Faculty of Management and Economics, Kunming University of Science and Technology, Kunming, China.
Department of Party Committee, The First People's Hospital of Yunnan Province, Kunming, China.
Front Public Health. 2023 Mar 3;11:1090298. doi: 10.3389/fpubh.2023.1090298. eCollection 2023.
Stroke is an acute cerebrovascular disease with high mortality and disability. This study aimed to investigate the trend of stroke prevalence from 1989 to 2015 in China, explore the transition of high-risk population and high-risk factors, and provide some evidence to develop more targeted stroke intervention strategies.
We derived the baseline data from China Health and Nutrition Survey (CHNS). Participants responded to face-to-face interviews and examinations containing demographic information, behavioral health information, disease history, and physical examination. We applied chi-square test, shapley value decomposition model, and decision tree model to evaluate the changes of high-risk population and high-risk factors of stroke.
Across 42,419 middle-aged and elderly residents, the prevalence of stroke was decreasing from 1989 to 2015. Hypertension was the leading risk factor of stroke, while its contribution rate was weakened with the increasing of medicine taking rate. As the second risk factor of stroke, the contribution of age decreased either. Meanwhile, the contribution rate of historical health factors, lifestyle factors, and regional factors, such as body mass index, diabetes, and living area to the impact of stroke was increasing. In addition, the first high-risk population of stroke changed from hypertension patients aged 75 years and above to without spouse residents living in stroke belt such as Beijing and Liaoning. The second risk population of stroke transformed from male hypertensive patients under 75 years old into male hypertensive patients living in urban. The third high-risk group turned from the elderly aged 75 and above into the female patients with hypertension and diabetes.
This study demonstrated that the high-risk population and high-risk factors of stroke changed in China and revealed the direction and internal mechanism of transition of stroke. Targeted stroke intervention strategies should be renewed. Health education for the high-risk population of stroke should be carried out, healthy living habits need be advocated, and the use of antihypertensive drugs for the hypertensive patients should be standardized.
脑卒中是一种高致死率和高致残率的急性脑血管疾病。本研究旨在探讨中国 1989 年至 2015 年脑卒中患病率的变化趋势,探索高危人群和高危因素的转变,并为制定更有针对性的脑卒中干预策略提供依据。
本研究数据来源于中国健康与营养调查(CHNS)。通过面对面访谈和体检收集参与者的人口统计学信息、行为健康信息、疾病史和体格检查等信息。本研究采用卡方检验、Shapley 值分解模型和决策树模型来评估高危人群和脑卒中高危因素的变化。
在 42419 名中老年居民中,脑卒中的患病率从 1989 年到 2015 年呈下降趋势。高血压是脑卒中的主要危险因素,但其贡献率随着服药率的增加而减弱。作为脑卒中的第二大危险因素,年龄的贡献率也在下降。同时,历史健康因素、生活方式因素和区域因素(如体质指数、糖尿病和居住地区)对脑卒中影响的贡献率也在增加。此外,脑卒中的第一高危人群从 75 岁及以上的高血压患者转变为没有配偶、居住在脑卒中高发地区(如北京和辽宁)的居民。第二高危人群从 75 岁以下的男性高血压患者转变为居住在城市的男性高血压患者。第三高危人群从 75 岁及以上的老年人转变为患有高血压和糖尿病的女性患者。
本研究表明,中国脑卒中的高危人群和高危因素发生了变化,揭示了脑卒中转变的方向和内在机制。需要更新有针对性的脑卒中干预策略。应针对脑卒中高危人群开展健康教育,倡导健康的生活习惯,规范高血压患者的降压药物使用。