Potential New Approaches in Predicting Adverse Cardiac Events One Month after Major Vascular Surgery
Mladjan Golubovic1, Velimir Peric2, Dragana Stanojevic3
1Clinic for Anesthesiology and Reanimatology, Clinical Center Nis, Nis, Serbia, mladjangolubovic@gmail.com.
Insights
Combining risk scores and biomarkers like hsTnI and NT-proBNP significantly improves cardiac risk assessment in major vascular surgery patients. This enhanced model offers superior prediction of cardiac complications within 30 days post-surgery.
Area of Science:
- Cardiology
- Vascular Surgery
- Medical Biomarkers
Background:
- Major vascular surgery carries a significant risk of cardiac complications.
- Accurate preoperative risk stratification is crucial for patient management and outcomes.
- Existing risk assessment models may underperform in this high-risk population.
Purpose of the Study:
- To identify the optimal model for improving risk stratification in major vascular surgery patients.
- To evaluate the discriminatory power of individual biomarkers and their combinations for predicting cardiac complications.
- To compare the effectiveness of different risk assessment models and biomarker combinations.
Main Methods:
- The study analyzed 122 patients undergoing major vascular surgery.
- Four biomarkers (troponin I, NT-proBNP, CK-MB, hs-CRP) and two risk scores (RCRI, V-POSSUM) were assessed.
- Thirteen combinations of biomarkers and scores were evaluated for their predictive ability.
Main Results:
- The combination of RCRI + V-POSSUM + hsTnI and RCRI + V-POSSUM + hsTnI + NT-proBNP demonstrated the highest discriminatory ability (AUC 0.924 and 0.933).
- These models achieved 100% sensitivity and over 80% specificity in predicting cardiac complications within 30 days.
- Atrial fibrillation was the most frequent cardiac complication (35.3%).
Conclusions:
- Combining traditional preoperative risk factors and scores enhances the assessment of major adverse cardiac events (MACE).
- Relying on a single risk score is insufficient for preoperative risk assessment in these patients.
- The developed models offer improved risk stratification for major adverse cardiac events in vascular surgery.
Objective:
The aim of our study was to find the best model with sufficient power to improve the risk stratification in major vascular surgery patients during the first 30 days after this procedure. The discriminatory power of 4 biomarkers (troponin I [TnI], N-terminal prohormone of brain natriuretic peptide [NT-proBNP], creatine kinase-MB isoenzyme [CK-MB], high-sensitivity C-reactive protein [hs-CRP]) was tested as well as 2 risk assessment models and 13 different combinations of them.
Subjects And Methods:
The study included 122 patients (77% men, 23% women) with an average age of 67.03 ± 4.5 years. An aortobifemoral bypass was performed in 6.56% of the patients, a femoropopliteal bypass in 18.85%, and 49.18% received open surgical reconstruction of the carotid arteries. A total of 25.41% of the patients were given an aortobi-iliac bypass.
Results:
During the first 30 days, 13 patients (10.7%) had 17 cardiac complications. The most common complication was the new onset of atrial fibrillation (35.3%). During the first 10 days, 10 patients had 1 complication and 2 patients had 2 cardiac events, while 1 patient had 3 complications. By comparing combinations of scores and markers, it was shown that revised cardiac risk index (RCRI) + Vascular Portsmouth Physiological and Operative Severity Score (V-POSSUM) + hsTnI and RCRI + V-POSSUM + hsTnI + NT-proBNP with 100% sensitivity, > 80% specificity had the best discriminatory ability (AUC 0.924 and 0.933, respectively; p < 0.001 for both models) for cardiac complications during the 30 days after surgery.
Conclusion:
Combinations of traditional preoperative risk factors and scores can enhance the assessment of major adverse cardiac events (MACE) in patients preparing for large vascular surgery. Using only one risk score in these patients seems to be underperforming in preoperative risk assessment.
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