ArticleEuropean journal of medical research2025
Association of albumin-corrected anion gap with mortality in ICU patients with heart failure and acute kidney injury: analysis of the MIMIC-IV database.
Article in European journal of medical research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.
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Who cites it
6 citing papers in PubMed.
- Development and Validation of the Composite Renal-Inflammatory-Nutritional-Metabolic Index for Predicting 28-Day Mortality in Critically Ill Patients.Diagnostics (Basel, Switzerland) · 2026Article
- Sodium bicarbonate therapy for metabolic acidosis in children stratified by acute kidney injury status and chloride levels: a retrospective cohort study.Translational pediatrics · 2026Article
- Association Between Albumin-Corrected Anion Gap and Mortality in ICU Patients With Acute Heart Failure: A MIMIC-IV Cohort Study.Cardiovascular therapeutics · 2026Article
- Efficacy and Safety of Albumin in Critically Ill Adults: A Systematic Review.Emergency medicine international · 2026Review
- Associations Between Albumin-Corrected Anion Gap and Mortality in Heart Failure Patients with Chronic Obstructive Pulmonary Disease: A Retrospective Cohort Study.International journal of chronic obstructive pulmonary disease · 2026Article
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5 authors.
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Abstract
backgroundElevated albumin-corrected anion gap (ACAG) levels have been shown to be associated with increased mortality in various critical illnesses; however, data specifically addressing heart failure (HF) complicated by acute kidney injury (AKI) are lacking.
methodData from ICU patients with HF complicated by AKI between 2008 and 2022 were extracted and analyzed from the MIMIC-IV database. The association between baseline ACAG levels and all-cause mortality was assessed using multiple statistical methods, including variance inflation factor analysis, restricted cubic spline (RCS) modeling, Kaplan-Meier analysis, univariate and multivariate Cox regression, subgroup analysis, mediation analysis, and receiver operating characteristic (ROC) curve analysis.
resultsA total of 5425 patients were included in this study. RCS analysis showed a linear relationship between ACAG and mortality (p = 0.075 for nonlinearity). The Kaplan-Meier curve and multivariate Cox regression analysis revealed a positive relationship between ACAG and mortality at both 30 and 365 days post ICU admission. These results were confirmed by subgroup analysis. Mediation analysis showed SAPS II, bicarbonate, BUN, creatinine, hemoglobin, Charlson and ASP III mediated the association between ACAG and all-cause mortality, accounting for 32.34%, - 30.59%, 32.28%, 19.83%, 7.57%, 7.58%, and 25.64% of the mediating effect, respectively (all p values < 0.001). The AUC value for predicting 30-day mortality was 0.643 for ACAG, greater than 0.616 for albumin and 0.604 for AG. For predicting 365-day mortality, the AUC value was 0.641 for ACAG, greater than 0.626 for albumin and 0.597 for AG.
conclusionElevated ACAG is associated with increased mortality in HF patients with AKI, emphasizing the importance of monitoring metabolic parameters in this population. ACAG may be a valuable prognostic marker for HF and AKI. Further research is warranted to determine whether targeted interventions to correct metabolic acidosis could improve outcomes in this vulnerable patient group.
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