One Index Does Not Predict All-Hematological Derived Indices Have Different Predictive Value for ICU Mortality in

Emanuel Moisa1,2, Silvius Ioan Negoita1,2, Claudia Mihail2

  • 1Department of Anesthesiology and Critical Care, Faculty of Medicine, 'Carol Davila' University of Medicine and Pharmacy, 020021 Bucharest, Romania.

Insights

Derived hematological indices like MLR and SIRI predict intensive care unit mortality in non-infectious COPD exacerbations, while NPR is key for bacterial cases, aiding personalized prognostication.

Area of Science:

  • Critical Care Medicine
  • Pulmonology
  • Hematology

Background:

  • Acute exacerbation of COPD (AECOPD) significantly increases morbidity and mortality, especially in critically ill patients.
  • Prognostic markers are needed to address both respiratory failure and systemic inflammation in AECOPD.
  • This study investigates hematological indices for predicting intensive care unit (ICU) mortality in AECOPD.

Purpose of the Study:

  • To evaluate the predictive power of derived hematological indices for ICU mortality in patients with non-infectious versus infectious AECOPD.
  • To identify specific indices that can differentiate outcomes based on AECOPD etiology.
  • To inform individualized prognostication strategies for AECOPD patients.

Main Methods:

  • Retrospective, observational, monocentric cohort study of 88 AECOPD patients admitted to the ICU (2018-2023).
  • Descriptive statistics and Receiver Operating Characteristics (ROC) analysis were used to assess predictive power of hematological indices.
  • Kaplan-Meier analysis examined the association between indices and ICU mortality.

Main Results:

  • Overall ICU mortality was 44%. Neutrophil-to-lymphocyte ratio (NLR), neutrophil-to-platelets ratio (NPR), and systemic inflammation response index (SIRI) showed moderate predictive power (AUC 0.71-0.73) in the whole cohort.
  • In non-infectious AECOPD, monocyte-to-lymphocyte ratio (MLR) and SIRI demonstrated very good predictive power (AUC 0.82-0.855).
  • In infectious AECOPD, NPR showed fair predictive power (AUC 0.691), improving in bacterial AECOPD (AUC 0.781).

Conclusions:

  • Derived hematological indices possess varying predictive values for ICU mortality in AECOPD.
  • MLR and SIRI are strong predictors in non-infectious AECOPD, while NPR is most effective for bacterial AECOPD.
  • These findings underscore the need for individualized prognostication in managing AECOPD patients.

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