Daytime systolic ARV ≥11.4 mmHg shows the strongest independent association with increased arterial stiffness, while diastolic ARV indices remain significant but weaker predictors.
Key Findings
Results
Daytime systolic ARV ≥11.4 mmHg was identified as the optimal threshold for predicting increased arterial stiffness (cfPWV ≥10 m/s).
ROC analysis identified daytime systolic ARV ≥11.4 mmHg as the optimal cut-off value.
AUC was 0.68 (95% CI 0.61–0.76; p < 0.001).
The study included 315 adults who underwent 24-h ambulatory blood pressure monitoring and cfPWV assessment.
Increased arterial stiffness was defined as cfPWV ≥10 m/s.
Results
After multivariable adjustment, daytime systolic ARV remained independently associated with cfPWV ≥10 m/s.
The association persisted after adjustment for age, sex, and mean systolic blood pressure.
Odds ratio for daytime systolic ARV was 5.36 (95% CI 1.70–17.04; p < 0.01).
This represents the strongest independent association among all ARV indices tested.
Results
All diastolic ARV indices were also independently associated with increased arterial stiffness, though with lower effect sizes than systolic ARV.
Diastolic ARV indices retained statistical significance after multivariable adjustment.
Odds ratios for diastolic ARV indices ranged from 2.45 to 3.25.
Other significant ARV cut-offs ranged between 11.4 and 12.0 mmHg for both systolic and diastolic measures.
Background
Blood pressure variability assessed by ARV is an independent cardiovascular risk factor associated with target organ damage beyond mean blood pressure levels.
ARV (Average Real Variability) is considered a robust marker of short-term blood pressure fluctuations.
Arterial stiffness assessed by carotid-femoral pulse wave velocity (cfPWV) represents an early manifestation of hypertension.
cfPWV is an established independent predictor of cardiovascular events.
The study design used 24-h ambulatory blood pressure monitoring to capture BPV.
Methods
ROC analysis was used to identify clinically relevant ARV thresholds for detecting increased arterial stiffness in a sample of 315 adults.
A total of 315 adults were enrolled in the study.
Receiver operating characteristic (ROC) analysis was performed to determine optimal systolic and diastolic ARV cut-off values.
Multivariable logistic regression models assessed independent associations between ARV indices and cfPWV ≥10 m/s.
The study received approval from an institutional bioethics committee.
What This Means
This research suggests that how much a person's blood pressure fluctuates throughout the day — not just the average level — is an important indicator of arterial stiffness, a key marker of cardiovascular risk. The study measured a specific type of blood pressure variability called Average Real Variability (ARV) using 24-hour blood pressure monitors in 315 adults, and then assessed the stiffness of their arteries using a technique called pulse wave velocity (PWV), which measures how fast a pressure wave travels through the arteries. Stiffer arteries produce faster wave speeds, and a threshold of 10 meters per second was used to define increased stiffness.
The researchers found that when daytime systolic (top number) blood pressure variability reached or exceeded 11.4 mmHg, it was strongly associated with having increased arterial stiffness — even after accounting for age, sex, and average blood pressure levels. People with this level of variability were more than five times more likely to have increased arterial stiffness compared to those below the threshold. Variability in diastolic (bottom number) blood pressure also predicted arterial stiffness, but less strongly.
This research suggests that monitoring how much blood pressure varies during the day, rather than focusing solely on average blood pressure values, may help identify people at greater cardiovascular risk. A daytime systolic ARV of 11.4 mmHg emerged as a potentially clinically useful cut-off point. These findings highlight that blood pressure variability could be an additional tool for assessing cardiovascular health, particularly in identifying early arterial damage in people with hypertension.
Wasiliew S, Lipski D, Chicheł-Szczepaniak L, Kostka-Jeziorny K, Żurek S, Tykarski A, et al.. (2026). Average Real Variability Is an Independent Predictor of Increased Arterial Stiffness Assessed by Pulse Wave Velocity.. Journal of clinical hypertension (Greenwich, Conn.). https://doi.org/10.1111/jch.70355