ArticleNeuroImage2021
Higher-order sensorimotor circuit of the brain's global network supports human consciousness.
Article in NeuroImage, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.
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Who cites it
27 citing papers in PubMed.
- Functional Connectivity Predicting Transdiagnostic Treatment Outcomes in Internalizing Psychopathologies.JAMA network open · 2025Trial
- Neuroregulatory mechanism of heat-sensitive moxibustion on the Dubi acupoint (ST 35) in patients with knee osteoarthritis: a resting-state functional magnetic resonance imaging study.Frontiers in neurologyTrial
- Inhibitory Decay and Supercritical Brain Dynamics During Sleep Deprivation.Advanced science (Weinheim, Baden-Wurttemberg, Germany) · 2026Article
- Neuroimaging of Disorder of Consciousness: From Brain Network Mechanisms to Clinical Translation.Journal of clinical neurology (Seoul, Korea) · 2026Review
- Distinct neurologic state in patients with traumatic brain injury and hemorrhagic stroke during the stage of acute disorders of consciousness and the correlation with the neurological prognosis: A multi-modal PET/rs-fMRI study.NeuroImage. Clinical · 2026Article
- The role of coupling among brain regions between the default mode network and the "Mesocircuit" Model in arousal in disorders of consciousness.Frontiers in neurology · 2026Article
- Article
- Infraslow Dynamic Patterns in Human Cortical Networks Track a Spectrum of External to Internal Attention.Human brain mapping · 2025Article
- Altered Self-Referential-Related Brain Regions in Depersonalization-Derealization Disorder.Brain and behavior · 2025Article
- Histamine HMolecular brain · 2024Article
- Local Neuronal Activity and the Hippocampal Functional Network Can Predict the Recovery of Consciousness in Individuals With Acute Disorders of Consciousness Caused by Neurological Injury.CNS neuroscience & therapeutics · 2024Article
- Unraveling the brain dynamics of Depersonalization-Derealization Disorder: a dynamic functional network connectivity analysis.BMC psychiatry · 2024Article
- Re-awakening the brain: Forcing transitions in disorders of consciousness by external in silico perturbation.PLoS computational biology · 2024Article
- Infraslow dynamic patterns in human cortical networks track a spectrum of external to internal attention.bioRxiv : the preprint server for biology · 2024Article
- Neurobiological Underpinnings of Hyperarousal in Depression: A Comprehensive Review.Brain sciences · 2024Review
- Differential brain activity in patients with disorders of consciousness: a 3-month rs-fMRI study using amplitude of low-frequency fluctuation.Frontiers in neurology · 2024Article
- Enhanced brain parcellation via abnormality inpainting for neuroimage-based consciousness evaluation of hydrocephalus patients by lumbar drainage.Brain informatics · 2023Article
- Functional networks in prolonged disorders of consciousness.Frontiers in neuroscience · 2023Review
- Evaluation of consciousness rehabilitation via neuroimaging methods.Frontiers in human neuroscience · 2023Review
- Dysfunctional connectivity as a neurophysiologic mechanism of disorders of consciousness: a systematic review.Frontiers in neuroscience · 2023Review
Corrections and comments
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Authors and funding
19 authors.
Funding
Abstract
Consciousness is a mental characteristic of the human mind, whose exact neural features remain unclear. We aimed to identify the critical nodes within the brain's global functional network that support consciousness. To that end, we collected a large fMRI resting state dataset with subjects in at least one of the following three consciousness states: preserved (including the healthy awake state, and patients with a brain injury history (BI) that is fully conscious), reduced (including the N1-sleep state, and minimally conscious state), and lost (including the N3-sleep state, anesthesia, and unresponsive wakefulness state). We also included a unique dataset of subjects in rapid eye movement sleep state (REM-sleep) to test for the presence of consciousness with minimum movements and sensory input. To identify critical nodes, i.e., hubs, within the brain's global functional network, we used a graph-theoretical measure of degree centrality conjoined with ROI-based functional connectivity. Using these methods, we identified various higher-order sensory and motor regions including the supplementary motor area, bilateral supramarginal gyrus (part of inferior parietal lobule), supragenual/dorsal anterior cingulate cortex, and left middle temporal gyrus, that could be important hubs whose degree centrality was significantly reduced when consciousness was reduced or absent. Additionally, we identified a sensorimotor circuit, in which the functional connectivity among these regions was significantly correlated with levels of consciousness across the different groups, and remained present in the REM-sleep group. Taken together, we demonstrated that regions forming a higher-order sensorimotor integration circuit are involved in supporting consciousness within the brain's global functional network. That offers novel and more mechanism-guided treatment targets for disorders of consciousness.
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