Associations Between Albumin-Corrected Anion Gap and Mortality in Heart Failure Patients with Chronic Obstructive Pulmonary Disease: A Retrospective Cohort Study.
Wu G, Ke H, et al. • International journal of chronic obstructive pulmonary disease • 2026
ACAG is closely associated with the risk of mortality in HF patients with COPD and appears to be a potential prognostic predictor for this population, aiding in risk stratification.
Key Findings
Results
In-hospital and 30-day mortality rates among HF patients with COPD in the ICU were 11.2% and 13.7%, respectively.
Study included 1283 patients with heart failure and chronic obstructive pulmonary disease from the MIMIC-IV database.
54.6% of the cohort were male.
ACAG levels were assessed within 24 hours of ICU admission.
This was a retrospective cohort study using the Medical Information Mart for Intensive Care (MIMIC)-IV database.
Results
Kaplan-Meier analysis demonstrated significantly increased mortality risk in patients with higher ACAG levels.
Log-rank P<0.001 for the association between higher ACAG levels and increased mortality risk.
Patients were stratified into tertiles (T1, T2, T3) based on ACAG levels.
The analysis was conducted for both in-hospital and 30-day mortality outcomes.
Results
Higher ACAG levels (T3 vs T1) were independently associated with increased in-hospital mortality in fully adjusted Cox regression models.
Hazard ratio for in-hospital mortality comparing highest to lowest ACAG tertile: 2.04 (95% CI: 1.18–3.54; p=0.011).
Multivariate Cox regression models were used with full adjustment for confounders.
Results were consistent across subgroup analyses.
Results
Higher ACAG levels (T3 vs T1) were independently associated with increased 30-day mortality in fully adjusted Cox regression models.
Hazard ratio for 30-day mortality comparing highest to lowest ACAG tertile: 1.83 (95% CI: 1.12–2.97; p=0.015).
Multivariate Cox regression models were used with full adjustment for confounders.
Results were consistent across subgroup analyses.
Results
Restricted cubic spline (RCS) analysis revealed a linear relationship between ACAG and mortality risk.
The linear relationship was consistent across subgroups.
RCS analysis was used to examine the dose-response relationship between ACAG and mortality.
No nonlinear threshold effect was identified.
Results
ACAG demonstrated superior discriminatory ability for in-hospital mortality compared to anion gap alone and albumin alone.
AUC for ACAG predicting in-hospital mortality: 0.693.
AUC for anion gap predicting in-hospital mortality: 0.571.
AUC for albumin predicting in-hospital mortality: 0.640.
Similar findings were observed for 30-day mortality.
ROC curve analysis was used to assess and compare discriminatory performance.
Wu G, Ke H, Jin Z, Shen Z, Tong Z. (2026). 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. https://doi.org/10.2147/COPD.S574358