Heart Failure Monitoring With Eko Electronic Stethoscopes (CardioMEMS)
1 other identifier
observational
17
1 country
2
Brief Summary
This study will enroll heart failure (HF) patients who are under active management with an implanted pulmonary artery pressure sensor (CardioMEMS). Subjects will be provided an electronic stethoscope (the Eko DUO) to take at-home heart sound, lung sound, and ECG recordings in conjunction with regimented CardioMEMS measurements. These two datasets will be used to confirm whether an AI/ML model to track HF status can be developed.
Trial Health
Trial Health Score
Automated assessment based on enrollment pace, timeline, and geographic reach
participants targeted
Target at below P25 for all trials
Started Feb 2021
Typical duration for all trials
2 active sites
Health score is calculated from publicly available data and should be used for screening purposes only.
Trial Relationships
Click on a node to explore related trials.
Study Timeline
Key milestones and dates
Study Start
First participant enrolled
February 1, 2021
CompletedFirst Submitted
Initial submission to the registry
September 9, 2021
CompletedFirst Posted
Study publicly available on registry
October 15, 2021
CompletedPrimary Completion
Last participant's last visit for primary outcome
April 1, 2023
CompletedStudy Completion
Last participant's last visit for all outcomes
May 1, 2023
CompletedFebruary 25, 2025
February 1, 2025
2.2 years
September 9, 2021
February 24, 2025
Conditions
Outcome Measures
Primary Outcomes (1)
Correlation between AI/ML model output and the ground-truth of CardioMEMS PA pressure measurements.
The primary objective of this proof of concept study is to demonstrate whether Eko data scientists can create an artificial intelligence machine learning (AI/ML) model of pulmonary artery (PA) pressures by analyzing sound and electrical (ECG) signals of heart activity captured by the non-invasive, FDA-cleared, Eko DUO electronic stethoscope.
6 months
Secondary Outcomes (2)
Composite of the incidence of poor-quality ECG or PCG data and tabulation of patient compliance with the data measurement schedule
6 months
Intra-subject reproducibility of measured variables
6 months
Study Arms (1)
Study Population
Subjects with implanted CardioMEMS who are compliant with their measurements.
Interventions
Each subject will take an Eko DUO device home and take DUO recordings immediately before or after their prescribed CardioMEMS measurements. The DUO recordings will be taken at 3 predefined chest locations: the right upper sternal border, left upper sternal border, and right anterolateral. Each DUO recording lasts about 15 seconds. The total time per recording session is expected to be 2-4 minutes, which allows for time between recordings and any potential repeat recordings. Study participation will last for 90 days.
Eligibility Criteria
Patients will be identified via the medical center's registry of patients who are actively managed with CardioMEMS. Alternatively, the center's schedule of CardioMEMS implantations will be monitored for potential subjects with newly implanted CardioMEMS.
You may qualify if:
- Aged 18 years and older
- Patient or healthcare proxy willing to give written informed consent to participate
- Presence of an implanted CardioMEMS device or imminent implantation of a CardioMEMS device
- Expressed willingness to take DUO recordings immediately before or after taking their CardioMEMS measurements, on the same schedule prescribed by their physician
- Functioning iOS or Android smartphone or tablet that can download and run the companion Eko application
- Access to WiFi or cellular data connection at home
You may not qualify if:
- Patient or healthcare proxy is unwilling or unable to give written informed consent
- Patient is enrolled in another study that may interfere with the observations from this study
- Acute pericarditis
- Healing chest wall wounds (e.g., sternotomy or thoracotomy)
Contact the study team to confirm eligibility.
Sponsors & Collaborators
- Eko Devices, Inc.lead
- Columbia Universitycollaborator
- Sentara Norfolk General Hospitalcollaborator
Study Sites (2)
Columbia University Irving Medical Center
New York, New York, 10032, United States
Sentara Cardiovascular Research Institute
Norfolk, Virginia, 22191, United States
Related Publications (20)
Brugts JJ, Veenis JF, Radhoe SP, Linssen GCM, van Gent M, Borleffs CJW, van Ramshorst J, van Pol P, Tukkie R, Spee RF, Emans ME, Kok W, van Halm V, Handoko L, Beeres SLMA, Post MC, Boersma E, Lenzen MJ, Manintveld OC, Koffijberg H, van Baal P, Versteegh M, Smilde TD, van Heerebeek L, Rienstra M, Mosterd A, Delnoy PPH, Asselbergs FW, Brunner-La Rocca HP, de Boer RA. A randomised comparison of the effect of haemodynamic monitoring with CardioMEMS in addition to standard care on quality of life and hospitalisations in patients with chronic heart failure : Design and rationale of the MONITOR HF multicentre randomised clinical trial. Neth Heart J. 2020 Jan;28(1):16-26. doi: 10.1007/s12471-019-01341-9.
