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Updated: Jul 13, 2026

Simultaneous Brightfield, Fluorescence, and Optical Coherence Tomographic Imaging of Contracting Cardiac Trabeculae Ex Vivo
Published on: October 2, 2021
Cross-correlation quantification of dyssynchrony: a new method for quantifying the synchrony of contraction and
Brandon K Fornwalt1, Takeshi Arita, Mohit Bhasin
1Emory University School of Medicine, Atlanta, Georgia 30322, USA. bfornwa@emory.edu
Background:
Quantification of left ventricular dyssynchrony using Doppler tissue imaging may improve selection of patients who will benefit from cardiac resynchronization therapy. Most methods used to quantify dyssynchrony use a time-to-peak analysis, which is quantitatively simplistic and requires manual identification of systole and selection of peak velocities.
Methods:
We developed and tested a new, highly automatable dyssynchrony parameter, cross-correlation delay (XCD), that does not require identification of systole or manual selection of peak systolic velocities. XCD uses all velocity data points from 3 consecutive beats (approximately 420 points). We tested XCD on 11 members of a positive control group (responders to cardiac resynchronization therapy with a >or=15% reduction in left ventricular end-systolic volume) and 12 members of a negative control group (normal 12-lead electrocardiogram and 2-dimensional echocardiogram findings). We compared XCD to septal-to-lateral delay in time-to-peak (SLD), maximum difference in the basal 2- or 4-chamber times to peak (MaxDiff), and SD of the 12 basal and midwall times-to-peak (Ts-SD).
Results:
XCD and Ts-SD were significantly different between the positive and negative control groups (both P
Conclusion:
XCD is superior to existing parameters at discriminating patients with left ventricular dyssynchrony from those with normal function.
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