Geospatial epidemiology of coronary artery disease treated with percutaneous coronary intervention in Crete, Greece
Evangelos Melidoniotis1, Kleomenis Kalogeropoulos2, Andreas Tsatsaris3
1Faculty of Medicine, University of Crete, Heraklion; University Hospital of Heraklion, Voutes, Heraklion. v.melidoniotis@gmail.com.
Insights
This study analyzed percutaneous coronary intervention (PCI) rates for coronary artery disease (CAD) in Crete. Findings reveal significant regional variations in PCI use, suggesting differing CAD burdens across municipalities.
Area of Science:
- Cardiology
- Public Health
- Geographic Information Systems
Background:
- Coronary artery disease (CAD) is a major global health concern.
- Percutaneous coronary intervention (PCI) is a key treatment for CAD.
- PCI rates can indicate the prevalence of CAD within a region.
Purpose of the Study:
- To investigate the spatial distribution of PCI-treated CAD patients in Crete.
- To identify geographical variations in PCI utilization.
- To explore correlations between clinical factors and coronary stenosis severity across regions.
Main Methods:
- Utilized data from all PCI procedures at Crete's cardiac catheterization center (2013-2016).
- Employed spatial analysis using ArcGIS, including Ordinary Least Squares (OLS) and Geographically Weighted Regression (GWR).
- Analyzed regional differences in annual PCI rates and clinical parameter effects on stenosis severity.
Main Results:
- Observed significant inter-municipality variations in PCI rates, indicating potential disparities in CAD burden.
- Identified distinct geographical patterns in the relationship between clinical factors and coronary stenosis severity.
- Demonstrated spatial heterogeneity in CAD treatment and disease characteristics.
Conclusions:
- PCI rates serve as a potential surrogate marker for CAD burden.
- Geographic variations in PCI utilization and clinical factor correlations exist within Crete.
- Findings support the need for spatially tailored healthcare strategies for CAD management.
Abstract:
Coronary artery disease (CAD) constitutes a leading cause of morbidity and mortality worldwide. Percutaneous coronary intervention (PCI) is indicated in a significant proportion of CAD patients, either to improve prognosis or to relieve symptoms not responding to optimal medical therapy. Thus the annual number of patients undergoing PCI in a given geographical area could serve as a surrogate marker of the total CAD burden there. The aim of this study was to analyze the potential, spatial patterns of PCItreated CAD patients in Crete. We evaluated data from all patients subjected to PCI at the island's sole reference centre for cardiac catheterization within a 4-year study period (2013-2016). The analysis focused on regional variations of yearly PCI rates, as well as on the effect of several clinical parameters on the severity of the coronary artery stenosis treated with PCI across Crete. A spatial database within the ArcGIS environment was created and an analysis carried out based on global and local regression using ordinary least squares (OLS) and geographically weighted regression (GWR), respectively. The results revealed significant inter-municipality variation in PCI rates and thus potentially CAD burden, while the degree and direction of correlation between key clinical factors to coronary stenosis severity demonstrated specific geographical patterns. These preliminary results could set the basis for future research, with the ultimate aim to facilitate efficient healthcare strategies planning.
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