PMID: 31776915BACKGROUNDChaudhry SI, Mattera JA, Curtis JP, Spertus JA, Herrin J, Lin Z, Phillips CO, Hodshon BV, Cooper LS, Krumholz HM. Telemonitoring in patients with heart failure. N Engl J Med. 2010 Dec 9;363(24):2301-9. doi: 10.1056/NEJMoa1010029. Epub 2010 Nov 16.
PMID: 21080835BACKGROUNDDesai AS, Stevenson LW. Rehospitalization for heart failure: predict or prevent? Circulation. 2012 Jul 24;126(4):501-6. doi: 10.1161/CIRCULATIONAHA.112.125435. No abstract available.
PMID: 22825412BACKGROUNDDhruva SS, Krumholz HM. Championing Effectiveness Before Cost-Effectiveness. JACC Heart Fail. 2016 May;4(5):376-9. doi: 10.1016/j.jchf.2016.02.001. Epub 2016 Mar 30. No abstract available.
PMID: 27039130BACKGROUNDGivertz MM, Stevenson LW, Costanzo MR, Bourge RC, Bauman JG, Ginn G, Abraham WT; CHAMPION Trial Investigators. Pulmonary Artery Pressure-Guided Management of Patients With Heart Failure and Reduced Ejection Fraction. J Am Coll Cardiol. 2017 Oct 10;70(15):1875-1886. doi: 10.1016/j.jacc.2017.08.010.
PMID: 28982501BACKGROUNDInglis SC, Clark RA, McAlister FA, Ball J, Lewinter C, Cullington D, Stewart S, Cleland JG. Structured telephone support or telemonitoring programmes for patients with chronic heart failure. Cochrane Database Syst Rev. 2010 Aug 4;(8):CD007228. doi: 10.1002/14651858.CD007228.pub2.
PMID: 20687083BACKGROUNDJohnston M, Collins SP, Storrow AB. The third heart sound for diagnosis of acute heart failure. Curr Heart Fail Rep. 2007 Sep;4(3):164-8. doi: 10.1007/s11897-007-0036-z.
PMID: 17883993BACKGROUNDKilgore M, Patel HK, Kielhorn A, Maya JF, Sharma P. Economic burden of hospitalizations of Medicare beneficiaries with heart failure. Risk Manag Healthc Policy. 2017 May 10;10:63-70. doi: 10.2147/RMHP.S130341. eCollection 2017.
PMID: 28546776BACKGROUNDKoehler F, Winkler S, Schieber M, Sechtem U, Stangl K, Bohm M, Boll H, Baumann G, Honold M, Koehler K, Gelbrich G, Kirwan BA, Anker SD; Telemedical Interventional Monitoring in Heart Failure Investigators. Impact of remote telemedical management on mortality and hospitalizations in ambulatory patients with chronic heart failure: the telemedical interventional monitoring in heart failure study. Circulation. 2011 May 3;123(17):1873-80. doi: 10.1161/CIRCULATIONAHA.111.018473. Epub 2011 Mar 28.
PMID: 21444883BACKGROUNDMadias JE. The resting electrocardiogram in the management of patients with congestive heart failure: established applications and new insights. Pacing Clin Electrophysiol. 2007 Jan;30(1):123-8. doi: 10.1111/j.1540-8159.2007.00586.x.
PMID: 17241326BACKGROUNDSchmier JK, Ong KL, Fonarow GC. Cost-Effectiveness of Remote Cardiac Monitoring With the CardioMEMS Heart Failure System. Clin Cardiol. 2017 Jul;40(7):430-436. doi: 10.1002/clc.22696. Epub 2017 Mar 8.
PMID: 28272808BACKGROUNDSehatbakhsh, Samineh, Stephanie Hakimian, Yash Jobanputra, Rosmy Jimmy, Robert Chait, Mark Showronski, Kaustubh Kale, and Steven Borzak. 2018. "Assessment of LV Systolic Function Using Cardiac Time Intervals with an Acoustic Array Approach." Journal of Cardiac Failure 24 (8): S38.
