Recovery of postural control after cerebral concussion: New insights using approximate entropy

James T. Cavanaugh, Kevin M. Guskiewicz, Carol Giuliani, Stephen Marshall, Vicki S. Mercer, Nicholas Stergiou

Research output: Contribution to journalArticle

143 Citations (Scopus)

Abstract

Context: The return-to-play decision after sport-related cerebral concussion depends in part on knowing when an athlete has fully recovered postural control after injury. Objective: To describe the postconcussion recovery of postural control using approximate entropy (ApEn), a regularity statistic from nonlinear dynamics. Design: Retrospective case series analysis. Setting: Sports medicine research laboratory. Patients or Other Participants: Collegiate athletes from whom center-of-pressure and symptom data were collected at preseason, less than 48 hours after injury, and 48 to 96 hours after injury. Main Outcome Measure(s): Approximate entropy values reflecting the amount of randomness contained in center-of-pressure oscillations were calculated for anterior-posterior (AP) and medial-lateral (ML) time series. Equilibrium scores reflecting the amplitude of center-of-pressure AP oscillations were used to indicate postural stability. The number and severity of symptoms were described. Results: Compared with the healthy preseason state, ApEn values for the AP and ML time series generally declined immediately after injury in both steady and unsteady injured athletes. At 48 to 96 hours after injury, ApEn values for the ML time series remained significantly depressed (mean difference compared with preseason = -0.268, standard error = 0.072), even among athletes whose initial postural instability had resolved. We found few significant relationships between changes in ApEn values and changes in symptoms before and after injury. Conclusions: The effects of cerebral concussion on postural control appear to persist for longer than 3 to 4 days, even among athletes with no signs of unsteadiness. Our results may reflect changes in neurophysiologic or mechanical constraints on postural control. Approximate entropy provides a theoretically distinct, valuable measurement alternative that may prove useful for reducing uncertainty in the return-to-play decision.

Original languageEnglish (US)
Pages (from-to)305-313
Number of pages9
JournalJournal of Athletic Training
Volume41
Issue number3
StatePublished - Jul 1 2006

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Brain Concussion
Entropy
Athletes
Wounds and Injuries
Pressure
Sports Medicine
Nonlinear Dynamics
Uncertainty
Sports
Outcome Assessment (Health Care)
Research

Keywords

  • Cerebral concussion
  • Measurement
  • Nonlinear dynamics

ASJC Scopus subject areas

  • Orthopedics and Sports Medicine
  • Physical Therapy, Sports Therapy and Rehabilitation

Cite this

Cavanaugh, J. T., Guskiewicz, K. M., Giuliani, C., Marshall, S., Mercer, V. S., & Stergiou, N. (2006). Recovery of postural control after cerebral concussion: New insights using approximate entropy. Journal of Athletic Training, 41(3), 305-313.

Recovery of postural control after cerebral concussion : New insights using approximate entropy. / Cavanaugh, James T.; Guskiewicz, Kevin M.; Giuliani, Carol; Marshall, Stephen; Mercer, Vicki S.; Stergiou, Nicholas.

In: Journal of Athletic Training, Vol. 41, No. 3, 01.07.2006, p. 305-313.

Research output: Contribution to journalArticle

Cavanaugh, JT, Guskiewicz, KM, Giuliani, C, Marshall, S, Mercer, VS & Stergiou, N 2006, 'Recovery of postural control after cerebral concussion: New insights using approximate entropy', Journal of Athletic Training, vol. 41, no. 3, pp. 305-313.
Cavanaugh JT, Guskiewicz KM, Giuliani C, Marshall S, Mercer VS, Stergiou N. Recovery of postural control after cerebral concussion: New insights using approximate entropy. Journal of Athletic Training. 2006 Jul 1;41(3):305-313.
Cavanaugh, James T. ; Guskiewicz, Kevin M. ; Giuliani, Carol ; Marshall, Stephen ; Mercer, Vicki S. ; Stergiou, Nicholas. / Recovery of postural control after cerebral concussion : New insights using approximate entropy. In: Journal of Athletic Training. 2006 ; Vol. 41, No. 3. pp. 305-313.
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