Serum creatinine-to-albumin ratio predicts mortality in hemorrhagic stroke: a novel threshold for risk stratification
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Published on: August 9, 2013
Shuwen Sun1, Xiaobin Fei2, Xin Huang3
1Department of Neurosurgery, The Affiliated Jiangyin Hospital of Nantong University, Jiangyin, 214400, China. sunshuwen0810@sina.com.
Insights
The serum creatinine-to-albumin ratio (CAR) predicts 28-day mortality in intensive care unit (ICU) patients with hemorrhagic stroke (HS). Higher CAR levels indicate increased risk, offering a better prognostic tool than individual markers.
Area of Science:
- Nephrology
- Neurology
- Critical Care Medicine
Background:
- Hemorrhagic stroke (HS) presents a significant mortality risk in intensive care units (ICUs).
- The serum creatinine-to-albumin ratio (CAR) is an emerging biomarker for renal dysfunction and inflammation.
- The prognostic value of CAR in HS is not well-established.
Purpose of the Study:
- To investigate the association between CAR and 28-day all-cause mortality (ACM) in critically ill HS patients.
- To evaluate CAR's predictive performance compared to creatinine and albumin alone.
- To identify potential thresholds of CAR for risk stratification in HS.
Main Methods:
- Retrospective cohort study using the MIMIC-IV database.
- Inclusion of 1,046 adult ICU patients diagnosed with HS.
- Analysis using multivariable Cox regression, ROC curves, and restricted cubic spline (RCS) analysis, adjusting for confounders.
Main Results:
- 28-day mortality significantly increased with higher CAR quartiles (Q4 vs. Q1: 2.30-fold higher risk).
- CAR demonstrated superior discriminative ability (AUC=0.612) compared to creatinine (AUC=0.568) or albumin (AUC=0.371).
- RCS analysis indicated a nonlinear relationship, with CAR > 0.25 as a critical threshold for elevated mortality risk.
Conclusions:
- Serum creatinine-to-albumin ratio is an independent predictor of 28-day mortality in critically ill HS patients.
- CAR offers enhanced prognostic value over single biomarkers like creatinine or albumin.
- CAR's accessibility and performance support its use for early risk stratification and personalized management of HS.
Abstract:
Hemorrhagic stroke (HS) is a life-threatening condition with high mortality, particularly in intensive care unit (ICU) settings. The serum creatinine-to-albumin ratio (CAR) has emerged as a novel biomarker integrating renal dysfunction and systemic inflammation, but its prognostic value in HS remains underexplored. This retrospective cohort study analyzed data from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. We included 1,046 adult ICU patients with HS (intracerebral or subarachnoid hemorrhage) and stratified them by CAR quartiles. The primary outcome was 28-day all-cause mortality (ACM). Multivariable Cox regression models adjusted for age, Glasgow Coma Scale (GCS) score, and comorbidities were used to assess associations. Predictive performance was evaluated using receiver operating characteristic (ROC) curves and restricted cubic spline (RCS) analysis. The 28-day mortality increased significantly across CAR quartiles (Q1-Q4: 21.8%, 19.1%, 36.0%, and 40.8%, respectively; P for trend < 0.001). In the fully adjusted model (Model 3), patients in the highest CAR quartile (Q4) had a 2.30-fold higher mortality risk (95% CI: 1.58-3.35; P < 0.001) compared to Q1. CAR demonstrated significantly higher discriminative ability (AUC = 0.612, 95% CI: 0.574-0.650) compared to isolated creatinine (AUC = 0.568) or albumin (AUC = 0.371) measurements (P < 0.01). RCS analysis revealed a nonlinear relationship, with CAR > 0.25 marking a critical threshold for increased mortality risk. CAR is an independent predictor of 28-day mortality in critically ill patients with HS, outperforming traditional single biomarkers. Its clinical accessibility and robust prognostic performance suggest potential utility for early risk stratification and personalized treatment strategies in HS management.
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