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Evaluation of Inflammation-Based Prognostic Risk Scores in Predicting in-Hospital Mortality Risk in COVID-19
Çaşıt Olgun Çelik1, Nurtaç Özer2, Orçun Çiftci3
1Department of Cardiology, Başkent University Konya Practise and Research Hospital, Konya, Turkey.
The Prognostic Nutritional Index (PNI) effectively predicts in-hospital mortality in COVID-19 patients. This inflammation-based score proved more powerful than other prognostic markers in the study.
Area of Science:
- Critical Care Medicine
- Infectious Diseases
- Nutritional Science
Background:
- Systemic inflammation predicts poor outcomes in COVID-19.
- Nutrition risk and inflammation-based scores are associated with prognosis.
Purpose of the Study:
- To evaluate the Prognostic Nutritional Index (PNI) as a predictor of in-hospital mortality in COVID-19 patients.
- To compare the predictive value of PNI against other inflammation-based prognostic scores.
Main Methods:
- Retrospective, cross-sectional, single-center study.
- Included 151 adult COVID-19 patients hospitalized in the ICU.
- Multivariable logistic regression analyzed Prognostic Nutritional Index (PNI), Glasgow Prognostic Score (GPS), Prognostic Index (PI), and Systemic Inflammatory Index (SII).
Main Results:
- Univariate analysis showed significant associations between mortality and various clinical factors, including PNI and GPS.
- Multivariable analysis revealed PNI as the only statistically significant predictor of in-hospital mortality (OR=0.83; 95% CI=0.71-0.97; p=0.019).
Conclusions:
- The Prognostic Nutritional Index (PNI) is a valuable and potent tool for predicting in-hospital mortality in COVID-19 patients.
- PNI demonstrates superior utility compared to other inflammation-based prognostic scores in this patient cohort.
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