Shizuka Sata ¹ Kazuaki Honda ² Satoshi Yamaguchi ³ Mizuki Komine ¹ SungHyek Kim ⁴ Makio Kashino ² Shota Hagio ^5* Shinya Fujii ^6*

• ¹ Graduate School of Media and Governance, Keio University Shonan Fujisawa Campus, Fujisawa, Kanagawa, Japan
• ² NTT Communication Science Laboratories, Atsugi, Kanagawa, Japan
• ³ Keio Research Institute, Keio University Shonan Fujisawa Campus, Fujisawa, Japan
• ⁴ Department of Shizuoka Physical Therapy, Faculty of Health Sciences, Tokoha University, Shizuoka, Japan
• ⁵ Kyoto University, Kyoto, Kyōto, Japan
• ⁶ Faculty of Environment and Information Studies, Keio University Shonan Fujisawa Campus, Fujisawa, Kanagawa, Japan

Musician's dystonia (MD) is a movement disorder characterized by involuntary muscle contractions specifically triggered by playing an instrument. This condition often leads to a loss of fine motor control, threatening the careers of affected musicians. While MD is commonly associated with the hands, it can also affect the lower limbs, particularly in drummers. Understanding the muscle coordination involved in MD is crucial for comprehending its neurological mechanisms, yet the muscle coordination of lower-limb dystonia has not been thoroughly explored. This study aimed to investigate the differences in lower-limb muscle synergies in a drummer with MD, utilizing Nonnegative Matrix Factorization (NMF) to analyze coordinated muscle activity patterns during drumming tasks. A 36-year-old male professional drummer with lower-limb MD was instructed to play a drum set in time with a metronome set at 80 beats per minute. The task involved striking the bass drum pedal in time with the downbeat. Electromyographic (EMG) data were collected from ten muscles in the right lower limb. The data were analyzed using NMF to extract muscle synergies and compare the number of synergies, spatial modules, and temporal modules between the data with and without dystonia symptoms. The number of muscle synergies did not differ significantly between the data with and without symptoms. Notably, changes were observed in both the spatial and temporal modules of muscle synergies. Spatial modules revealed the appearance of dystonia-specific muscle synergy, which is considered related to compensatory movement. Temporal modules showed significant earlier overactivation in timing, which is considered the direct manifestation of dystonia symptoms. These findings indicate that lower-limb dystonia in drummers affects the spatial and temporal profiles of muscle synergies. This study underscores the importance of considering both spatial and temporal modules of muscle synergy in understanding and treating lower-limb dystonia in drummers. Further research is needed to validate these findings and apply muscle synergy analysis for the clinical assessment of lower-limb dystonia in drummers.