Criteria for Hyperinflammation Developing in COVID-19: Analysis of 2 Cohorts From Different Periods of the Pandemic
Mar 1, 2023·,,,,,,,,,,,,
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Shirkhan Amikishiyev
M Guven Gunver
Murat Bektas
Sarvan Aghamuradov
Burak Ince
Nevzat Koca
Ege Sinan Torun
Numune Aliyeva
Selma Sari
Cigdem Cetin
Banu C Yalcin-Dulundu
Rabia Deniz
Fatih Kemik
Besim Fazil Agargun
Ubeyde Ayse Gulseren
Beliz Besisik
Onur Alkan
Ceren Bagriacik
Yavuz B Tor
Naci Senkal
Yunus Catma
Gorkem Durak
Sevim Mese
Ali Agacfidan
Murat Kose
Mustafa Erelel
A Atahan Cagatay
Serap Simsek-Yavuz
Sevgi Kalayoglu-Besisik
Figen Esen
Ahmet Gül
Abstract
Hyperinflammation (HI) that develops in week 2 of COVID-19 contributes to a worse outcome. Because week 2 laboratory findings can be relatively mild, the available criteria for classification of hemophagocytic lymphohistiocytosis or macrophage activation syndrome are not helpful. Our study included a discovery cohort of patients from Turkey with symptomatic COVID-19 who were followed up while hospitalized during the initial wave and a replication cohort of hospitalized patients from a later period, all of whom required oxygen support and received glucocorticoids. Diagnosis of HI was made by an expert panel; most patients with COVID-19-associated HI (HIC) received tocilizumab or anakinra. Clinical and laboratory data from start day of treatment with tocilizumab or anakinra in HIC patients were compared with the data from day 5-6 in patients without HIC. Values maximizing the sensitivity and specificity of each parameter were calculated to determine criteria items. The discovery cohort included 685 patients, and the replication cohort included 156 patients, with 150 and 61 patients receiving treatment for HI, respectively. Mortality rate in HI patients in the discovery cohort (23.3%) was higher than the rate in patients without HI (3.7%) and the rate in patients in the overall replication cohort (10.3%). The 12-item criteria that we developed for HIC showed that a score of 35 provided 85.3% sensitivity and 81.7% specificity for identification of HIC. In the replication cohort, the same criteria resulted in 90.0% sensitivity for HIC; however, lower specificity values were observed because of the inclusion of milder cases of HIC responding only to glucocorticoids. The use of the 12-item criteria for HIC can better define patients with HIC with reasonable sensitivity and specificity and enables an earlier treatment start.
Type
Publication
Arthritis & Rheumatology

Authors
Gastroenterology Fellow
Gastroenterology and hepatology fellow at Istanbul University, Istanbul Faculty of Medicine.
My clinical work centres on inflammatory bowel disease and diagnostic and therapeutic endoscopy;
my research combines real-world cohorts with natural-language processing and AI-assisted analytics —
including an NLP programme over more than 11,000 colonoscopy reports and the ELASTIBD transient
elastography study of liver fibrosis and steatosis in IBD. I am also a PhD candidate in clinical trials.