School of Data Science, City University of Hong Kong, Hong Kong, China.
Cardiovascular Analytics Group, Laboratory of Cardiovascular Physiology, Hong Kong, China.
J Am Med Inform Assoc. 2022 Jan 12;29(2):335-347. doi: 10.1093/jamia/ocab173.
The present study examined the gender-specific prognostic value of blood pressure (BP) and its variability in the prediction of dementia risk and developed a score system for risk stratification.
This was a retrospective, observational population-based cohort study of patients admitted to government-funded family medicine clinics in Hong Kong between January 1, 2000 and March 31, 2002 with at least 3 blood pressure measurements. Gender-specific risk scores for dementia were developed and tested.
The study consisted of 74 855 patients, of whom 3550 patients (incidence rate: 4.74%) developed dementia over a median follow-up of 112 months (IQR= [59.8-168]). Nonlinear associations between diastolic/systolic BP measurements and the time to dementia presentation were identified. Gender-specific dichotomized clinical scores were developed for males (age, hypertension, diastolic and systolic BP and their measures of variability) and females (age, prior cardiovascular, respiratory, gastrointestinal diseases, diabetes mellitus, hypertension, stroke, mean corpuscular volume, monocyte, neutrophil, urea, creatinine, diastolic and systolic BP and their measures of variability). They showed high predictive strengths for both male (hazard ratio [HR]: 12.83, 95% confidence interval [CI]: 11.15-14.33, P value < .0001) and female patients (HR: 26.56, 95% CI: 14.44-32.86, P value < .0001). The constructed gender-specific scores outperformed the simplified systems without considering BP variability (C-statistic: 0.91 vs 0.82), demonstrating the importance of BP variability in dementia development.
Gender-specific clinical risk scores incorporating BP variability can accurately predict incident dementia and can be applied clinically for early disease detection and optimized patient management.
本研究探讨了血压(BP)及其变异性在预测痴呆风险方面的性别特异性预后价值,并开发了一种风险分层评分系统。
这是一项回顾性、观察性的基于人群的队列研究,纳入了 2000 年 1 月 1 日至 2002 年 3 月 31 日期间在香港政府资助的家庭医学诊所就诊的至少接受过 3 次血压测量的患者。开发并测试了针对痴呆的性别特异性风险评分。
该研究共纳入了 74855 名患者,其中 3550 名患者(发生率:4.74%)在中位随访 112 个月(IQR=[59.8-168])后发生痴呆。确定了舒张压/收缩压测量值与痴呆发病时间之间的非线性关系。为男性(年龄、高血压、舒张压和收缩压及其变异性测量值)和女性(年龄、心血管、呼吸、胃肠道疾病、糖尿病、高血压、中风、平均红细胞体积、单核细胞、中性粒细胞、尿素、肌酐、舒张压和收缩压及其变异性测量值)制定了性别特异性二分类临床评分。它们对男性(风险比[HR]:12.83,95%置信区间[CI]:11.15-14.33,P 值<.0001)和女性患者(HR:26.56,95% CI:14.44-32.86,P 值<.0001)均具有较高的预测强度。构建的性别特异性评分优于不考虑 BP 变异性的简化系统(C 统计量:0.91 比 0.82),表明 BP 变异性在痴呆发病中的重要性。
纳入 BP 变异性的性别特异性临床风险评分可以准确预测痴呆的发生,并可在临床上用于早期疾病检测和优化患者管理。