Apple Heart Study: Assessment of Wristwatch-Based Photoplethysmography to Identify Cardiac Arrhythmias
Study Overview
Status
Status
Conditions
Conditions
Intervention / Treatment
Intervention / Treatment
Study Type
Study Type
Enrollment (Actual)
Enrollment
Phase
Phase
- Not Applicable
Contacts and Locations
Study Locations
-
-
California
-
Stanford, California, United States, 94304
- Stanford University
-
-
Participation Criteria
Eligibility Criteria
Eligibility Criteria
Ages Eligible for Study
Accepts Healthy Volunteers
Genders Eligible for Study
Description
Inclusion Criteria:
Possession of the following at time of eligibility screening, ascertained from automatic hardware/software/device pairing check:
- iPhone (5s or later) with iOS version 11.0 or later defined as iPhone model/iOS version used to complete screening eligibility.
- Apple Watch (Series 1 or later) with watchOS version 4.0 or later defined as Apple Watch model/watchOS paired with iPhone used to complete screening eligibility.
- Current resident of the United States at time of eligibility screening, defined by self-reported state of residence within the 50 states of the United States or District of Columbia.
- Proficient in written and spoken English, defined by self-report of comfort reading, writing, and speaking English on iPhone.
- Valid phone number associated with iPhone, ascertained from self-report.
- Valid email address, ascertained from self-report.
Exclusion Criteria:
- Self-reported diagnosis of Atrial Fibrillation.
- Self-reported diagnosis of Atrial Flutter.
- Currently on anti-coagulation therapy.
Study Plan
How is the study designed?
Design Details
- Primary Purpose: Screening
- Allocation: N/A
- Interventional Model: Single Group Assignment
- Masking: None (Open Label)
Number of Arms
Arms and Interventions
Participant Group / ArmParticipant Group / Arm |
Intervention / TreatmentIntervention / Treatment |
|---|---|
|
Experimental: Apple Heart Study App
|
The Apple Heart Study app is a mobile medical app that analyzes pulse rate data.
The app identifies episodes of irregular heart rhythms consistent with atrial fibrillation and other arrhythmias.
|
What is the study measuring?
Primary Outcome Measures
Primary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Atrial Fibrillation (AF) of Greater Than 30 Seconds
Time Frame: During ambulatory ECG monitoring (up to 8 days)
|
Proportion of notified participants who received an irregular pulse notification and that had AF detected on the ambulatory ECG.
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During ambulatory ECG monitoring (up to 8 days)
|
|
Confirmed AF With a Detection by a Component of the App
Time Frame: During ambulatory ECG monitoring (up to 8 days)
|
Simultaneous ambulatory ECG monitoring indicating an irregular rhythm consistent with AF during time intervals when an app component (tachogram) is positive for an irregular pulse among those who received an irregular heartbeat notification.
|
During ambulatory ECG monitoring (up to 8 days)
|
Secondary Outcome Measures
Secondary Outcome Measures
Outcome Measure |
Measure Description |
Time Frame |
|---|---|---|
|
Concordant AF With App Algorithm Notification
Time Frame: During ambulatory ECG monitoring (up to 8 days)
|
Simultaneous ambulatory ECG monitoring indicating an irregular rhythm consistent with AF when the app based algorithm is positive for an irregular pulse among those who received a notification.
|
During ambulatory ECG monitoring (up to 8 days)
|
|
Self-reported Contact With a Health Care Provider
Time Frame: 90 days to 15 months
|
Percentage of participant who self-reported contact with a health care provider within 90 days following an irregular pulse watch notification.
Participants could self-report this health-care provider contact from 90 days following notification until the study survey went offline at end of study.
|
90 days to 15 months
|
Collaborators and Investigators
Sponsor
Sponsor
Collaborators
Collaborators
Investigators
Investigators
- Principal Investigator: Minang (Mintu) Turakhia, MD, MAS, Stanford University
- Principal Investigator: Marco V. Perez, MD, Stanford University
Publications and helpful links
General Publications
- Garcia A, Balasubramanian V, Lee J, Gardner R, Gummidipundi S, Hung G, Ferris T, Cheung L, Granger C, Kowey P, Rumsfeld J, Russo A, Hills MT, Talati N, Nag D, Stein J, Tsay D, Desai S, Mahaffey K, Turakhia M, Perez M, Hedlin H, Desai M. Lessons learned in the Apple Heart Study and implications for the data management of future digital clinical trials. J Biopharm Stat. 2022 May 4;32(3):496-510. doi: 10.1080/10543406.2022.2080698. Epub 2022 Jun 12.
- Perez MV, Mahaffey KW, Hedlin H, Rumsfeld JS, Garcia A, Ferris T, Balasubramanian V, Russo AM, Rajmane A, Cheung L, Hung G, Lee J, Kowey P, Talati N, Nag D, Gummidipundi SE, Beatty A, Hills MT, Desai S, Granger CB, Desai M, Turakhia MP; Apple Heart Study Investigators. Large-Scale Assessment of a Smartwatch to Identify Atrial Fibrillation. N Engl J Med. 2019 Nov 14;381(20):1909-1917. doi: 10.1056/NEJMoa1901183.
- Turakhia MP, Desai M, Hedlin H, Rajmane A, Talati N, Ferris T, Desai S, Nag D, Patel M, Kowey P, Rumsfeld JS, Russo AM, Hills MT, Granger CB, Mahaffey KW, Perez MV. Rationale and design of a large-scale, app-based study to identify cardiac arrhythmias using a smartwatch: The Apple Heart Study. Am Heart J. 2019 Jan;207:66-75. doi: 10.1016/j.ahj.2018.09.002. Epub 2018 Sep 8.
Helpful Links
Study record dates
Study Major Dates
Study Start (Actual)
Study Start
Primary Completion (Actual)
Primary Completion
Study Completion (Actual)
Study Completion
Study Registration Dates
First Submitted
First Submitted
First Submitted That Met QC Criteria
First Submitted That Met QC Criteria
First Posted (Actual)
First Posted
Study Record Updates
Last Update Posted (Actual)
Last Update Posted
Last Update Submitted That Met QC Criteria
Last Update Submitted That Met QC Criteria
Last Verified
Last Verified
More Information
Terms related to this study
Additional Relevant MeSH Terms
Other Study ID Numbers
Other Study ID Numbers
- 1.0
Plan for Individual participant data (IPD)
Plan to Share Individual Participant Data (IPD)?
Drug and device information, study documents
Studies a U.S. FDA-regulated drug product
Studies a U.S. FDA-regulated device product
product manufactured in and exported from the U.S.
This information was retrieved directly from the website clinicaltrials.gov without any changes. If you have any requests to change, remove or update your study details, please contact register@clinicaltrials.gov. As soon as a change is implemented on clinicaltrials.gov, this will be updated automatically on our website as well.
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