Literature DB >> 33767693

Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock.

Rainer König1,2, Amol Kolte1,2, Olaf Ahlers3, Marcus Oswald1,2, Veiko Krauss1,2, Daniela Roell1,2, Oliver Sommerfeld1, George Dimopoulos4, Iraklis Tsangaris4, Eleni Antoniadou5, Neeraja Jaishankar1, Holger Bogatsch6, Markus Löffler7, Markus Rödel1, Marina Garcia-Moreno8, Lorena Tuchscherr8, Charles L Sprung9, Mervyn Singer10, Frank Brunkhorst1, Michael Oppert11, Herwig Gerlach12, Ralf A Claus13, Sina M Coldewey1,13,14, Josef Briegel15, Evangelos J Giamarellos-Bourboulis1,16, Didier Keh3, Michael Bauer1,13.   

Abstract

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.
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.

Entities:  

Keywords:  IFNgamma/IL10; hydrocortisone; immune therapy; machine learning; sepsis; steroids; theranostics

Year:  2021        PMID: 33767693      PMCID: PMC7985546          DOI: 10.3389/fimmu.2021.607217

Source DB:  PubMed          Journal:  Front Immunol        ISSN: 1664-3224            Impact factor:   7.561


  39 in total

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  4 in total

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