Evidence map›Paper›PMID 29967036›Full record

ArticleHypertension (Dallas, Tex. : 1979)2018

Advanced and Accurate Mobile Health Tracking Devices Record New Cardiac Vital Signs.

Brian D Modena, Otmane Bellahsen, Nima Nikzad, Angela Chieh, Nathan Parikh, Danielle Marie Dufek, Gail Ebner, Eric J Topol, Steven Steinhubl

Erratum issuedAbstract read
In one paragraph

Article in Hypertension (Dallas, Tex. : 1979), 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 8 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
8citing papers in PubMed, 1 pooled it
–field-weighted citation impact
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

8 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Telemonitoring of Real-World Health Data in Cardiology: A Systematic Review.International journal of environmental research and public health · 2021
    Pooled it
  2. Role of telemedicine in cardiovascular care in low- and middle-income countries (LMICs).American heart journal plus : cardiology research and practice · 2026
    Review
  3. Review
  4. Article
  5. Review
  6. Article
  7. Article
  8. Activity Tracking's Newest Companion: Pulse Wave Velocity.Hypertension (Dallas, Tex. : 1979) · 2018
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

9 authors.

Brian D ModenaFrom the Research Division of the Scripps Translational Science Institute, The Scripps Research Institute, La Jolla, CA (B.D.M., N.N., N.P., D.M.D., G.E., E.J.T., S.S.) bmodena@scripps.edu.
Otmane BellahsenDivision of Digital Health, Withings, Paris, France (O.B., A.C.).
Nima NikzadFrom the Research Division of the Scripps Translational Science Institute, The Scripps Research Institute, La Jolla, CA (B.D.M., N.N., N.P., D.M.D., G.E., E.J.T., S.S.).
Angela ChiehDivision of Digital Health, Withings, Paris, France (O.B., A.C.).
Nathan ParikhFrom the Research Division of the Scripps Translational Science Institute, The Scripps Research Institute, La Jolla, CA (B.D.M., N.N., N.P., D.M.D., G.E., E.J.T., S.S.).
Danielle Marie DufekFrom the Research Division of the Scripps Translational Science Institute, The Scripps Research Institute, La Jolla, CA (B.D.M., N.N., N.P., D.M.D., G.E., E.J.T., S.S.).
Gail EbnerFrom the Research Division of the Scripps Translational Science Institute, The Scripps Research Institute, La Jolla, CA (B.D.M., N.N., N.P., D.M.D., G.E., E.J.T., S.S.).
Eric J TopolFrom the Research Division of the Scripps Translational Science Institute, The Scripps Research Institute, La Jolla, CA (B.D.M., N.N., N.P., D.M.D., G.E., E.J.T., S.S.).
Steven SteinhublFrom the Research Division of the Scripps Translational Science Institute, The Scripps Research Institute, La Jolla, CA (B.D.M., N.N., N.P., D.M.D., G.E., E.J.T., S.S.).

Funding

Technology to Empower Changes in Health (TECH) Network Participant Technologies CenterU24OD023176 · OD · SCRIPPS RESEARCH INSTITUTE, THE · PI TOPOL, ERIC JEFFREY · 2016 to 2022
$204.7M
Scripps Translational Science InstituteUL1TR001114 · NCATS · SCRIPPS RESEARCH INSTITUTE, THE · PI TOPOL, ERIC JEFFREY · 2013 to 2017
$24.0M
Scripps Translational Science InstituteKL2TR001112 · NCATS · SCRIPPS RESEARCH INSTITUTE, THE · PI TOPOL, ERIC JEFFREY · 2013 to 2017
$3.0M
Genomic Analysis of Epithelial Growth and Repair Mechanisms in Aspirin Exacerbated Respiratory DiseaseK23HL144418 · NHLBI · SCRIPPS RESEARCH INSTITUTE, THE · PI MODENA, BRIAN DAVID · 2018 to 2021
$502k
NCATS NIH HHS KL2 TR001112NCATS NIH HHS UL1 TR001114NHLBI NIH HHS K23 HL144418NIH HHS U24 OD023176
6 · The paper itself

Abstract

Cardiovascular disease remains the leading cause of death and disease worldwide. As demands on an already resource-constrained healthcare system intensify, disease prevention in the future will likely depend on out-of-office monitoring of cardiovascular risk factors. Mobile health tracking devices that can track blood pressure and heart rate, in addition to new cardiac vital signs, such as physical activity level and pulse wave velocity (PWV), offer a promising solution. An initial barrier is the development of accurate and easily-scalable platforms. In this study, we made a customized smartphone app and used mobile health devices to track PWV, blood pressure, heart rate, physical activity, sleep duration, and multiple lifestyle risk factors in ≈250 adults for 17 continual weeks. Eligible participants were identified by a company database and then were consented and enrolled using only a smartphone app, without any special training given. Study participants reported high overall satisfaction, and 73% of participants were able to measure blood pressure and PWV, <1 hour apart, for at least 14 of 17 weeks. The study population's blood pressure, PWV, heart rate, activity levels, sleep duration, and the interrelationships among these measurements were found to closely match either population averages or values obtained from studies performed in a controlled setting. As a proof-of-concept, we demonstrated the accuracy and ease, as well as many challenges, of using mHealth technology to accurately track PWV and new cardiovascular vital signs at home.

Indexed as

Blood PressureBlood Pressure DeterminationCardiovascular DiseasesEquipment DesignFemaleFollow-Up StudiesHeart RateHumansMaleMiddle AgedPulse Wave AnalysisReproducibility of ResultsRetrospective StudiesTelemedicineblood pressurecardiovascular diseasehypertensionsmartphonevital signs

Identifiers

PMID29967036
PMCPMC6044460

What OpenQuestion holds

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Registered trials

None linked

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.