The red blood cell distribution width to albumin ratio was a potential prognostic biomarker for acute respiratory failure: a retrospective study

BMC Med Inform Decis Mak. 2024 Sep 13;24(1):253. doi: 10.1186/s12911-024-02639-4.

Abstract

Background: The association between red blood cell distribution width (RDW) to albumin ratio (RAR) and prognosis in patients with acute respiratory failure (ARF) admitted to the Intensive Care Unit (ICU) remains unclear. This retrospective cohort study aims to investigate this association.

Methods: Clinical information of ARF patients was collected from the Medical Information Mart for Intensive Care IV (MIMIC-IV) version 2.0 database. The primary outcome was, in-hospital mortality and secondary outcomes included 28-day mortality, 60-day mortality, length of hospital stay, and length of ICU stay. Cox regression models and subgroup analyses were conducted to explore the relationship between RAR and mortality.

Results: A total of 4547 patients with acute respiratory failure were enrolled, with 2277 in the low ratio group (RAR < 4.83) and 2270 in the high ratio group (RAR > = 4.83). Kaplan-Meier survival analysis demonstrated a significant difference in survival probability between the two groups. After adjusting for confounding factors, the Cox regression analysis showed that the high RAR ratio had a higher hazard ratio (HR) for in-hospital mortality (HR 1.22, 95% CI 1.07-1.40; P = 0.003), as well as for 28-day mortality and 60-day mortality. Propensity score-matched (PSM) analysis further supported the finding that high RAR was an independent risk factor for ARF.

Conclusion: This study reveals that RAR is an independent risk factor for poor clinical prognosis in patients with ARF admitted to the ICU. Higher RAR levels were associated with increased in-hospital, 28-day and 60-day mortality rates.

Keywords: Acute respiratory failure; Albumin; MIMIC-IV; Prognosis; RAR; Red blood cell distribution width.

MeSH terms

  • Aged
  • Biomarkers* / blood
  • Erythrocyte Indices*
  • Female
  • Hospital Mortality*
  • Humans
  • Intensive Care Units
  • Male
  • Middle Aged
  • Prognosis
  • Respiratory Distress Syndrome / blood
  • Respiratory Distress Syndrome / mortality
  • Respiratory Insufficiency / blood
  • Retrospective Studies
  • Serum Albumin / analysis

Substances

  • Biomarkers
  • Serum Albumin