ArticleFrontiers in cardiovascular medicine2025
Association between red cell distribution width-albumin ratio and all-cause mortality in intensive care unit patients with heart failure.
Article in Frontiers in cardiovascular medicine, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.
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Who cites it
10 citing papers in PubMed.
- Associations of the C-Reactive Protein-Albumin-Lymphocyte Index, Red Cell Distribution Width-Albumin Ratio, and Blood Urea Nitrogen-Albumin Ratio With All-Cause and Cardiovascular Mortality Among Adults With Preclinical Heart Failure.Clinical cardiology · 2026Article
- Article
- Prognostic value and nonlinear association of the rdw/albumin ratio with mortality among COVID-19 patients: a MIMIC-IV database analysis.BMC infectious diseases · 2026Article
- Stress hyperglycemia ratio in risk stratification and treatment optimization for patients on invasive mechanical ventilation: a secondary analysis of the MIMIC-IV database.BMC infectious diseases · 2026Article
- The Ratio of Red Blood Cell Distribution Width To Serum Albumin and its Association with Cardiovascular and All-Cause Mortality Risk in Diabetic Patients: A Cohort Study Using NHANES Data from 1999 to 2018.High blood pressure & cardiovascular prevention : the official journal of the Italian Society of Hypertension · 2025Article
- Red cell distribution width to albumin ratio (RAR) as a prognostic marker for mortality in critical care patients: a large-scale retrospective cohort study.European journal of medical research · 2025Article
- Development, Validation, and Deployment of a Time-Dependent Machine Learning Model for Predicting One-Year Mortality Risk in Critically Ill Patients with Heart Failure.Bioengineering (Basel, Switzerland) · 2025Article
- Impact of the Geriatric Nutritional Risk Index on short-term prognosis of patients with sepsis-related acute kidney injury: analysis using the MIMIC-IV database.BMC nephrology · 2025Article
- Association between RDW-to-albumin ratio and mortality in HFpEF: a retrospective study based on MIMIC-IV and external validation.Frontiers in nutrition · 2025Article
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3 authors.
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Abstract
Aim: The association between red cell distribution width-albumin ratio (RAR) and the risk of all-cause mortality in intensive care unit (ICU) patients with heart failure remains uncertain. This study aimed to investigate this association. Methods: Clinical data from MIMIC-Ⅳ (version 2.2) database was utilized for the analysis of ICU patients with heart failure. Patients were categorized into quartiles (Q1-Q4) based on RAR levels. Kaplan-Meier survival analysis and multivariate adjusted Cox regression models were employed to assess the association between RAR levels and mortality outcomes within 1 year. Subgroup analysis was used to evaluate the prognostic impact of RAR across diverse populations. Restricted cubic spline curves and threshold effect analysis were utilized to quantify the dose-response relationship between RAR levels and mortality. The time-concordance index curve was carried out to explore the additional prognostic value of RAR on mortality over the existing scoring systems, Serial Organ Failure Assessment (SOFA) and Acute Physiology and Chronic Health Evaluation Ⅱ (APACHE Ⅱ). Results: The analysis encompassed a cohort of 4,506 patients, with Kaplan-Meier curves indicating that individuals with higher RAR levels exhibited an elevated risk of all-cause mortality ( Conclusion: The study found that high level of RAR was independently associated with an increased risk of 1-year all-cause mortality in ICU patients with heart failure, with a stronger effect in young and middle-aged patients and a threshold effect, which could potentially serve as an early warning indicator for high-risk populations.
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