Related Experiment Video
Updated: Oct 1, 2025

Ischemia-reperfusion Model of Acute Kidney Injury and Post Injury Fibrosis in Mice
Published on: August 9, 2013
Postoperative Serum Creatinine Serves as a Prognostic Predictor of Cardiac Surgery Patients
Jian Hou1,2, Liqun Shang1,2, Suiqing Huang1,2
1Department of Cardiac Surgery, The First Affiliated Hospital of Sun Yat-sen University, Guangzhou, China.
Insights
Postoperative serum creatinine levels are significant predictors of outcomes in cardiac surgery patients. Higher levels correlate with longer intensive care unit stays and increased hospital mortality, indicating its potential as a key prognostic indicator.
Area of Science:
- Cardiology
- Nephrology
- Critical Care Medicine
Background:
- Serum creatinine is a key indicator for acute kidney injury (AKI) and a potential risk factor for cardiovascular disease.
- Investigating postoperative serum creatinine is crucial for understanding cardiac surgery patient prognosis.
Purpose of the Study:
- To determine the prognostic significance of postoperative serum creatinine in cardiac surgery patients.
- To analyze the association between serum creatinine levels and patient outcomes, including ICU stay and hospital mortality.
Main Methods:
- Utilized the MIMIC-III database to extract clinical data from adult cardiac surgery patients.
- Employed Spearman correlation for ICU stay analysis and chi-square tests for mortality association.
- Applied multivariable logistic regression to identify serum creatinine as an independent prognostic factor.
Main Results:
- A total of 6,001 patients were analyzed, with 1.8% experiencing hospital mortality.
- Non-survivors exhibited significantly higher postoperative serum creatinine levels (initial, maximum, and minimum).
- Postoperative serum creatinine positively correlated with ICU length of stay and hospital mortality, with AUCs ranging from 0.7063 to 0.8413.
Conclusions:
- Postoperative serum creatinine serves as a valuable indicator for predicting outcomes in cardiac surgery patients.
- Elevated serum creatinine levels post-cardiac surgery are linked to adverse outcomes, including mortality.
Background:
Serum creatinine, an important diagnostic indicator for acute kidney injury (AKI), was considered to be a risk factor for cardiovascular disease. This study aimed to investigate the significance of postoperative serum creatinine in predicting the prognosis of cardiac surgery patients.
Methods:
The Medical Information Mart for Intensive Care III (MIMIC-III) database was used to extract the clinical data. Adult (≥18 years) cardiac surgery patients in the database were enrolled. The correlation of postoperative serum creatinine with lengths of intensive care unit (ICU) stay was analyzed with Spearman correlation, and the association of postoperative serum creatinine with hospital mortality was analyzed with chi-square tests. Multivariable logistic regression was used to identify postoperative serum creatinine as an independent prognostic factor for hospital mortality.
Results:
A total of 6,001 patients were enrolled in our study, among whom, 108 patients (1.8%) died in the hospital. Non-survivors had much higher postoperative serum creatinine levels (initial: 0.8 vs. 1.2 mg/dl, P < 0.001; maximum: 1.1 vs. 2.8 mg/dl, P < 0.001; minimum: 0.8 vs.1.1 mg/dl, P < 0.001). Positive correlations were observed between postoperative serum creatinine (P < 0.001) and lengths of ICU stay. For all models, postoperative initial creatinine, postoperative maximum creatinine, and postoperative minimum creatinine were all positively associated with hospital mortality (all P < 0.001). The predictive performance of postoperative serum creatinine was moderately good (area under the curve (AUC) for initial creatinine = 0.7583; AUC for maximum creatinine = 0.8413; AUC for minimum creatinine = 0.7063).
Conclusions:
This study demonstrated the potential to use postcardiac surgery serum creatinine as an outcome indicator.
More Related Videos
Related Concept Videos
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...
Cardiomyopathy VII: Pre and Post Operative Nursing Management
Acute Kidney Injury IV: Diagnostic Studies and Prevention
Serum Studies: Renal Function Tests
Kidney Transplant II: Surgical Procedure
Cardiac Catheterization I: Pre-Procedure Overview

