Evidence map›Paper›PMID 38587880›Full record

ArticleJMIR cardio2024

Association of Arterial Stiffness With Mid- to Long-Term Home Blood Pressure Variability in the Electronic Framingham Heart Study: Cohort Study.

Xuzhi Wang, Yuankai Zhang, Chathurangi H Pathiravasan, Nene C Ukonu, Jian Rong, Emelia J Benjamin, David D McManus, Martin G Larson, Ramachandran S Vasan, Naomi M Hamburg and 3 more

Open access · goldAbstract read
In one paragraph

Article in JMIR cardio, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
2.0field-weighted citation impact, top 13% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed, 5 citations in OpenAlex.

  1. Article
  2. Blood Pressure Variability in Hypertension: A Rehabilitation Perspective.Journal of cardiovascular development and disease · 2025
    Review
  3. Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

13 authors at 4 institutions in 1 country.

Xuzhi WangDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, United States.ORCID https://orcid.org/0000-0003-4326-691X
Yuankai ZhangDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, United States.ORCID https://orcid.org/0000-0002-2318-7539
Chathurangi H PathiravasanDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, United States.ORCID https://orcid.org/0000-0003-2170-1247
Nene C UkonuDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, United States.ORCID https://orcid.org/0009-0000-4906-9373
Jian RongBoston University's and National Heart, Lung, and Blood Institute's Framingham Heart Study, Boston, MA, United States.ORCID https://orcid.org/0000-0002-6911-1548
Emelia J BenjaminBoston University's and National Heart, Lung, and Blood Institute's Framingham Heart Study, Boston, MA, United States.ORCID https://orcid.org/0000-0003-4076-2336
David D McManusCardiology Division, Department of Medicine, University of Massachusetts Chan Medical School, Worcester, MA, United States.ORCID https://orcid.org/0000-0002-9343-6203
Martin G LarsonDepartment of Biostatistics, Boston University School of Public Health, Boston, MA, United States.ORCID https://orcid.org/0000-0002-9631-1254
Ramachandran S VasanBoston University's and National Heart, Lung, and Blood Institute's Framingham Heart Study, Boston, MA, United States.ORCID https://orcid.org/0000-0001-7357-5970
Naomi M HamburgSection of Vascular Biology, Boston University Chobanian and Avedisian School of Medicine, Boston, MA, United States.ORCID https://orcid.org/0000-0001-5504-5589
Joanne M MurabitoBoston University's and National Heart, Lung, and Blood Institute's Framingham Heart Study, Boston, MA, United States.ORCID https://orcid.org/0000-0002-0192-7516
Chunyu Liu *Department of Biostatistics, Boston University School of Public Health, Boston, MA, United States.ORCID https://orcid.org/0000-0002-9160-0153
Gary F Mitchell *Cardiovascular Engineering, Boston, MA, United States.ORCID https://orcid.org/0000-0001-5643-3145
Boston University · USCardiovascular Research Associates · USFramingham Heart Study · USUniversity of Massachusetts Chan Medical School · US

