Design and Rationale of the Assessment of the MindMics Recording System

Design and Rationale of the Assessment of the Mindmics Recording System to Collect Data to Facilitate the Development of an Algorithm to Discriminate Atrial Fibrillation From Sinus Rhythm

MindMics earbuds is a new technology designed enhance an individual's quality of life by continuously monitoring the heart rate, stress, and blood pressure allowing patients to make decisions regarding their health. MindMics has a working prototype of the ear buds which will perform all the conventional tasks of earbuds (listen to music, etc.), but, in addition, will measure heart rate, stress, blood pressure. The earbuds capture the sounds made by the various cardiac structures pulsing and moving blood. The sound is caused by the acceleration and deceleration of blood and the turbulence developed during rapid blood flow.

Study Overview

• Status: Completed
• Conditions: Atrial Fibrillation; Arrythmia
• Intervention / Treatment: Device: MindMics

Detailed Description

Introduction:

This study will evaluate the efficacy of the MindMics earbud recording apparatus to record data from patients with known atrial fibrillation as well as those in sinus rhythm. Patients in the clinic and patients with atrial fibrillation scheduled to undergo elective direct-current cardioversion will be the chosen subjects. This process will select a variety of patients to allow evaluation of the Mindmics apparatus's ability to collect data from patients with normal as well as abnormal cardiac rhythms.

Hypotheses

The MindMics earbud device is capable of recording normal cardiac rhythms in patients noninvasively using earbud device in a noninvasive manner. The same apparatus may be capable of discerning atrial fibrillation compared with normal sinus rhythm. This will be evaluated by collecting information from patients with atrial fibrillation in the office as well as those scheduled to undergo an elective direct-current cardioversion procedure. A timed recording of the clinical rhythm while wearing the apparatus will allow simultaneous recording of data from an ECG recording (documenting the patient's clinical arrhythmia) at the same time the MindMics earbud records its data obtained during the ECG recording of the patient's rhythm. For those patient scheduled for direct current cardioversion, the patient will undergo the direct-current cardioversion and a second recording will be obtained during sinus rhythm afterwards allowing an appropriate comparison of the differences in the recording sets.

The objective is to demonstrate differences between recordings made in atrial fibrillation and those in sinus rhythm that can be used to develop an algorithm allow discernment between atrial fibrillation and sinus rhythm.

OVERALL DESIGN

This study is designed to collect sequential patient's in a nonrandomized unblinded procedure designed to collect information using the apparatus to document its capability of recording cardiac rhythm data, then using this recorded data to determine whether the patient has an abnormal cardiac rhythm. Initial efforts will be directed to develop an algorithm to detect atrial fibrillation.

Patients will be recruited from inpatients at Palmetto Tuomey Medical center or in the outpatient office during routine office visits for patients with clinical arrhythmias for elective recording for group 1. Group 2 patients will be recruited prior to direct-current cardioversion. Both groups will be explained the study, what is their participation, potential risk and expectations for their participation in the study.

Once selected each patient will be required to sign a study protocol consent form before actual entry into the study. Once the consent is completed, the patients will be connected to the Mindmics apparatus as well as an electrocardiographic recording system. The study participant will lie quietly collecting simultaneous electrocardiographic data and data from the Mindmics earbuds. Group 1 patients will be identified as outpatients during their routine office visits will have 15 minutes of recording in a patient examination room during the office visit. Group 2 patients undergoing Direct-Current Cardioversion will have 15 minutes of recording prior to the cardioversion procedure and 15 minutes of recording after completion of the cardioversion procedure.

NUMBER OF PARTICIPANTS

Approximately 25 patients will be recruited for group 1 from inpatient or outpatient office visits. These patients will have persistent atrial fibrillation during the office visit. If necessary would consider increasing the total number of patients to 50 in this group Approximately 25 patients will be recruited for group 2 prior to direct-current cardioversion allowing collection of data from before and after cardioversion to document differences in recordings during sinus rhythm after having successful cardioversion from atrial fibrillation. While certainly some patients will revert back to atrial fibrillation and not have periods of sinus rhythm is anticipated the vast majority of patients will have successful cardioversions long enough to record at least the 15 minutes post cardioversion in sinus rhythm. If necessary would consider increasing the total number of patients to 50 in this group

DURATION The total duration of involvement for each study participant is for the duration of the recording interval. Group 1 participants will have a 15-minute recording interval while those in group to will have 2 sessions of 15 minutes each separated by the direct current cardioversion. No further participation will be required.

