Related Experiment Video
Updated: May 21, 2025

A Semi-Automated and Reproducible Biological-Based Method to Quantify Calcium Deposition In Vitro
Published on: June 2, 2022
Association between albumin-corrected calcium and all-cause mortality in patients with heart failure: a retrospective
Xiongda Yao1, Yurong Leng2, Junda Cao3
1Department of Cardiology, Jiangxi Medical College, The Second Affiliated Hospital, Nanchang University, Nanchang, Jiangxi, China.
Insights
Albumin-corrected calcium (ACC) levels show a U-shaped association with mortality in heart failure (HF) patients. Elevated ACC is linked to increased 30- and 180-day mortality, suggesting its use as a prognostic marker.
Area of Science:
- Cardiology
- Clinical Biochemistry
- Public Health
Background:
- Heart failure (HF) is a significant cause of mortality in hospitalized patients globally.
- Accurate prognostic evaluation is crucial for effective HF management.
- The role of albumin-corrected calcium (ACC) in HF prognosis requires further investigation.
Purpose of the Study:
- To investigate the association between albumin-corrected calcium (ACC) levels and mortality in hospitalized heart failure patients.
- To determine if ACC can serve as a prognostic indicator in this population.
Main Methods:
- Retrospective cohort study using the Medical Information Mart for Intensive Care IV (MIMIC-IV) database.
- Stratification of patients into three groups based on ACC levels.
- Analysis using Cox proportional hazards regression and restricted cubic spline models.
Main Results:
- A total of 4,737 heart failure patients were analyzed.
- Elevated ACC levels were significantly associated with increased 30-day and 180-day mortality.
- A U-shaped relationship between ACC and mortality was observed, with an inflection point at 9.18. ACC > 9.18 increased 30-day mortality risk by 20.4% and 180-day mortality risk by 20.8%.
Conclusions:
- A U-shaped association exists between ACC levels and mortality in heart failure patients.
- ACC may serve as a valuable prognostic marker for short-term and mid-term mortality in hospitalized HF patients.
- Further research can explore the clinical utility of ACC monitoring in HF management.
Background:
Heart failure (HF), a global health challenge, is a leading cause of mortality in hospitalized patients. Early and accurate prognostic evaluation in these patients is vital for guiding clinical management. Our aim was to explore the association between albumin-corrected calcium (ACC) and mortality in hospitalized patients.
Methods:
This retrospective cohort study utilized data from the Medical Information Mart for Intensive Care IV (MIMIC-IV) database. Patients were stratified into three groups based on ACC levels. The association between ACC and clinical outcomes in HF patients was analyzed using Cox proportional hazards regression and restricted cubic spline models.
Results:
A total of 4,737 heart failure patients were included. Multifactorial Cox regression revealed that elevated ACC levels were significantly associated with increased 30-day and 180-day mortality. Restricted cubic spline analysis demonstrated a U-shaped relationship between ACC levels and mortality, with an inflection point at 9.18. Patients with ACC levels above 9.18 exhibited an 20.4% higher risk of 30-day mortality [Hazard ratio (HR): 1.204, 95% (Confidence interval) CI: 1.009-1.437] and a 20.8% higher risk of 180-day mortality (HR: 1.208, 95% CI: 1.019-1.431) compared to those with ACC below 9.18.
Conclusions:
The observed U-shaped association between ACC levels and 30- and 180-day mortality in HF patients highlights the potential utility of ACC as a prognostic marker.
Related Concept Videos
Skeleton and Calcium Homeostasis
Imaging Studies for Cardiovascular System III: X-Ray
Definition and Purpose
An X-ray, or radiograph, is a non-invasive method that uses ionizing radiation to take images of internal structures. It is mainly used in cardiac imaging to examine the heart, lungs, and major blood vessels, aiming to identify abnormalities in the heart's size, shape, and position, such as heart failure, congenital defects, and vascular...
Pathophysiology of Heart Failure
Blood Studies for Cardiovascular System I: Cardiac Biomarkers
The essential diagnostic tools for detecting myocardial necrosis and monitoring individuals suspected of having acute coronary syndrome (ACS) include:
Troponins
Troponins, particularly cardiac troponins I and T, are the most precise and sensitive markers of myocardial injury. They are detectable within 4-6 hours of myocardial injury and remain...
Blood Studies for Cardiovascular System II: CRP, Hcy, and Cardiac Natriuretic Peptide Markers
These markers indicate stress or strain on the heart muscle:
Natriuretic Peptides (BNP)
Cardiac myocytes produce these hormones in response to ventricular stretching...
Heart Failure Drugs: Diuretics

