AI Article Synopsis

  • - The study investigates how neuromuscular function could influence the risk of posttraumatic osteoarthritis (PTOA) in patients who have undergone anterior cruciate ligament (ACL) reconstruction, highlighting the need for effective analysis tools.
  • - Researchers compared the muscle activity patterns of ACL-reconstructed patients to healthy controls using EMG recording during a hop activity, finding that the muscle activation strategies of ACLR patients were globally adapted and symmetrical but differed significantly from those of healthy individuals.
  • - The results indicated that smaller thigh muscle girth in the affected leg was the strongest predictor of worse MRI outcomes related to osteoarthritis, suggesting a potential link between muscle activation patterns and PTOA risk that warrants further investigation.

Article Abstract

Neuromuscular function is thought to contribute to posttraumatic osteoarthritis (PTOA) risk in anterior cruciate ligament (ACL)-reconstructed (ACLR) patients, but sensitive and easy-to-use tools are needed to discern whether complex muscle activation strategies are beneficial or maladaptive. Using an electromyography (EMG) signal analysis technique coupled with a machine learning approach, we sought to: (1) identify whether ACLR muscle activity patterns differed from those of healthy controls, and (2) explore which combination of patient outcome measures (thigh muscle girth, knee laxity, hop distance, and activity level) predicted the extent of osteoarthritic changes via magnetic resonance imaging (MRI) in ACLR patients. Eleven ACLR patients 10-15 years post-surgery and 12 healthy controls performed a hop activity while lower limb muscle EMG was recorded bilaterally. Osteoarthritis was evaluated based on MRI. ACLR muscle activity patterns were bilaterally symmetrical and differed from those of healthy controls, suggesting the presence of a global adaptation strategy. Smaller ipsilateral thigh muscle girth was the strongest predictor of inferior MRI scores. The ability of our EMG analysis approach to detect meaningful neuromuscular differences that could ultimately be related to thigh muscle girth provides the foundation to further investigate a direct link between muscle activation patterns and PTOA risk.

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Source
http://www.ncbi.nlm.nih.gov/pmc/articles/PMC10376226PMC
http://dx.doi.org/10.3390/bioengineering10070812DOI Listing

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