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Visualizing Cardiac Motion Using Subcutaneously Measured Electrocardiography and Three-Axis Acceleration: Day-to-Day Comparability and Event-Related Changes in Congestive Heart Failure Patients.

Publication ,  Journal Article
Fryc, B; Facchi, I; Cikes, M; Anic, A; Neuzil, P; Reddy, V; Fudim, M; Kridner, D; Bang, J; Wetterling, F
Published in: Annu Int Conf IEEE Eng Med Biol Soc
July 2025

Continuous monitoring of cardiac motion offers valuable insights into heart failure (HF) progression and management. This study explores a method to visualize heart motion trajectories from a novel subcutaneous sensor by integrating electrocardiogram (ECG) data with data from a three-axis accelerometer. The area of the plane covered by those trajectories may enable assessing changing cardiac function quantitatively. During systole the trajectories clearly showed multi-axial mechanical motion of the contracting chest following the cardiac ejection of blood from the left ventricle into the systemic circulation. Consistent daily trajectory patterns were observed in a stable individual on eight different days as their systolic area covered was comparable in size (0.0140mm2 ± 0.054mm2) and orientation. Four Patients that experienced five congestive heart failure events (CHF) showed a reduced systolic plane prior to clinical deterioration as the systolic trajectory area covered was significantly reduced compared to baseline (0.0061mm2 ± 0.0044mm2 at the event versus 0.0158mm2 ± 0.0096mm2 at baseline, p<0.05). Previous research reported qualitatively similar trajectories in healthy volunteers using non-invasive sensors. Additionally, while devices such as other subcutaneous monitoring implants have been evaluated for monitoring ECG and impedance changes in patients with HF, the potential of subcutaneous three-dimensional acceleration measurements remains unexplored. Our findings suggest that this integrated approach could enhance remote monitoring, early detection of decompensation, and personalized treatment strategies for HF patients.Clinical Relevance-This study reports a more intuitive means to display ECG and three-axis acceleration data from a novel subcutaneous sensor. The raw data is converted to cardiac displacement trajectories. The results show that the cardiac motion range reduced in heart failure patients that experienced congestion and heart failure related events.

Duke Scholars

Published In

Annu Int Conf IEEE Eng Med Biol Soc

DOI

EISSN

2694-0604

Publication Date

July 2025

Volume

2025

Start / End Page

1 / 4

Location

United States

Related Subject Headings

  • Middle Aged
  • Male
  • Humans
  • Heart Failure
  • Heart
  • Female
  • Electrocardiography
  • Aged
  • Acceleration
 

Citation

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MLA
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Fryc, B., Facchi, I., Cikes, M., Anic, A., Neuzil, P., Reddy, V., … Wetterling, F. (2025). Visualizing Cardiac Motion Using Subcutaneously Measured Electrocardiography and Three-Axis Acceleration: Day-to-Day Comparability and Event-Related Changes in Congestive Heart Failure Patients. Annu Int Conf IEEE Eng Med Biol Soc, 2025, 1–4. https://doi.org/10.1109/EMBC58623.2025.11253263
Fryc, Bartlomiej, Ilaria Facchi, Maja Cikes, Ante Anic, Petr Neuzil, Vivek Reddy, Marat Fudim, Deb Kridner, Jaeson Bang, and Friedrich Wetterling. “Visualizing Cardiac Motion Using Subcutaneously Measured Electrocardiography and Three-Axis Acceleration: Day-to-Day Comparability and Event-Related Changes in Congestive Heart Failure Patients.Annu Int Conf IEEE Eng Med Biol Soc 2025 (July 2025): 1–4. https://doi.org/10.1109/EMBC58623.2025.11253263.
Fryc, Bartlomiej, et al. “Visualizing Cardiac Motion Using Subcutaneously Measured Electrocardiography and Three-Axis Acceleration: Day-to-Day Comparability and Event-Related Changes in Congestive Heart Failure Patients.Annu Int Conf IEEE Eng Med Biol Soc, vol. 2025, July 2025, pp. 1–4. Pubmed, doi:10.1109/EMBC58623.2025.11253263.
Fryc B, Facchi I, Cikes M, Anic A, Neuzil P, Reddy V, Fudim M, Kridner D, Bang J, Wetterling F. Visualizing Cardiac Motion Using Subcutaneously Measured Electrocardiography and Three-Axis Acceleration: Day-to-Day Comparability and Event-Related Changes in Congestive Heart Failure Patients. Annu Int Conf IEEE Eng Med Biol Soc. 2025 Jul;2025:1–4.

Published In

Annu Int Conf IEEE Eng Med Biol Soc

DOI

EISSN

2694-0604

Publication Date

July 2025

Volume

2025

Start / End Page

1 / 4

Location

United States

Related Subject Headings

  • Middle Aged
  • Male
  • Humans
  • Heart Failure
  • Heart
  • Female
  • Electrocardiography
  • Aged
  • Acceleration