Importance of the heart vector origin point definition for an ECG analysis: The Atherosclerosis Risk in Communities (ARIC) study

Erick Andres Perez-Alday, Yin Li-Pershing, Aron Bender, Christopher Hamilton, Jason A. Thomas, Kyle Johnson, Tiffany L. Lee, Ryan Gonzales, Aaron Li, Kelley Newton, Larisa G. Tereshchenko

    Research output: Contribution to journalArticle

    5 Scopus citations

    Abstract

    Aim: Our goal was to investigate the effect of a global XYZ median beat construction and the heart vector origin point definition on predictive accuracy of ECG biomarkers of sudden cardiac death (SCD). Methods: Atherosclerosis Risk In Community study participants with analyzable digital ECGs were included (n = 15,768; 55% female, 73% white, mean age 54.2 ± 5.8 y). We developed an algorithm to automatically detect the heart vector origin point on a median beat. Three different approaches to construct a global XYZ beat and two methods to locate origin point were compared. Global electrical heterogeneity was measured by sum absolute QRST integral (SAI QRST), spatial QRS-T angle, and spatial ventricular gradient (SVG) magnitude, azimuth, and elevation. Adjudicated SCD served as the primary outcome. Results: There was high intra-observer (kappa 0.972) and inter-observer (kappa 0.984) agreement in a heart vector origin definition between an automated algorithm and a human. QRS was wider in a median beat that was constructed using R-peak alignment than in time-coherent beat (88.1 ± 16.7 vs. 83.7 ± 15.9 ms; P < 0.0001), and on a median beat constructed using QRS-onset as a zeroed baseline, vs. isoelectric origin point (86.7 ± 15.9 vs. 83.7 ± 15.9 ms; P < 0.0001). ROC AUC was significantly larger for QRS, QT, peak QRS-T angle, SVG elevation, and SAI QRST if measured on a time-coherent median beat, and for SAI QRST and SVG magnitude if measured on a median beat using isoelectric origin point. Conclusion: Time-coherent global XYZ median beat with physiologically meaningful definition of the heart vector's origin point improved predictive accuracy of SCD biomarkers.

    Original languageEnglish (US)
    Pages (from-to)127-138
    Number of pages12
    JournalComputers in Biology and Medicine
    Volume104
    DOIs
    StatePublished - Jan 2019

    Keywords

    • Electrocardiography
    • Electrocardiology
    • Median beat
    • Origin point
    • Sudden cardiac death
    • Vectorcardiogram
    • Vectorcardiography

    ASJC Scopus subject areas

    • Computer Science Applications
    • Health Informatics

    Fingerprint Dive into the research topics of 'Importance of the heart vector origin point definition for an ECG analysis: The Atherosclerosis Risk in Communities (ARIC) study'. Together they form a unique fingerprint.

  • Cite this

    Perez-Alday, E. A., Li-Pershing, Y., Bender, A., Hamilton, C., Thomas, J. A., Johnson, K., Lee, T. L., Gonzales, R., Li, A., Newton, K., & Tereshchenko, L. G. (2019). Importance of the heart vector origin point definition for an ECG analysis: The Atherosclerosis Risk in Communities (ARIC) study. Computers in Biology and Medicine, 104, 127-138. https://doi.org/10.1016/j.compbiomed.2018.11.013