The First Clinical Medical College, Shandong University of Traditional Chinese Medicine, Jinan, China.
Department of Cardiology, Affiliated Hospital of Shandong University of Traditional Chinese Medicine, No. 42, Wenhua West Road, Lixia District, Jinan, Shandong, China.
BMC Public Health. 2023 Dec 6;23(1):2431. doi: 10.1186/s12889-023-17343-7.
Hypertensive patients are likelier to have cognitive function decline (CFD). This study aimed to explore physical activity level, sleep disorders, and type of work that influenced intervention effects on cognitive function decline in hypertensive patients and to establish a decision tree model to analyze their predictive significance on the incidence of CFD in hypertensive patients.
This cross-sectional study recruited patients with essential hypertension from several hospitals in Shandong Province from May 2022 to December 2022. Subject exclusion criteria included individuals diagnosed with congestive heart failure, valvular heart disease, cardiac surgery, hepatic and renal dysfunction, and malignancy. Recruitment is through multiple channels such as hospital medical and surgical outpatient clinics, wards, and health examination centers. Cognitive function was assessed using the Mini-Mental State Examination (MMSE), and sleep quality was assessed using the Pittsburgh Sleep Quality Index (PSQI). Moreover, we obtained information on the patients' type of work through a questionnaire and their level of physical activity through the International Physical Activity Questionnaire (IPAQ).
The logistic regression analysis results indicate that sleep disorder is a significant risk factor for CFD in hypertension patients(OR:1.85, 95%CI:[1.16,2.94]), mental workers(OR:0.12, 95%CI: [0.04,0.37]) and those who perform both manual and mental workers(OR: 0.5, 95%CI: [0.29,0.86]) exhibit protective effects against CFD. Compared to low-intensity, moderate physical activity(OR: 0.53, 95%CI: [0.32,0.87]) and high-intensity physical activity(OR: 0.26, 95%CI: [0.12,0.58]) protects against CFD in hypertension patients. The importance of predictors in the decision tree model was ranked as follows: physical activity level (54%), type of work (27%), and sleep disorders (19%). The area under the ROC curves the decision tree model predicted was 0.72 [95% CI: 0.68 to 0.76].
Moderate and high-intensity physical activity may reduce the risk of developing CFD in hypertensive patients. Sleep disorders is a risk factor for CFD in hypertensive patients. Hypertensive patients who engage in mental work and high-intensity physical activity effectively mitigate the onset of CFD in hypertensive patients.
高血压患者更有可能出现认知功能下降(CFD)。本研究旨在探讨体力活动水平、睡眠障碍和工作类型对高血压患者认知功能下降干预效果的影响,并建立决策树模型分析其对高血压患者 CFD 发生率的预测意义。
本横断面研究于 2022 年 5 月至 2022 年 12 月从山东省多家医院招募原发性高血压患者。排除标准为充血性心力衰竭、瓣膜性心脏病、心脏手术、肝肾功能不全和恶性肿瘤患者。通过医院门诊和病房及体检中心等多种渠道进行招募。采用简易精神状态检查量表(MMSE)评估认知功能,采用匹兹堡睡眠质量指数(PSQI)评估睡眠质量。此外,通过问卷调查获取患者工作类型信息,通过国际体力活动问卷(IPAQ)获取体力活动水平。
Logistic 回归分析结果表明,睡眠障碍是高血压患者 CFD 的显著危险因素(OR:1.85,95%CI:[1.16,2.94]),脑力劳动者(OR:0.12,95%CI:[0.04,0.37])和体力脑力混合劳动者(OR:0.5,95%CI:[0.29,0.86])对 CFD 有保护作用。与低强度体力活动相比,中等强度体力活动(OR:0.53,95%CI:[0.32,0.87])和高强度体力活动(OR:0.26,95%CI:[0.12,0.58])可预防高血压患者发生 CFD。决策树模型中预测因子的重要性依次为:体力活动水平(54%)、工作类型(27%)和睡眠障碍(19%)。决策树模型预测的 ROC 曲线下面积为 0.72 [95%CI:0.68 至 0.76]。
中高强度体力活动可能降低高血压患者发生 CFD 的风险。睡眠障碍是高血压患者发生 CFD 的危险因素。从事脑力劳动和高强度体力活动的高血压患者可有效减轻高血压患者 CFD 的发生。