HypertensionMeta-analysis

Visit-to-visit blood pressure variability and cardiovascular outcomes: a systematic review and dose-response meta-analysis

Eur J Prev CardiolPublished

  • Systematic review and dose-response meta-analysis

Authors' conclusion

The EHR data reliably estimate BPV, yielding effect sizes similar to those of non-EHR sources. A non-linear dose-response relationship suggests that a higher BPV increases CVD risk.

Study context

Population
Adults; studies of visit-to-visit BP variability and cardiovascular disease (CVD) outcomes (MI, stroke, HF, coefficient of variation (CV) mortality), published January 2012 to August 2024
Participants
49 studies
Comparison
Electronic health record (EHR) vs non-EHR data for estimating visit-to-visit BP variability
Outcome
Association of visit-to-visit BP variability with any CVD outcome

Pooled result

As reported in the abstract

Any CVD outcome, per BPV
Hazard ratio (95% CI)
EHREHR studies
1.17(1.09–1.24)
non-EHRnon-EHR studies
1.14(1.10–1.17)

Per BPV, as printed

VVV BPV predicted any CVD outcome; effect sizes comparable between EHR and non-EHR studies
P = 0.468

Further pooled results

Dose-response: BPV threshold for 10% higher CVD risk

SD threshold
6.72 mmHg
CV threshold
9.05%

BPV estimation methodologies

No consensus on BPV estimation methodologies; non-EHR studies followed stricter protocols

Original publication

Visit-to-visit blood pressure variability and cardiovascular outcomes: a systematic review and dose-response meta-analysis. Eur J Prev Cardiol. Published 28 August 2025. doi:10.1093/eurjpc/zwaf546

Summarised from the published abstract; every number is checked against it