Related Experiment Video
Updated: Jul 17, 2025

Real-Time Monitoring and Modulation of Blood Pressure in a Rabbit Model of Ischemic Stroke
Published on: February 10, 2023
Association between within-visit blood pressure variability, stroke, coronary heart disease, and cardiovascular
Bhrugun Anisetti1, Hossam Youssef1, Ahamed M Elkhair1
1Department of Neurology, Mayo Clinic, Jacksonville, Florida, USA.
Insights
Systolic blood pressure variability during a doctor's visit is linked to higher risks of stroke, coronary heart disease, and cardiovascular death. However, these associations are confounded by factors like age.
Area of Science:
- Cardiology
- Public Health
- Epidemiology
Background:
- Long-term systolic blood pressure (SBP) variability is a known cardiovascular risk factor.
- Limited data exists on the association between within-visit SBP variability and adverse cardiovascular outcomes.
Purpose of the Study:
- To investigate the relationship between within-visit SBP variability and the risk of stroke, coronary heart disease (CHD), and cardiovascular (CV) death.
Main Methods:
- Analysis of 27,987 adults from the US National Health and Nutrition Examination Surveys (1999-2012).
- SBP was measured up to four times per visit; variability was the standard deviation of these measurements.
- Logistic and Cox regression models assessed associations with stroke, CHD, and CV mortality.
Main Results:
- Higher within-visit SBP variability was associated with increased prevalence of stroke.
- Increased SBP variability correlated with higher odds of stroke, CHD, and CV mortality.
- These associations were not significant after adjusting for covariates.
Conclusions:
- Within-visit SBP variability is linked to elevated risks of stroke, CHD, and CV mortality.
- The observed associations are confounded by age and other covariates.
Introduction:
Long-term variability in systolic blood pressure (SBP) is associated with a higher risk of cardiovascular events. Little is known about any association between within-visit SBP variability, stroke, coronary heart disease (CHD), and cardiovascular (CV) death.
Material And Methods:
Participants included adults ≥ 18 years who participated in the US National Health and Nutrition Examination Surveys from 1999 to 2012 linked to the national death index in 2012. Stroke was self-reported. SBP was obtained up to four times by a physician, using a manual sphygmomanometer according to standard procedures. Within-visit SBP variability was defined as the standard deviation of the BP measurements, stratified into quartiles. We evaluated the relationship between within-visit SBP variability and the odds of stroke or CHD using multivariable logistic regression, and with CV mortality, using multivariable Cox regression.
Results:
Of the 27,987 adults, 16.4% were aged ≥ 65 years, 51.3% were female, 71.2% were white, and 10.7% were black. Factors associated with higher mean SBP variability included older age, hypertension, chronic kidney disease, peripheral artery disease, and smoking (all p < 0.05). The prevalence of stroke significantly increased across SBP variability quartiles, from 2.1% for quartile 1 to 3.7% for quartile 4 (p < 0.001). High SBP variability was associated with higher odds of stroke [odds ratio (OR) 1.8, 95% confidence interval (CI) 1.4-2.2], coronary heart disease (OR 2.0, 95% CI 1.6-2.4), and increased risk of CV mortality [hazard ratio (HR) 2.7, 95% CI 2.3-3.1]. The relationships were not observed after adjusting for covariables.
Conclusions:
Within-visit variability in SBP is associated with increased risks of stroke, coronary heart disease, and cardiovascular mortality, but the relationship is confounded by age and covariates.
Related Concept Videos
Factors affecting Blood pressure
Physiological Factors:
Errors occurring during blood pressure monitoring
Several factors...
Measurement of Blood Pressure
Pre-Procedural Guidelines for Assessing Blood Pressure
Regulation of Stroke Volume
Preload refers to the degree of stretch on the heart before it contracts. It's analogous to the stretching of a rubber band; the more it's stretched, the more forcefully it snaps back. This concept is encapsulated in the Frank-Starling law of the...
Cardiac Output II: Effect of Stroke Volume on Cardiac Output
Preload
Preload refers to the initial elongation of the cardiac myocytes before contraction and is related to the volume of blood filling the heart at the end of diastole, or end-diastolic volume. The...

