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Predicted Atherosclerotic Cardiovascular Disease Risk and Masked Hypertension Among Blacks in the Jackson Heart Study
D Edmund Anstey1, John N Booth2, Marwah Abdalla2
1From the Department of Medicine, Columbia University Medical Center, New York, NY (D.E.A., M.A., D.S.); Department of Epidemiology, University of Alabama at Birmingham, Birmingham, AL (J.N.B., P.M.); Department of Population Health, New York University School of Medicine, New York, NY (T.M.S.); and School of Medicine, University of Mississippi Medical Center, Jackson, MS (Y.-I.M.). dea2123@cumc.columbia.edu.
Insights
Individuals with higher predicted atherosclerotic cardiovascular disease (ASCVD) risk face a greater likelihood of masked hypertension. This finding suggests using ASCVD risk scores to identify those needing further blood pressure screening.
Area of Science:
- Cardiology
- Hypertension Research
- Preventive Medicine
Background:
- Masked hypertension, undiagnosed hypertension outside clinical settings, poses a risk.
- Identifying individuals for masked hypertension screening is challenging.
- This study investigates the link between predicted atherosclerotic cardiovascular disease (ASCVD) risk and masked hypertension prevalence.
Purpose of the Study:
- To determine if higher 10-year predicted ASCVD risk is associated with a greater prevalence of masked hypertension.
- To assess the utility of ASCVD risk prediction in identifying individuals with masked hypertension.
Main Methods:
- Analysis of data from the Jackson Heart Study, a population-based cohort of Black individuals.
- Inclusion of 644 participants aged 40-79 without diagnosed hypertension or cardiovascular disease.
- Calculation of 10-year predicted ASCVD risk using pooled cohort equations and ambulatory blood pressure monitoring for masked hypertension diagnosis.
Main Results:
- The prevalence of any masked hypertension was 54.0% in the study population.
- Individuals in higher ASCVD risk categories (≥7.5%) showed significantly increased prevalence ratios for masked hypertension compared to the lowest risk group (<5%).
- ASCVD risk prediction showed moderate discrimination for masked hypertension, comparable to clinic blood pressure measurements.
Conclusions:
- Elevated ASCVD risk is linked to a higher prevalence of masked hypertension.
- While not superior to clinic BP for discrimination, ASCVD risk prediction may aid in identifying individuals with both masked hypertension and high ASCVD risk.
- Further research may refine risk prediction models for targeted screening of masked hypertension.
Background:
Among individuals without hypertension based on clinic blood pressure (BP), it is unclear who should be screened for masked hypertension, defined as having hypertension based on out-of-clinic BP. We hypothesized that individuals with a higher 10-year predicted atherosclerotic cardiovascular disease (ASCVD) risk, calculated using the pooled cohort risk equations, have a higher prevalence of masked hypertension.
Methods And Results:
We analyzed data from the Jackson Heart Study-a population-based cohort of blacks-to determine the association of predicted ASCVD risk with masked hypertension. The sample included 644 participants, 40 to 79 years of age, with clinic systolic/diastolic BP <140/90 mm Hg, who completed ambulatory BP monitoring, were free of cardiovascular disease, and had data on factors needed to calculate ASCVD risk. Ten-year predicted ASCVD risk was calculated using the pooled cohort risk equations. Any masked hypertension was defined as masked daytime hypertension (mean daytime systolic/diastolic BP ≥135/85 mm Hg), masked nighttime hypertension (mean nighttime systolic/diastolic BP ≥120/70 mm Hg), or masked 24-hour hypertension (mean 24-hour systolic/diastolic BP ≥130/80 mm Hg). The prevalence of any masked hypertension was 54.0%. Compared with participants in the lowest (<5%) predicted ASCVD risk category, multivariable-adjusted prevalence ratios (95% confidence interval) for any masked hypertension were 1.36 (1.03-1.79), 1.62 (1.22-2.16), and 1.91 (1.47-2.48) for those with ASCVD risk of 5% to <7.5%, 7.5% to <10%, and ≥10%, respectively. The C statistic for discriminating between participants with versus without any masked hypertension was 0.681 (95% confidence interval, 0.640-0.723) for ASCVD risk and 0.703 (95% confidence interval, 0.663-0.744) for clinic systolic BP and diastolic BP.
Conclusions:
Higher ASCVD risk was associated with an increased prevalence of masked hypertension. Although the discrimination of ASCVD risk for masked hypertension was not superior to clinic BP, risk prediction equations may be useful for identifying the subgroup of individuals with both masked hypertension and high predicted ASCVD risk.
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