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Is the Population Detected by Screening in China Truly at High Risk of Stroke?
Yuan Wang1, Jing Wang1, Juan Cheng1
1Department of Epidemiology and Health Statistics, School of Public Health, Tianjin Medical University, Tianjin, China; Collaborative Innovation Center of Chronic disease prevention and control, Tianjin Medical University, Tianjin, China.
Insights
A new health risk appraisal (HRA) model offers a more accurate stroke risk assessment than the Chinese Stroke Screening and Prevention Project (CSSPP) by quantitatively evaluating individual risk factors for stroke.
Area of Science:
- Cardiovascular disease epidemiology
- Public health
- Biostatistics
Background:
- The Chinese Stroke Screening and Prevention Project (CSSPP) identifies high-risk stroke patients based on a threshold of 3 or more risk factors.
- This method does not quantitatively assess individual stroke risk, potentially leading to inefficiencies in high-risk group detection.
Purpose of the Study:
- To develop and evaluate a Health Risk Appraisal (HRA) model for quantitatively assessing individual stroke risk.
- To compare the efficiency of the HRA model with the CSSPP screening strategy.
Main Methods:
- Pooled odds ratios for 8 stroke risk factors were used to develop a 5-year stroke risk prediction model.
- The HRA model's predictions were compared against the CSSPP's risk classification.
Main Results:
- The average 5-year stroke risk was 5.81‰, with higher risks observed in men and increasing risk with more factors.
- CSSPP identified 22.2% as high-risk, but the HRA model reclassified individuals with fewer risk factors as high-risk if their calculated risk exceeded 4.0%.
- Notably, 15.9% of hypertension patients and 14.3% of diabetes patients classified as low-risk by CSSPP were identified as high-risk by the HRA model.
Conclusions:
- Individual stroke risk factors have varying impacts on overall risk.
- An HRA model, by considering the relative risk of each factor, can improve the efficiency of identifying high-risk individuals for stroke prevention.
Aim:
The Chinese Stroke Screening and Prevention Project (CSSPP) considers patients with 3 or more risk factors to be at high risk of stroke, and does not quantitatively assess the risk for stroke. However, to detect high-risk groups more efficiently, a health risk appraisal (HRA) model should be used to assess individual risk of stroke.
Methods:
The odds ratios for the 8 risk factors for stroke were pooled and the data were used to develop an HRA model to predict individuals' risks of developing stroke in the next 5 years. The Chinese screening project and HRA screening strategies were then compared.
Results:
We assessed 4196 Chinese individuals who received checkups in 2015. The average 5-year risk of stroke was 5.81‰, with men being at higher risk of stroke than women over that period. The average 5-year risk of stroke also increased with the number of risk factors. 932 individuals (22.2%) were identified as being at high risk of stroke according to CSSPP, whereas 318 individuals with fewer than 3 risk factors were considered being at low risk despite having a 5-year risk of stroke greater than 4.0% by our assessment. Notably, among patients with hypertension and diabetes who were classified as being at low risk of stroke by the CSSPP, the HRA recognized 15.9% and 14.3% as being at high risk of stroke, respectively.
Conclusion:
All 8 major risk factors affect stroke risk differently, and the efficiency of clustering these risk factors might be improved by considering the relative risk of each factor with an HRA model.
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