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Updated: Aug 13, 2026
Calculating Heart Rate Variability from ECG Data from Youth with Cerebral Palsy During Active Video Game Sessions
Published on: June 5, 2019
Dissection of long-range heart rate variability: controlled induction of prognostic measures by activity in the
Daniel Roach1, Wendy Wilson, Debbie Ritchie
1Cardiovascular Research Group, University of Calgary, Calgary, Alberta, Canada.
Objectives:
We sought to determine whether the long-range measures of heart rate variability (HRV)--the standard deviation of sequential 5-min heart period mean values (SDANN) and the heart period spectral amplitude in the ultra-low frequency band <0.0033 Hz (ULF)--had their origins partly in physical activity.
Background:
The SDANN and ULF are prognostic HRV factors whose physiologic origins are obscure. Their discontinuous presence throughout the day suggested that they arise from changes in heart period due to activity.
Methods:
Heart period sequences were recorded from 14 patients with left ventricular dysfunction and 14 control subjects during an unrestricted 24-h day, 4-h supine rest, and 4-h epoch with scripted activities.
Results:
The SDANN was higher during activity than during rest (74 +/- 23 ms vs. 43 +/- 17 ms, p < 0.0001), as were ULF magnitudes (p < 0.0001). The increase in SDANN was due to specific activities that contributed heavily (p < 0.0001 by analysis of variance); for example, a 10-min walk and 90-min rest each contributed 22% of total SDANN. Patients with heart disease had a lower SDANN and ULF and a higher mean heart rate than control subjects during all recordings. The proportional ranges in heart period were the same in the two groups during controlled, scripted activities but were wider in control subjects than in patients during ambulatory recordings, suggesting decreased activity by patients.
Conclusions:
Activity increases SDANN by increasing the range of heart periods. Patients with diminished ventricular function have a reduced SDANN on ambulatory electrocardiograms, possibly and partly because of a higher mean heart rate and reduced variations in physical activity.