BACKGROUNDStehlik J, Schmalfuss C, Bozkurt B, Nativi-Nicolau J, Wohlfahrt P, Wegerich S, Rose K, Ray R, Schofield R, Deswal A, Sekaric J, Anand S, Richards D, Hanson H, Pipke M, Pham M. Continuous Wearable Monitoring Analytics Predict Heart Failure Hospitalization: The LINK-HF Multicenter Study. Circ Heart Fail. 2020 Mar;13(3):e006513. doi: 10.1161/CIRCHEARTFAILURE.119.006513. Epub 2020 Feb 25.
PMID: 32093506BACKGROUNDSung, Shih-Hsien, Wen-Chung Yu, Hao-Min Cheng, Yu-Ping Chang, and Chen-Huan Chen. 2019. "USE OF ACOUSTIC CARDIOGRAPHY TO GUIDE OUTPATIENT THERAPY OF PATIENTS WITH ACUTE HEART FAILURE SYNDROME." Journal of the American College of Cardiology 63 (12 Supplement): A541.
BACKGROUNDToukhsati SR, Driscoll A, Hare DL. Patient Self-management in Chronic Heart Failure - Establishing Concordance Between Guidelines and Practice. Card Fail Rev. 2015 Oct;1(2):128-131. doi: 10.15420/cfr.2015.1.2.128.
PMID: 28785446BACKGROUND"Trends in Hospital Readmissions and Mortality Rates - American College of Cardiology." N.d. American College of Cardiology. Accessed April 2, 2020. https://www.acc.org/latest-in-cardiology/journal-scans/2019/07/10/09/53/evaluation-of-30-day-hospital-readmission.
BACKGROUNDVirani SS, Alonso A, Benjamin EJ, Bittencourt MS, Callaway CW, Carson AP, Chamberlain AM, Chang AR, Cheng S, Delling FN, Djousse L, Elkind MSV, Ferguson JF, Fornage M, Khan SS, Kissela BM, Knutson KL, Kwan TW, Lackland DT, Lewis TT, Lichtman JH, Longenecker CT, Loop MS, Lutsey PL, Martin SS, Matsushita K, Moran AE, Mussolino ME, Perak AM, Rosamond WD, Roth GA, Sampson UKA, Satou GM, Schroeder EB, Shah SH, Shay CM, Spartano NL, Stokes A, Tirschwell DL, VanWagner LB, Tsao CW; American Heart Association Council on Epidemiology and Prevention Statistics Committee and Stroke Statistics Subcommittee. Heart Disease and Stroke Statistics-2020 Update: A Report From the American Heart Association. Circulation. 2020 Mar 3;141(9):e139-e596. doi: 10.1161/CIR.0000000000000757. Epub 2020 Jan 29.
PMID: 31992061BACKGROUNDvan Walraven C, Jennings A, Forster AJ. A meta-analysis of hospital 30-day avoidable readmission rates. J Eval Clin Pract. 2012 Dec;18(6):1211-8. doi: 10.1111/j.1365-2753.2011.01773.x. Epub 2011 Nov 9.
PMID: 22070191BACKGROUNDZohrabian A, Kapp JM, Simoes EJ. The economic case for US hospitals to revise their approach to heart failure readmission reduction. Ann Transl Med. 2018 Aug;6(15):298. doi: 10.21037/atm.2018.07.30.
PMID: 30211186BACKGROUNDHulley SB, Cummings SR, Browner WS, Grady D, Newman TB. Designing Clinical Research: An Epidemiologic Approach. 4th ed. Philadelphia, PA: Lippincott Williams & Wilkins; 2013. Appendix 6C, p79.
BACKGROUND
MeSH Terms
Conditions
Condition Hierarchy (Ancestors)
Study Officials
- PRINCIPAL INVESTIGATOR
Deepak Talreja, MD
Sentara Healthcare
Study Design
- Study Type
- observational
- Observational Model
- COHORT
- Time Perspective
- PROSPECTIVE
- Sponsor Type
- INDUSTRY
- Responsible Party
- SPONSOR
Study Record Dates
First Submitted
September 9, 2021
First Posted
October 15, 2021
Study Start
February 1, 2021
Primary Completion
April 1, 2023
Study Completion
May 1, 2023
Last Updated
February 25, 2025
Record last verified: 2025-02