ArticleFrontiers in network physiology2022
Inter-muscular networks of synchronous muscle fiber activation.
Article in Frontiers in network physiology, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers.
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Who cites it
19 citing papers in PubMed, 24 citations in OpenAlex.
- Network integration and evolution of organ systems interactions during incremental exercise.European journal of applied physiology · 2026Article
- Networks of respiratory-muscular coupling in exercise and fatigue in young adults.Physiological reports · 2026Article
- The equilibrium point hypothesis revisited: why threshold control does not explain human movement.Experimental brain research · 2026Review
- Network physiology in space: vision and perspectives on exploring physiological networks during spaceflight for the benefit of life on earth.Frontiers in network physiology · 2026Article
- The amplitude-amplitude cross-frequency coupling method: a step-by-step guide to quantifying physiological network interactions.Frontiers in network physiology · 2026Article
- Networks of intermuscular coordination distinguish male and female responses to exercise.Scientific reports · 2025Article
- Muscle Fiber Recruitment Characteristics in Trained Older Adults: An EMG Frequency Analysis During Voluntary Contraction.Journal of functional morphology and kinesiology · 2025Article
- A multimodal biomechanical and eye-tracking dataset of suprapostural coordination in healthy young adults.Scientific data · 2025Article
- Relationship Between Intermuscular Synchronization of Upper Leg Muscles and Training Level in Karate Kumite Practitioners.Journal of functional morphology and kinesiology · 2025Article
- Age-related breakdown in networks of inter-muscular coordination.GeroScience · 2025Article
- The Immediate Effect of a Single Treatment of Neuromuscular Electrical Stimulation with the StimaWELL 120MTRS System on Multifidus Stiffness in Patients with Chronic Low Back Pain.Diagnostics (Basel, Switzerland) · 2024Article
- Application of early warning signs to physiological contexts: a comparison of multivariate indices in patients on long-term hemodialysis.Frontiers in network physiology · 2024Article
- Dynamic interactions of physiological systems during competitive gaming: insights from network physiology - case report.Frontiers in network physiology · 2024Article
- Network of muscle fibers activation facilitates inter-muscular coordination, adapts to fatigue and reflects muscle function.Communications biology · 2023Article
- Dynamic networks of cortico-muscular interactions in sleep and neurodegenerative disorders.Frontiers in network physiology · 2023Article
- Changes to balance dynamics following a high-intensity run are associated with future injury occurrence in recreational runners.Frontiers in network physiology · 2023Article
- Resilience in sports through the lens of dynamic network structures.Frontiers in network physiology · 2023Article
- Case report: Cortico-ocular interaction networks in NBA2K.Frontiers in network physiology · 2023Article
- Long-term exercise adaptation. Physical aging phenomena in biological networks.Frontiers in network physiology · 2023Article
Corrections and comments
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Authors and funding
2 authors at 2 institutions in 3 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Skeletal muscles continuously coordinate to facilitate a wide range of movements. Muscle fiber composition and timing of activation account for distinct muscle functions and dynamics necessary to fine tune muscle coordination and generate movements. Here we address the fundamental question of how distinct muscle fiber types dynamically synchronize and integrate as a network across muscles with different functions. We uncover that physiological states are characterized by unique inter-muscular network of muscle fiber cross-frequency interactions with hierarchical organization of distinct sub-networks and modules, and a stratification profile of links strength specific for each state. We establish how this network reorganizes with transition from rest to exercise and fatigue-a complex process where network modules follow distinct phase-space trajectories reflecting their functional role in movements and adaptation to fatigue. This opens a new area of research, Network Physiology of Exercise, leading to novel network-based biomarkers of health, fitness and clinical conditions.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.