Widespread Hyper-Coupling and Frequency-Specific Dysregulation of Phase-Amplitude Coupling in Young Children with

Jiannan Kang1, Zongbing Xiao1, Zhiyuan Fan1

  • 1College of Electronic & Information Engineering, Hebei University, Baoding 071002, China.

Brain Sciences
|July 28, 2026
PubMed

Insights

Children with autism spectrum disorder (ASD) show altered brain electrical activity, specifically in phase-amplitude coupling (PAC) across brain regions. Stronger abnormal PAC is linked to milder clinical symptoms in young children with ASD.

Area of Science:

  • Neuroscience
  • Developmental Neuroscience
  • Computational Neuroscience

Background:

  • Autism spectrum disorder (ASD) is associated with widespread brain synchronization abnormalities.
  • Phase-amplitude coupling (PAC) is a key measure of neuronal oscillatory interactions and functional brain integration.
  • Specific PAC patterns in young children with ASD and their clinical correlations are not well understood.

Purpose of the Study:

  • To investigate intra-region and inter-region scalp-level PAC patterns in young children with ASD.
  • To explore the relationship between PAC abnormalities and clinical symptoms in ASD.

Main Methods:

  • Utilized resting-state electroencephalography (EEG) data from 237 children with ASD and 201 typically developing (TD) children (ages 3-9).
  • Analyzed phase-amplitude coupling (PAC) between low-frequency oscillations (δ, θ, α) and high-frequency oscillations (β, low γ) at intra- and inter-region levels.
  • Quantified PAC strength using the modulation index (MI) and correlated with Autism Behavior Checklist (ABC) scores.

Main Results:

  • Children with ASD exhibited significant PAC abnormalities, including enhanced multi-regional γ hyper-coupling and dissociated β modulation patterns (increased δ-β, decreased α-β coupling).
  • Abnormally elevated PAC strength in δ/θ/α-γ bands negatively correlated with clinical symptom severity (lower ABC scores).

Conclusions:

  • This study characterizes aberrant cross-frequency interactions in young children with ASD using a large dataset.
  • Altered PAC strength at intra- and inter-region levels in ASD reflects more than just connectivity anomalies.
  • The strength of aberrant intra-region PAC is significantly correlated with ASD clinical symptoms.
Abstract

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