ArticleCommunications biology2020
Dynamic network interactions among distinct brain rhythms as a hallmark of physiologic state and function.
Article in Communications biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. An erratum has been issued. Cited by 45 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
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Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
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Who cites it
45 citing papers in PubMed.
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- 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 maternal-fetal communicatome: a scoping review and network physiology perspective on a unified, adaptive, and multiscale interaction network.Frontiers in network physiology · 2026Review
- The amplitude-amplitude cross-frequency coupling method: a step-by-step guide to quantifying physiological network interactions.Frontiers in network physiology · 2026Article
- Beyond hypertrophy: a network physiology perspective on the cardio-neuromuscular trade-off in elite soccer.Frontiers in network physiology · 2026Article
- Functional neuroimaging in disorders of consciousness: towards clinical implementation.Brain : a journal of neurology · 2025Review
- Effect of transcutaneous auricular vagus nerve stimulation on stress regulation: an EEG and questionnaire study.Frontiers in digital health · 2025Article
- Mutual information-based teamwork evaluation in real-world environments: an exploratory investigation with professional surgeons.Frontiers in network physiology · 2025Article
- Multi-Frequency Entropy for Quantifying Complex Dynamics and Its Application on EEG Data.Entropy (Basel, Switzerland) · 2024Article
- Synaptic reorganization of synchronized neuronal networks with synaptic weight and structural plasticity.PLoS computational biology · 2024Article
- Disclosing Results of Tests for Covert Consciousness: A Framework for Ethical Translation.Neurocritical care · 2024Review
- Adaptive rewiring: a general principle for neural network development.Frontiers in network physiology · 2024Review
- Emerging cancer therapies: targeting physiological networks and cellular bioelectrical differences with non-thermal systemic electromagnetic fields in the human body - a comprehensive review.Frontiers in network physiology · 2024Review
- Characterization of Sleep Structure and Autonomic Dysfunction in REM Sleep Behavior Disorder.IEEE open journal of engineering in medicine and biology · 2024Article
- Network of muscle fibers activation facilitates inter-muscular coordination, adapts to fatigue and reflects muscle function.Communications biology · 2023Article
- Gradients of O-information highlight synergy and redundancy in physiological applications.Frontiers in network physiology · 2023Article
- Dynamic networks of cortico-muscular interactions in sleep and neurodegenerative disorders.Frontiers in network physiology · 2023Article
- Reduced excitatory neuron activity and interneuron-type-specific deficits in a mouse model of Alzheimer's disease.Communications biology · 2022Article
- Extreme conditions affect neuronal oscillations of cerebral cortices in humans in the China Space Station and on Earth.Communications biology · 2022Article
Corrections and comments
- Erratum issued
Authors and funding
4 authors.
Funding
Abstract
Brain rhythms are associated with a range of physiologic states, and thus, studies have traditionally focused on neuronal origin, temporal dynamics and fundamental role of individual brain rhythms, and more recently on specific pair-wise interactions. Here, we aim to understand integrated physiologic function as an emergent phenomenon of dynamic network interactions among brain rhythms. We hypothesize that brain rhythms continuously coordinate their activations to facilitate physiologic states and functions. We analyze healthy subjects during sleep, and we demonstrate the presence of stable interaction patterns among brain rhythms. Probing transient modulations in brain wave activation, we discover three classes of interaction patterns that form an ensemble representative for each sleep stage, indicating an association of each state with a specific network of brain-rhythm communications. The observations are universal across subjects and identify networks of brain-rhythm interactions as a hallmark of physiologic state and function, providing new insights on neurophysiological regulation with broad clinical implications.
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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.