TY - JOUR
T1 - Gender-specific clinical risk scores incorporating blood pressure variability for predicting incident dementia
AU - Zhou, Jiandong
AU - Lee, Sharen
AU - Wong, Wing Tak
AU - Waleed, Khalid Bin
AU - Leung, Keith Sai Kit
AU - Lee, Teddy Tai Loy
AU - Wai, Abraham Ka Chung
AU - Liu, Tong
AU - Chang, Carlin
AU - Cheung, Bernard Man Yung
AU - Zhang, Qingpeng
AU - Tse, Gary
N1 - Publisher Copyright:
© 2021 The Author(s). Published by Oxford University Press on behalf of the American Medical Informatics Association. All rights reserved.
PY - 2022/2/1
Y1 - 2022/2/1
N2 - Introduction: 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. Materials and Methods: 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. Results: 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. Conclusion: 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.
AB - Introduction: 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. Materials and Methods: 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. Results: 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. Conclusion: 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.
KW - blood pressure variability
KW - predictive model
KW - risk score
KW - risk stratification, dementia
UR - http://www.scopus.com/inward/record.url?scp=85123645610&partnerID=8YFLogxK
U2 - 10.1093/jamia/ocab173
DO - 10.1093/jamia/ocab173
M3 - Article
C2 - 34643701
AN - SCOPUS:85123645610
SN - 1067-5027
VL - 29
SP - 335
EP - 347
JO - Journal of the American Medical Informatics Association : JAMIA
JF - Journal of the American Medical Informatics Association : JAMIA
IS - 2
ER -