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Association Between Anion Gap and Mortality in Critically Ill Patients with Cardiogenic Shock
Tingting Zhang1, Jie Wang2, Xiangyang Li1
1Department of Clinical Laboratory, The Second Affiliated Hospital and Yuying Children's Hospital of Wenzhou Medical University, Wenzhou, Zhejiang, 325000, People's Republic of China.
Insights
Higher anion gap (AG) is linked to increased mortality in critically ill patients with cardiogenic shock (CS). This J-shaped relationship indicates elevated risk across 30, 90, and 365 days, underscoring AG
Area of Science:
- Critical Care Medicine
- Cardiology
- Clinical Chemistry
Background:
- The association between anion gap (AG) and mortality in critically ill patients with cardiogenic shock (CS) remains understudied.
- Existing epidemiological data lacks clarity on the specific relationship between AG levels and all-cause mortality in this vulnerable patient population.
Purpose of the Study:
- To investigate the epidemiological association between the anion gap (AG) and all-cause mortality in critically ill patients experiencing cardiogenic shock (CS).
- To elucidate the nature of the relationship, specifically identifying if it is linear or nonlinear, and its impact on short-term and long-term survival.
Main Methods:
- Utilized data from the MIMIC-III V1.4 database, including 1248 intensive care unit patients with cardiogenic shock.
- Employed a generalized additive model to determine the nonlinear relationship between AG and 30-day mortality.
- Applied Cox proportional hazard models to assess the association between AG and 30-day, 90-day, and 365-day mortality.
Main Results:
- A J-shaped nonlinear relationship was observed between the anion gap (AG) and 30-day all-cause mortality.
- Elevated AG levels were significantly associated with increased risks of 30-day, 90-day, and 365-day mortality in patients with CS, even after adjusting for numerous confounders.
- Hazard ratios for increased mortality were 1.62 (95% CI, 1.14-2.30) for 30-day, 1.35 (95% CI, 1.04-1.84) for 90-day, and 1.38 (95% CI, 1.03-1.84) for 365-day mortality.
Conclusions:
- The relationship between anion gap (AG) and 30-day mortality in critically ill patients with cardiogenic shock (CS) is characterized by a J-shaped curve.
- Higher anion gap (AG) levels are independently associated with a significantly increased risk of all-cause mortality at 30, 90, and 365 days post-intensive care unit admission.
Background:
No epidemiological study has determined the association between the anion gap (AG) and all-cause mortality in critically ill patients with cardiogenic shock (CS). This study was conducted to clarify the relationship between the AG and mortality in CS.
Methods:
We extracted clinical data from the public database, MIMIC-III V1.4, by using a generalized additive model to identify the nonlinear relationship between the AG and the 30-day mortality in 1248 intensive care unit patients. Cox proportional hazard models were used to assess the association between the AG and the 30-day, 90-day, and 365-day mortality in CS.
Results:
The AG and 30-day all-cause mortality showed a nonlinear relationship, indicated by a J-shaped curve. In the multivariate analysis, after adjusting for potential confounders, a high AG was associated with an increased risk of 30-day, 90-day, and 365-day all-cause mortality in patients with CS compared with patients who had low AG (hazard ratio [95% confidence interval] 1.62 [1.14-2.30]; 1.35 [1.04-1.84]; and 1.38 [1.03-1.84], respectively). Similar results were shown in Model I (adjusted for age, sex and ethnicity) and in Model II (fully adjusting for age, ethnicity, sex, acute kidney injury stage, CHF, renal disease, stroke, malignancy, respiratory failure, pneumonia, sodium, potassium, chloride, BUN, PT, WBC, pH, creatinine, albumin, glucose, bicarbonate, vasopressor use, diastolic blood pressure, respiration rate, temperature, the Elixhauser Comorbidity Index, SOFA score and SAPSII score).
Conclusion:
The relationship between the AG and 30-day all-cause mortality followed a J-shaped curve. Higher AG was associated with an increased risk of 30-day, 90-day, and 365-day all-cause mortality in critically ill patients with CS.
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