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 TITLE=Use of IFNγ/IL10 Ratio for Stratification of Hydrocortisone Therapy in Patients With Septic Shock JOURNAL=Frontiers in Immunology VOLUME=12 YEAR=2021 URL=https://www.frontiersin.org/journals/immunology/articles/10.3389/fimmu.2021.607217 DOI=10.3389/fimmu.2021.607217 ISSN=1664-3224 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) (