oswald, Marcus Krauss, Veiko Roell, Daniela Sommerfeld, Oliver Dimopoulos, George Tsangaris, Iraklis Antoniadou, Eleni Jaishankar, Neeraja Bogatsch, Holger Löffler, Markus Rödel, Markus Garcia-Moreno, Marina Tuchscherr, Lorena Sprung, Charles L. Singer, Mervyn Brunkhorst, Frank Oppert, Michael Gerlach, Herwig Claus, Ralf A. Coldewey, Sina M. Briegel, Josef Giamarellos-Bourboulis, Evangelos J. Keh, Didier Bauer, Michael Front Immunol Immunology Large clinical trials testing hydrocortisone therapy in septic shock have produced conflicting results. Subgroups may benefit of hydrocortisone treatment depending on their individual immune response. We performed an exploratory analysis of the database from the international randomized controlled clinical trial Corticosteroid Therapy of Septic Shock (CORTICUS) employing machine learning to a panel of 137 variables collected from the Berlin subcohort comprising 83 patients including demographic and clinical measures, organ failure scores, leukocyte counts and levels of circulating cytokines. The identified theranostic marker was validated against data from a cohort of the Hellenic Sepsis Study Group (HSSG) (n = 246), patients enrolled in the clinical trial of Sodium Selenite and Procalcitonin Guided Antimicrobial Therapy in Severe Sepsis (SISPCT, n = 118), and another, smaller clinical trial (Crossover study, n = 20). In addition, in vitro blood culture experiments and in vivo experiments in mouse models were performed to assess biological plausibility. A low serum IFNγ/IL10 ratio predicted increased survival in the hydrocortisone group whereas a high ratio predicted better survival in the placebo group. Using this marker for a decision rule, we applied it to three validation sets and observed the same trend. Experimental studies in vitro revealed that IFNγ/IL10 was negatively associated with the load of (heat inactivated) pathogens in spiked human blood and in septic mouse models. Accordingly, an in silico analysis of published IFNγ and IL10 values in bacteremic and non-bacteremic patients with the Systemic Inflammatory Response Syndrome supported this association between the ratio and pathogen burden. We propose IFNγ/IL10 as a molecular marker supporting the decision to administer hydrocortisone to patients in septic shock. Prospective clinical studies are necessary and standard operating procedures need to be implemented, particularly to define a generic threshold. If confirmed, IFNγ/IL10 may become a suitable theranostic marker for an urging clinical need. Frontiers Media S.A. 2021-03-09 /pmc/articles/PMC7985546/ /pubmed/33767693 http://dx.doi.org/10.3389/fimmu.2021.607217 Text en Copyright © 2021 König, Kolte, Ahlers, Oswald, Krauss, Roell, Sommerfeld, Dimopoulos, Tsangaris, Antoniadou, Jaishankar, Bogatsch, Löffler, Rödel, Garcia-Moreno, Tuchscherr, Sprung, Singer, Brunkhorst, Oppert, Gerlach, Claus, Coldewey, Briegel, Giamarellos-Bourboulis, Keh and Bauer. http://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 König, Rainer Kolte, Amol Ahlers, Olaf Oswald, Marcus Krauss, Veiko Roell, Daniela Sommerfeld, Oliver Dimopoulos, George Tsangaris, Iraklis Antoniadou, Eleni Jaishankar, Neeraja Bogatsch, Holger Löffler, Markus Rödel, Markus Garcia-Moreno, Marina Tuchscherr, Lorena Sprung, Charles L. Singer, Mervyn Brunkhorst, Frank Oppert, Michael Gerlach, Herwig Claus, Ralf A. Coldewey, Sina M. Briegel, Josef Giamarellos-Bourboulis, Evangelos J. Keh, Didier Bauer, Michael Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock |
title | Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock |
title_full | Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock |
title_fullStr | Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock |
title_full_unstemmed | Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock |
title_short | Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock |
title_sort | use of ifnγ/il10 ratio for stratification of hydrocortisone therapy in patients with septic shock |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7985546/ https://www.ncbi.nlm.nih.gov/pubmed/33767693 http://dx.doi.org/10.3389/fimmu.2021.607217 |
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