Congenital heart diseaseResearch article

Developmental trajectories of electrocardiographic parameters in pediatric patients

Heart RhythmPublished

  • retrospectively analyzed

Authors' conclusion

High-temporal-resolution ECG trajectories define age-specific norms in early life and enable the detection of disease-related deviations, particularly during the dynamic neonatal period.

Study context

Population
Pediatric patients at a large pediatric hospital with electrocardiographic (ECGs) adjudicated as normal by a pediatric cardiologist; patients with unrepaired tetralogy of Fallot for comparisonpatients at a large pediatric hospital
Participants
6,967 patients
Comparison
z scores quantified deviations in developmental trajectories between the clinically cardiovascular diseases (CVD)-free cohort and patients with unrepaired tetralogy of Fallot
  • patients with unrepaired tetralogy of Fallotn = 305

Main finding

As reported in the abstract

Developmental shifts in heart rate, QRS, PR, QT, and corrected QT
  • All 5 ECG parameters demonstrated significant developmental shifts, with marked differences between early (1-8 days) and late neonates (9-35 days)

Further findings

Deviations in patients with unrepaired tetralogy of Fallot vs CVD-free children

corrected QT outliers (|Z| > 2), early neonates
32.7%
corrected QT outliers (|Z| > 2), late neonates
24.3%
altered heart rate, PR, and QRS in late neonates

Sensitivity analysis ranking parameters by age dependence

neonatal period identified as the most dynamic stage of electrophysiological maturation, followed by slower changes in infancy and childhood

Original publication

Developmental trajectories of electrocardiographic parameters in pediatric patients. Heart Rhythm. Published 14 August 2026. doi:10.1016/j.hrthm.2026.08.013

Summarised from the published abstract; every number is checked against it