Evidence map›Paper›PMID 42333637›Full record

ArticleJournal of the American Heart Association2026

Association of Within-Visit Blood Pressure Changes With Cardiovascular Disease and Mortality Among Individuals Without a History of Hypertension: Results From the UK Biobank.

In Tae Jin, Seok-Jae Heo, Jin Young Park, SungA Bae

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Article in Journal of the American Heart Association, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

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2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

4 authors.

In Tae Jin *Division of Cardiology, Severance Cardiovascular Hospital Yonsei University College of Medicine Seoul Republic of Korea.ORCID 0009-0006-4703-4824
Seok-Jae Heo *Division of Biostatistics, Department of Biomedical Systems Informatics Yonsei University College of Medicine Seoul Republic of Korea.ORCID 0000-0002-8764-7995
Jin Young ParkCenter for Digital Health, Yongin Severance Hospital Yonsei University Health System Yongin Republic of Korea.ORCID 0000-0002-5351-9549
SungA BaeCenter for Digital Health, Yongin Severance Hospital Yonsei University Health System Yongin Republic of Korea.ORCID 0000-0003-1484-4645

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundBeyond average blood pressure (BP) levels, short-term BP fluctuations may carry important prognostic information. However, the clinical significance of within-visit BP changes remains limited. This study aimed to evaluate the association between within-visit BP changes and clinical outcomes.

methodsWe analyzed data from the UK Biobank. BP was measured twice, with at least 1 minute between measurements, while participants were seated. Within-visit BP changes were defined as the absolute difference between 2 consecutive systolic BP measurements, and participants were categorized into within-visit BP changes quartiles. The primary outcome was all-cause mortality, and secondary outcomes included new-onset hypertension and major adverse cardiovascular events (nonfatal myocardial infarction, nonfatal stroke, and heart failure). Multivariable Cox proportional hazards models, adjusted for demographics, cardiovascular risk factors, comorbidities, and baseline BP, were used to estimate hazard ratios (HRs).

resultsHigher within-visit BP changes were associated with elevated systolic and diastolic BP and a higher incidence of hypertension. All-cause mortality and major adverse cardiovascular events increased progressively across BP changes quartiles, and these results remained consistent in fully adjusted models. Compared with the lowest quartile, the highest quartile showed an elevated risk of all-cause mortality (HR, 1.070 [95% CI, 1.041-1.100]), nonfatal myocardial infarction (HR,1.070 [95% CI, 1.021-1.121]), stroke (HR,1.086 [95% CI, 1.027-1.148]), and heart failure (HR,1.069 [95% CI, 1.015-1.127]). BP changes as a continuous variable demonstrated a significant linear association without evidence of nonlinearity.

conclusionsWithin-visit BP changes are independently associated with the development of hypertension, mortality, and major adverse cardiovascular events, supporting its potential role as a marker of long-term cardiovascular risk.

Indexed as

Blood PressureCardiovascular DiseasesHypertensionAgedBiological Specimen BanksBlood Pressure DeterminationCause of DeathFemaleHumansIncidenceMaleMiddle AgedPrognosisRisk AssessmentRisk FactorsTime Factorsblood pressurecardiovascular diseasescohort studiessystolic blood pressure

Identifiers

PMID42333637
PMCPMC13477294

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