Developmental Trajectories of Electrocardiographic Parameters in Pediatric Patients

Kazi T Haq1, Kathleen McLean1, Charles I Berul2

  • 1Sheikh Zayed Institute for Pediatric Surgical Innovation, Children's National Hospital, Washington, DC.

Heart Rhythm
|August 14, 2026
PubMed

Insights

This study establishes detailed electrocardiogram (ECG) norms for infants, revealing significant changes in heart rate (HR) and other parameters during the neonatal period. These ECG developmental trajectories aid in identifying cardiovascular disease deviations in children.

Area of Science:

  • Pediatric Cardiology
  • Biomedical Engineering
  • Developmental Physiology

Background:

  • Established pediatric electrocardiogram (ECG) parameters lack fine temporal resolution in early life.
  • Accurate, age-specific ECG values are crucial for diagnosing and managing pediatric cardiovascular diseases (CVD).

Purpose of the Study:

  • To create high-temporal-resolution developmental ECG trajectories for early childhood.
  • To assess disease-related deviations in these pediatric ECG parameters.

Main Methods:

  • Analyzed 6,967 normal ECGs from neonates, infants, and young children, stratified into 45 age groups.
  • Assessed five ECG parameters: heart rate (HR), QRS, PR, QT, and QTc.
  • Quantified deviations in ECG trajectories using Z-scores in patients with unrepaired tetralogy of Fallot (TOF) compared to a CVD-free cohort.

Main Results:

  • All five ECG parameters showed significant developmental shifts, especially between early and late neonates.
  • The neonatal period was identified as the most dynamic phase of electrophysiological maturation.
  • Patients with unrepaired TOF displayed altered HR, PR, QRS, and QTc compared to controls, with notable deviations in neonates.

Conclusions:

  • High-temporal-resolution ECG trajectories provide essential age-specific norms for early life.
  • These detailed ECG norms facilitate the detection of cardiovascular disease-related deviations, particularly in the dynamic neonatal period.
Abstract

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