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Association between Albumin-Corrected Anion Gap and Mortality in Patients with Cardiogenic Shock
Meng Yuan1, Lei Zhong1, Jie Min1
1Department of Intensive Care Unit, Huzhou Central Hospital (The Fifth School of Clinical Medicine of Zhejiang Chinese Medical University), Affiliated Central Hospital Huzhou University, 313000 Huzhou, Zhejiang, China.
Insights
The albumin-corrected anion gap (ACAG) is an independent predictor of mortality in patients with cardiogenic shock (CS). Elevated ACAG levels at admission indicate a higher risk of poor clinical outcomes and increased mortality in CS patients.
Area of Science:
- Critical Care Medicine
- Clinical Chemistry
- Epidemiology
Background:
- Cardiogenic shock (CS) is a life-threatening condition with high mortality.
- Existing biomarkers for CS mortality lack comprehensive study.
- The albumin-corrected anion gap (ACAG) has not been extensively investigated in CS.
Purpose of the Study:
- To investigate the association between ACAG and mortality in patients with CS.
- To determine if ACAG can serve as a predictive marker for CS outcomes.
Main Methods:
- Utilized data from the MIMIC-IV database (v2.0).
- Employed Kaplan-Meier curves, log-rank tests, LASSO logistic analysis, and Cox proportional hazards models.
- Assessed predictive ability using ROC curves and evaluated stability with sensitivity analyses.
Main Results:
- 839 CS patients were analyzed, divided into survivors and non-survivors.
- Elevated ACAG was significantly associated with decreased 30- and 90-day survival (p < 0.001).
- ACAG independently predicted increased 30- and 90-day mortality in CS patients (p < 0.05).
Conclusions:
- ACAG is an independent risk factor for mortality in CS patients.
- ACAG predicts poor clinical outcomes in CS.
- Elevated ACAG (especially < 20 mmol/L) at admission is a key predictor of all-cause mortality in CS.
Background:
Cardiogenic shock (CS) is a critical illness with a high mortality rate in clinical practice. Although some biomarkers have been found to be associated with mortality in patients suffering from CS in previous studies. The albumin-corrected anion gap (ACAG) has not been studied in depth. Our study aimed to explore the relationship between ACAG and mortality in patients with CS.
Methods:
All baseline data was extracted from Medical Information Mart for Intensive Care-IV version: 2.0 (MIMIC-IV). According to the prognosis at 30 days of follow-up, they were divided into survivors and non-survivors groups. The survival curves between the two groups were drawn using the Kaplan-Meier method and the log-rank test. Valid factors were selected using the least absolute shrinkage and selection operator (LASSO) logistic analysis model. Analysis was performed to investigate the relationship between mortality and all enrolled patients using restricted cubic spline (RCS) and Cox proportional hazards models. Receiver operating characteristic (ROC) curves were used to assess the predictive ability of ACAG. Evaluation of final result stability using sensitivity analysis.
Results:
839 cases were selected to meet the inclusion criteria and categorized into survivors and non-survivors groups in the final analysis. The ACAG value measured for the first time at the time of admission was selected as the research object. Kaplan-Meier (K-M) survival curves showed that cumulative 30- and 90-day survival decreased progressively with elevated ACAG (p 0.001), and multifactorial Cox regression analyses showed ACAG to be an independent risk factor for increased 30- and 90-day mortality in patients suffering from CS (p 0.05). RCS curves revealed that all-cause mortality in this group of patients increased with increasing ACAG ( 2 = 5.830, p = 0.120). The ROC curve showed that the best cutoff value for ACAG for predicting 30-day mortality in patients with CS was 22.625, with a sensitivity of 44.0% and a specificity of 74.7%. The relationship between ACAG and CS short-term mortality remained stable in all sensitivity analyses (All p 0.05).
Conclusions:
The ACAG is an independent risk factor for 30- and 90-day mortality in CS patients and predicts poor clinical outcomes in CS patients. According to our study, elevated ACAG at admission, especially when ACAG 20 mmol/L, was an independent predictor of all-cause mortality in CS.
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