Quantitative coordination evaluation for screening children with Duchenne muscular dystrophy

Jian An1, Zhiying Xie2, Fan Jia1

  • 1Academy of Advanced Interdisciplinary Studies, Peking University, Beijing 100871, China.

Insights

Early Duchenne muscular dystrophy (DMD) diagnosis is crucial. A new gait analysis method using relative coupling coefficient (RCC) effectively distinguishes DMD from typically developing children, aiding early screening.

Area of Science:

  • Biomedical Engineering
  • Neurology
  • Pediatrics

Background:

  • Early diagnosis of Duchenne muscular dystrophy (DMD) is vital for timely treatment.
  • Children with DMD often exhibit early motor deficits, particularly in balance and coordination.
  • Quantifying these coordination differences is key for developing effective screening tools.

Purpose of the Study:

  • To develop and validate a novel method for quantifying coordination differences between children with DMD and typically developing (TD) children.
  • To introduce a new index, the relative coupling coefficient (RCC), derived from gait patterns.
  • To assess the feasibility and reliability of RCC for early DMD screening.

Main Methods:

  • Utilized a Local Manifold Structure Mapping approach in phase space to analyze gait data.
  • Extracted the relative coupling coefficient (RCC) from gait signals acquired via wearable accelerometers.
  • Compared RCC values between 100 children with DMD and 100 TD children across four age groups.

Main Results:

  • Significant differences in RCC were observed between DMD and TD children in all age groups (p < 0.001).
  • RCC demonstrated a gradual decrease in coordination ability with age in DMD patients, aligning with clinical observations.
  • The study verified the feasibility and reliability of RCC in distinguishing DMD from TD children.

Conclusions:

  • The relative coupling coefficient (RCC) serves as a sensitive functional biomarker for differentiating DMD from TD children.
  • RCC extracted from gait data offers a valuable tool for the early screening and potential diagnosis of DMD.
  • This approach provides novel insights into the motor coordination impairments associated with DMD.

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