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Prediction of Hyperinflammatory Phenotypes in Critically Ill Patients via Routine Clinical Data and IL-6: Towards
Charlotte Linz1,2, Alexander Shimabukuro-Vornhagen1,2, Nina Hesse1,2
1Department I of Internal Medicine, Faculty of Medicine and University Hospital Cologne, University of Cologne, 50937 Cologne, Germany.
Interleukin-6 (IL-6) is elevated in critical illnesses like sepsis. High IL-6 levels, particularly with neutropenia, indicate severe inflammation and altered patient outcomes, suggesting targeted therapies.
Area of Science:
- Critical care medicine
- Immunology
- Translational research
Background:
- Interleukin-6 (IL-6) is a key mediator of systemic inflammation, frequently elevated in critical illnesses such as sepsis and ARDS.
- Varied patient responses to immunomodulatory treatments necessitate a deeper understanding of IL-6 regulation and clinical significance.
Purpose of the Study:
- To investigate the determinants of IL-6 regulation in critically ill patients.
- To identify clinical and inflammatory phenotypes associated with IL-6 levels and mortality.
- To explore the prognostic value of IL-6 in intensive care unit (ICU) settings.
Main Methods:
- Retrospective analysis of ICU patients with comprehensive clinical and laboratory data, including plasma IL-6.
- IL-6 quantification via electrochemiluminescence immunoassay.
- Statistical analyses including survival analysis, Lasso regression, Bayesian logistic regression, and latent class analysis.
Main Results:
- IL-6 levels were significantly elevated in sepsis and neutropenia, with extreme concentrations when both conditions coexisted.
- While IL-6 was not a universal predictor of ICU mortality, thresholds (≥200 pg/mL) correlated with reduced survival.
- A hyperinflammatory phenotype (IL-6 ≥ 100 pg/mL) was identified, associated with >40% predicted mortality and 58% observed mortality, alongside distinct patient subgroups.
Conclusions:
- Sepsis and neutropenia are major drivers of elevated IL-6 in critical illness.
- Distinct inflammatory phenotypes characterized by IL-6 levels can aid in risk stratification.
- These findings support the potential for targeted anti-cytokine therapies in critical care.
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