Variability independent of mean blood pressure as a real-world measure of cardiovascular risk

dc.contributor.authorEbinger Joseph E.
dc.contributor.authorDriver Matthew
dc.contributor.authorOuyang David
dc.contributor.authorBotting Patrick
dc.contributor.authorJi Hongwei
dc.contributor.authorRashid Mohamad A.
dc.contributor.authorBlyler Ciantel A.
dc.contributor.authorBello Natalie A.
dc.contributor.authorRader Florian
dc.contributor.authorNiiranen Teemu J.
dc.contributor.authorAlbert Christine M.
dc.contributor.authorCheng Susan
dc.contributor.organizationfi=sisätautioppi|en=Internal Medicine|
dc.contributor.organizationfi=tyks, vsshp|en=tyks, varha|
dc.contributor.organization-code1.2.246.10.2458963.20.40502528769
dc.converis.publication-id175519878
dc.converis.urlhttps://research.utu.fi/converis/portal/Publication/175519878
dc.date.accessioned2022-10-28T13:24:42Z
dc.date.available2022-10-28T13:24:42Z
dc.description.abstract<p>Background<br></p><p>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).<br></p><p><br>Methods<br></p><p>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).<br></p><p><br>Findings<br></p><p>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.<br></p><p><br>Interpretation<br></p><p>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.<br></p>
dc.identifier.eissn2589-5370
dc.identifier.jour-issn2589-5370
dc.identifier.olddbid181898
dc.identifier.oldhandle10024/164992
dc.identifier.urihttps://www.utupub.fi/handle/11111/38986
dc.identifier.urlhttps://doi.org/10.1016/j.eclinm.2022.101442
dc.identifier.urnURN:NBN:fi-fe2022081154313
dc.language.isoen
dc.okm.affiliatedauthorNiiranen, Teemu
dc.okm.affiliatedauthorDataimport, tyks, vsshp
dc.okm.discipline3121 Internal medicineen_GB
dc.okm.discipline3121 Sisätauditfi_FI
dc.okm.internationalcopublicationinternational co-publication
dc.okm.internationalityInternational publication
dc.okm.typeA1 ScientificArticle
dc.publisherElsevier Ltd
dc.publisher.countryNetherlandsen_GB
dc.publisher.countryAlankomaatfi_FI
dc.publisher.country-codeNL
dc.relation.articlenumber101442
dc.relation.doi10.1016/j.eclinm.2022.101442
dc.relation.ispartofjournalEClinicalMedicine
dc.relation.volume48
dc.source.identifierhttps://www.utupub.fi/handle/10024/164992
dc.titleVariability independent of mean blood pressure as a real-world measure of cardiovascular risk
dc.year.issued2022

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