Funding

FRAMINGHAM HEART STUDY - YEAR 5 EXAM75N92019D00031 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · 2019 to 2024
$29.8M
IDENTIFICATION OF COMMON GENETIC VARIANTS FOR ATRIAL FIBRILLATION AND PR INTERVALR01HL092577 · NHLBI · MASSACHUSETTS GENERAL HOSPITAL · PI BENJAMIN, EMELIA J., ELLINOR, PATRICK THOMAS · 2009 to 2025
$20.6M
ConProject-006U54HL120163 · NHLBI · AMERICAN HEART ASSOCIATION · PI BHATNAGAR, ARUNI, ROBERTSON, ROSE MARIE · 2018 to 2022
$18.8M
Cardiac microstructure and the immune-inflammatory response to SARS-CoV-2R01HL131532 · NHLBI · CEDARS-SINAI MEDICAL CENTER · PI CHENG, SUSAN, LI, DEBIAO · 2016 to 2025
$6.6M
Mediators of Systemic Inflammation and Heart Failure Risk in the CommunityR01HL143227 · NHLBI · CEDARS-SINAI MEDICAL CENTER · PI CHENG, SUSAN · 2019 to 2022
$3.3M
CAPSITE: Community Assessment of Pain and Sensitization in the ElderlyR01AG066010 · NIA · BOSTON UNIVERSITY MEDICAL CAMPUS · PI BENJAMIN, EMELIA J., EDWARDS, ROBERT R · 2020 to 2025
$3.3M
Ventricular-vascular coupling in the elderly: lifecourse determinants, trajectories, and prognostic significanceR01HL142983 · NHLBI · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI CHENG, SUSAN, MITCHELL, GARY FRANK · 2019 to 2022
$3.2M
Vascular Stiffness as a Precursor of Hypertension in a Middle-aged CohortR01HL126136 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI MITCHELL, GARY FRANK, RAMACHANDRAN, VASAN S · 2015 to 2018
$2.6M
Aortic Dysfunction, Pulsatile Stress and Target Organ Damage in FraminghamR01HL107385 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI MITCHELL, GARY FRANK, RAMACHANDRAN, VASAN S · 2011 to 2014
$2.6M
FHS-NEXT - Framingham Novel EXam using TechnologyR01HL141434 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI BENJAMIN, EMELIA J., MCMANUS, DAVID D. · 2019 to 2022
$2.5M
Vascular Function in the Framingham Third GenerationR01HL070100 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI BENJAMIN, EMELIA J. · 2002 to 2005
$2.4M
Genome-wide Association Study of Cardiac Structure and FunctionR01HL093328 · NHLBI · BOSTON UNIVERSITY MEDICAL CAMPUS · PI RAMACHANDRAN, VASAN S · 2008 to 2011
$2.4M
NHLBI NIH HHS 75N92019D00031NHLBI NIH HHS HHSN268201500001CNHLBI NIH HHS HHSN268201500001INHLBI NIH HHS N01 HC025195NHLBI NIH HHS R01 HL070100NHLBI NIH HHS R01 HL092577NHLBI NIH HHS R01 HL093328NHLBI NIH HHS R01 HL107385NHLBI NIH HHS R01 HL126136NHLBI NIH HHS R01 HL131532NHLBI NIH HHS R01 HL141434NHLBI NIH HHS R01 HL142983NHLBI NIH HHS R01 HL143227NHLBI NIH HHS U54 HL120163NIA NIH HHS R01 AG066010NIDDK NIH HHS R01 DK080739
6 · The paper itself

Abstract

backgroundShort-term blood pressure variability (BPV) is associated with arterial stiffness in patients with hypertension. Few studies have examined associations between arterial stiffness and digital home BPV over a mid- to long-term time span, irrespective of underlying hypertension.

objectiveThis study aims to investigate if arterial stiffness traits were associated with subsequent mid- to long-term home BPV in the electronic Framingham Heart Study (eFHS). We hypothesized that higher arterial stiffness was associated with higher home BPV over up to 1-year follow-up.

methodsAt a Framingham Heart Study research examination (2016-2019), participants underwent arterial tonometry to acquire measures of arterial stiffness (carotid-femoral pulse wave velocity [CFPWV]; forward pressure wave amplitude [FWA]) and wave reflection (reflection coefficient [RC]). Participants who agreed to enroll in eFHS were provided with a digital blood pressure (BP) cuff to measure home BP weekly over up to 1-year follow-up. Participants with less than 3 weeks of BP readings were excluded. Linear regression models were used to examine associations of arterial measures with average real variability (ARV) of week-to-week home systolic (SBP) and diastolic (DBP) BP adjusting for important covariates. We obtained ARV as an average of the absolute differences of consecutive home BP measurements. ARV considers not only the dispersion of the BP readings around the mean but also the order of BP readings. In addition, ARV is more sensitive to measurement-to-measurement BPV compared with traditional BPV measures.

resultsAmong 857 eFHS participants (mean age 54, SD 9 years; 508/857, 59% women; mean SBP/DBP 119/76 mm Hg; 405/857, 47% hypertension), 1 SD increment in FWA was associated with 0.16 (95% CI 0.09-0.23) SD increments in ARV of home SBP and 0.08 (95% CI 0.01-0.15) SD increments in ARV of home DBP; 1 SD increment in RC was associated with 0.14 (95% CI 0.07-0.22) SD increments in ARV of home SBP and 0.11 (95% CI 0.04-0.19) SD increments in ARV of home DBP. After adjusting for important covariates, there was no significant association between CFPWV and ARV of home SBP, and similarly, no significant association existed between CFPWV and ARV of home DBP (P>.05).

conclusionsIn eFHS, higher FWA and RC were associated with higher mid- to long-term ARV of week-to-week home SBP and DBP over 1-year follow-up in individuals across the BP spectrum. Our findings suggest that higher aortic stiffness and wave reflection are associated with higher week-to-week variation of BP in a home-based setting over a mid- to long-term time span.

Indexed as

arterial stiffnessblood pressureblood pressure variabilitymHealthmobile healthrisk factors

Identifiers

PMID38587880
PMCPMC11036191
OpenAlexW4392313281

What OpenQuestion holds

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Registered trials

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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 OpenQuestion graph.