All data collected during the study will be kept by Mindmics. All data collected in the study will be de-identified

OUTCOME MEASURES and STATISTICAL ANALYSIS

Each recording will be evaluated by Mindmics to evaluate the ability of the recording apparatus to provide data that would lead to clear discernment of the patient's cardiac rhythm as well as rate related phenomena. At this juncture, it is anticipated the collected data will be used to develop and test algorithms yet to be developed and to make clinical determinations of the cardiac rhythms.

Initial data will be evaluated to determine if the Mindmics earbuds are capable of discriminating atrial fibrillation from normal sinus rhythm. For that reason, it is not possible to suggest a statistical method until it is determined the device data can be used to evaluate differences in cardiac rhythm.

SAFETY

There is no potential harm or injury associated with the research. The probability and magnitude of harm or discomfort anticipated in the research are not greater than those ordinarily encountered in daily life or during the performance of routine physical or psychological examinations or tests. There are no potential risks with respect to psychological, sociological, economic, or legal. The overall risk of the device in minimum.

Potential Benefit to Participants This study is performed in such a manner that it is not anticipated there would be an ability to provide diagnostic data that may be helpful for the study participants.

• Study Type: Observational
• Enrollment (Actual): 29

Contacts and Locations

Study Locations

• United States
  • South Carolina
    • Sumter, South Carolina, United States, 29150
      • Prisma Health

Participation Criteria

Eligibility Criteria

• Ages Eligible for Study: Child; Adult; Older Adult
• Accepts Healthy Volunteers: No
• Genders Eligible for Study: All

• Sampling Method: Non-Probability Sample

Study Population

Approximately 25 patients will be recruited for group 1 from inpatient or outpatient office visits.

Approximately 25 patients will be recruited for group 2 prior to direct-current cardioversion allowing collection of data from before and after cardioversion to document differences in recordings during sinus rhythm after having successful cardioversion from atrial fibrillation.

Description

Inclusion Criteria:

• AFib

Exclusion Criteria:

• N/A

Study Plan

How is the study designed?

Design Details

• Observational Models: Cohort
• Time Perspectives: Cross-Sectional

Number of groups / cohorts

2

Cohorts and Interventions

Group / Cohort	Intervention / Treatment
Patients with AFib	Device: MindMics; Patients rhythms was recorded using MindMics device
Normal patients; Normal patients without AFib	Device: MindMics; Patients rhythms was recorded using MindMics device

What is the study measuring?

Primary Outcome Measures

Outcome Measure	Measure Description	Time Frame
Performance of the MindMics device for detecting Atrial Fibrillation based on inter-beat intervals	Sensitivity and specificity for detecting Atrial Fibrillation using inter-beat intervals and statistical measures based on inter-beat intervals	30 minutes

Collaborators and Investigators

• Sponsor: MindMics Inc

Study record dates

Study Major Dates

• Study Start (Actual): March 24, 2020
• Primary Completion (Actual): January 31, 2021
• Study Completion (Actual): January 31, 2021

Study Registration Dates

• First Submitted: October 18, 2021
• First Submitted That Met QC Criteria: November 1, 2021
• First Posted (Actual): November 2, 2021

Study Record Updates

• Last Update Posted (Actual): November 2, 2021
• Last Update Submitted That Met QC Criteria: November 1, 2021
• Last Verified: November 1, 2021

More Information

Terms related to this study

• Additional Relevant MeSH Terms: Pathologic Processes; Heart Diseases; Cardiovascular Diseases; Arrhythmias, Cardiac; Atrial Fibrillation
• Other Study ID Numbers: Pro00096535

Plan for Individual participant data (IPD)

• Plan to Share Individual Participant Data (IPD)?: No

Drug and device information, study documents

• Studies a U.S. FDA-regulated drug product: No
• Studies a U.S. FDA-regulated device product: No
• product manufactured in and exported from the U.S.: No