ArticleEClinicalMedicine2022
Variability independent of mean blood pressure as a real-world measure of cardiovascular risk.
Article in EClinicalMedicine, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 1 of them a synthesis that pooled it.
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The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
30 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Blood pressure variability and its utility in acute disease and critical illness: a systematic review.BMC anesthesiology · 2025Pooled it
- Comparison of hemodynamic responses to endotracheal intubation with oliceridine and sufentanil during induction: a randomized controlled trial.BMC anesthesiology · 2026Trial
- Effects of long-term almond consumption on markers for vascular function and cardiometabolic risk in men and women with prediabetes: results of a randomized, controlled cross-over trial.European journal of nutrition · 2024Trial
- Blood pressure variability in daily life: comparing individuals with cervical and upper-thoracic spinal cord injury to non-injured controls.Journal of human hypertension · 2026Article
- Association Between Systolic Blood Pressure at Emergency Department Arrival and Time to Bleeding Cessation in Adult Non-Traumatic Epistaxis: A Retrospective Time-to-Event Analysis.Journal of clinical medicine · 2026Article
- Sex modifies the association between blood pressure variability and lung function decline among population over 45 years old: a pooled analysis of two national cohorts.Journal of thoracic disease · 2026Article
- Blood pressure variability is associated with heart failure risk, elevated NT-proBNP, and elevated high-sensitivity troponin: the Multi-Ethnic Study of Atherosclerosis.American journal of hypertension · 2026Article
- High systolic blood pressure variability is associated with impaired cerebral autoregulation and poor functional recovery after intracerebral hemorrhage.Scientific reports · 2026Article
- Variability of SBP and cardiovascular outcomes in hypertensive patients.BMC cardiovascular disorders · 2026Article
- Correlation between systolic blood pressure variability and in-hospital mortality in patients with acute aortic dissection.Frontiers in cardiovascular medicine · 2026Article
- Visit‑to‑visit variability of inflammation-immunity indices and prognosis in hepatocellular carcinoma.BMC gastroenterology · 2025Article
- Blood Pressure Variability and Adverse Pregnancy and Cardiovascular Outcomes in the ALSPAC Cohort.Journal of the American Heart Association · 2025Article
- Longitudinal variability of CT imaging features for predicting pulmonary nodule invasiveness: A multicenter study.Chinese journal of cancer research = Chung-kuo yen cheng yen chiu · 2025Article
- Association between long-term visit-to-visit resting heart rate variability and cognitive decline: evidence from two national cohorts.BMC psychiatry · 2025Article
- Blood Pressure Variability and Risk of Cardiovascular Events and Mortality in Real-World Clinical Settings.Journal of the American Heart Association · 2025Article
- Blood pressure variability: a review.Journal of hypertension · 2025Review
- Sex-Specific Association between Systolic Blood Pressure Time in Target Range and Cardiovascular Outcomes: A Post-Hoc Analysis of the SPRINT Trial.Reviews in cardiovascular medicine · 2025Article
- Reliability of beat-to-beat blood pressure variability in older adults.Scientific reports · 2024Article
- Blood pressure variability as a risk factor of recurrent paroxysmal atrial fibrillation after catheter ablation.Journal of arrhythmia · 2024Article
- Current landscape and comprehensive management of glycemic variability in diabetic retinopathy.Journal of translational medicine · 2024Review
Corrections and comments
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Authors and funding
12 authors.
Funding
Abstract
Background: Individual-level blood pressure (BP) variability, independent of mean BP levels, has been associated with increased risk for cardiovascular events in cohort studies and clinical trials using standardized BP measurements. The extent to which BP variability relates to cardiovascular risk in the real-world clinical practice setting is unclear. We sought to determine if BP variability in clinical practice is associated with adverse cardiovascular outcomes using clinically generated data from the electronic health record (EHR). Methods: We identified 42,482 patients followed continuously at a single academic medical center in Southern California between 2013 and 2019 and calculated their systolic and diastolic BP variability independent of the mean (VIM) over the first 3 years of the study period. We then performed multivariable Cox proportional hazards regression to examine the association between VIM and both composite and individual outcomes of interest (incident myocardial infarction, heart failure, stroke, and death). Findings: Both systolic (HR, 95% CI 1.22, 1.17-1.28) and diastolic VIM (1.24, 1.19-1.30) were positively associated with the composite outcome, as well as all individual outcome measures. These findings were robust to stratification by age, sex and clinical comorbidities. In sensitivity analyses using a time-shifted follow-up period, VIM remained significantly associated with the composite outcome for both systolic (1.15, 1.11-1.20) and diastolic (1.18, 1.13-1.22) values. Interpretation: VIM derived from clinically generated data remains associated with adverse cardiovascular outcomes and represents a risk marker beyond mean BP, including in important demographic and clinical subgroups. The demonstrated prognostic ability of VIM derived from non-standardized BP readings indicates the utility of this measure for risk stratification in a real-world practice setting, although residual confounding from unmeasured variables cannot be excluded. Funding: This study was funded in part by National Institutes of Health grants R01-HL134168, R01-HL131532, R01-HL143227, R01-HL142983, U54-AG065141; R01-HL153382, K23-HL136853, K23-HL153888, and K99-HL157421; China Scholarship Council grant 201806260086; Academy of Finland (Grant no: 321351); Emil Aaltonen Foundation; Finnish Foundation for Cardiovascular Research.
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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the Socratic graph.