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Published on: March 15, 2022
Prediction of complications following nonemergency percutaneous coronary interventions
Mandeep Singh1, Charanjit S Rihal, Ryan J Lennon
1Division of Cardiovascular Diseases and Internal Medicine, Mayo Clinic College of Medicine, Rochester, Minnesota, USA. singh.mandeep@mayo.edu
Insights
This study developed a risk model to predict complications after percutaneous coronary interventions (PCIs), including biomarker elevation. The model identified key risk factors but showed only modest predictive ability for these PCI complications.
Area of Science:
- Cardiology
- Interventional Cardiology
- Medical Informatics
Background:
- Existing models for percutaneous coronary interventions (PCIs) often exclude elevated cardiac biomarkers.
- Predicting complications after non-emergency PCI is crucial for patient management.
Purpose of the Study:
- To develop and validate a risk prediction model for in-hospital complications after non-emergency PCI.
- To include elevated cardiac biomarkers as a complication in the prediction model.
Main Methods:
- Retrospective analysis of 2,894 non-emergency PCI cases at Mayo Clinic (2000-2003).
- Primary endpoint included death, myocardial infarction, emergency coronary artery bypass grafting, or stroke.
- Statistical analysis using Hosmer-Lemeshow test and c-index for model validation.
Main Results:
- The final model identified 5 risk variables: vein graft intervention, angiographic thrombus, minor/major side branch stenosis, and type C lesion.
- The model demonstrated modest discriminatory ability (c-index = 0.641).
- Internal validation showed fair discriminatory ability (bootstrap c-index = 0.642 +/- 0.020).
Conclusions:
- Vein graft intervention, angiographic thrombus, side branch stenosis, and type C lesions are associated with increased PCI complication risk.
- The developed risk model has only modest ability to discriminate between patients experiencing complications.
- Further research may be needed to improve the predictive accuracy of PCI complication models.
Abstract:
Previous models for prediction of complications after percutaneous coronary interventions (PCIs) have included in-hospital mortality and major in-hospital complications. In general, these models have excluded elevated cardiac biomarkers as a complication. We sought to determine whether a risk model could predict complications, including biomarker elevation, in patients undergoing nonemergency PCI. We examined the outcomes of nonemergency PCI performed on patients at Mayo Clinic from 2000 to 2003. The primary end point was in-hospital complications of death, myocardial infarction (MI) (Q-wave MI, or post-PCI creatine kinase-MB elevation >or=3 times the upper limit of normal), emergency coronary artery bypass grafting, or stroke. We used the Hosmer-Lemeshow test to demonstrate the adequacy of the model fit, and the c-index for discriminatory ability of the model. Of 2,894 nonemergency PCIs, the end point was noted in 232 (8%). The final prediction model included vein graft intervention (odds ratio [OR] 2.19), angiographic thrombus (OR 2.12), preprocedure stenosis of a minor (OR 1.98) or major (OR 1.62) side branch, and type C lesion (OR 1.48). The model had modest ability to discriminate between event and nonevent patients (c = 0.641). In the 500 bootstrap samples for internal validation, the c-index was 0.642 +/- 0.020, indicating only fair discriminatory ability. The average number of observed events was 232.0 +/- 14.7 compared with 232.1 +/- 2.5 expected events (average difference -0.06 +/- 14.5). In conclusion, the 5 risk variables associated with an increased risk of complications in patients undergoing elective PCI included vein graft intervention, presence of angiographic thrombus, stenosis of a major or minor side branch, and type C lesion; however, the discriminatory ability of the model derived from the variables was only modest.
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