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Rui Dai

12 papers in the library · 161 citations · publishing 2013-2026

Papers

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Opposite network patterns of integration-segregation in psychedelic and sedated states of consciousness.

Cell Reports August 1, 2026 Rui Dai, Hyunwoo Jang, Anthony G. Hudetz et al.

Understanding the relationship of conscious states to large-scale brain dynamics remains a central challenge in neuroscience. Here, diverse pharmacological and physiological perturbations-including psychedelics, sleep, and propofol sedation-are used to examine integration-segregation organization of brain networks across altered states of consciousness in humans using functional MRI. Across...

Reorganization of Human Brain Waves Across Diverse States of Consciousness.

bioRxiv : the preprint server for biology June 1, 2026 Panagiotis Fotiadis, Hyunwoo Jang, Rui Dai et al. preprint

Brain waves are ubiquitous phenomena of human brain activity. As they propagate, they coordinate neural communication, shaping conscious perception. Understanding how brain waves unfold across space and time is thus critical for uncovering the neural mechanisms that support and suppress consciousness. Here, we analyzed data from the Human Connectome Project alongside multiple independent human...

An open fMRI resource for studying human brain function and covert consciousness under anesthesia.

Scientific Data January 9, 2026 Zirui Huang, Vijay Tarnal, Panagiotis Fotiadis et al.

Anesthesia has revolutionized surgical practice and offers a controlled model to study the neurobiology of consciousness. Functional magnetic resonance imaging (fMRI) studies have shown that anesthesia primarily disrupts connectivity across association cortices, suggesting that impaired integration between higher-order brain regions underlies unconsciousness. However, traditional fMRI paradigms...

A Mesoscale Framework for Psychedelic Drug Action in the Human Brain

bioRxiv November 26, 2025 Rui Dai, Rodrigo Cofré, Christopher Timmermann et al. preprint

The mechanism of psychedelic drug action is a dynamic area of neuroscience, with two major lines of investigation: (1) laboratory studies at the molecular and cellular level, and (2) human neuroimaging studies of functional brain networks. Despite considerable progress, there remains insufficient understanding of the link between molecular/cellular substrates of psychedelics and the whole-brain...

Neural Correlates of Psychedelic, Sleep, and Sedated States Support Global Theories of Consciousness.

bioRxiv : the preprint server for biology October 23, 2024 Rui Dai, Hyunwoo Jang, Anthony G. Hudetz et al. 1 citation preprint

Understanding neural mechanisms of consciousness remains a challenging question in neuroscience. A central debate in the field concerns whether consciousness arises from global interactions that involve multiple brain regions or focal neural activity, such as in sensory cortex. Additionally, global theories diverge between the Global Neuronal Workspace (GNW) hypothesis, which emphasizes frontal...

DOI: 10.1101/2024.10.23.619731 (opens in new tab) Full text (opens in new tab) Global neuronal workspace Integrated information theory Anesthesia Consciousness +7

Classifying Unconscious, Psychedelic, and Neuropsychiatric Brain States with Functional Connectivity, Graph Theory, and Cortical Gradient Analysis.

Brain Sciences August 30, 2024 Hyunwoo Jang, Rui Dai, George A. Mashour et al.

Accurate and generalizable classification of brain states is essential for understanding their neural underpinnings and improving clinical diagnostics. Traditionally, functional connectivity patterns and graph-theoretic metrics have been utilized. However, cortical gradient features, which reflect global brain organization, offer a complementary approach. We hypothesized that a machine learning...

DOI: 10.3390/brainsci14090880 (opens in new tab) Full text (opens in new tab) Anesthesia Cortical gradient Functional connectivity Graph theory +6

Psychedelic concentrations of nitrous oxide reduce functional differentiation in frontoparietal and somatomotor cortical networks.

Communications Biology December 19, 2023 Rui Dai, Zirui Huang, Tony E. Larkin et al. 7 citations

Despite the longstanding use of nitrous oxide and descriptions of its psychological effects more than a century ago, there is a paucity of neurobiological investigation of associated psychedelic experiences. We measure the brain's functional geometry (through analysis of cortical gradients) and temporal dynamics (through analysis of co-activation patterns) using human resting-state functional...

Classical and non-classical psychedelic drugs induce common network changes in human cortex.

Neuroimage June 1, 2023 Rui Dai, Tony E. Larkin, Zirui Huang et al. 49 citations

The neurobiology of the psychedelic experience is not fully understood. Identifying common brain network changes induced by both classical (i.e., acting at the 5-HT2 receptor) and non-classical psychedelics would provide mechanistic insight into state-specific characteristics. We analyzed whole-brain functional connectivity based on resting-state fMRI data in humans, acquired before and during...

Disrupted neural variability during propofol-induced sedation and unconsciousness.

Human Brain Mapping November 2018 Zirui Huang, Jun Zhang, Jinsong Wu et al.

Variability quenching is a widespread neural phenomenon in which trial-to-trial variability (TTV) of neural activity is reduced by repeated presentations of a sensory stimulus. However, its neural mechanism and functional significance remain poorly understood. Recurrent network dynamics are suggested as a candidate mechanism of TTV, and they play a key role in consciousness. We thus asked...

DOI: 10.1002/hbm.24304 (opens in new tab) Full text (opens in new tab) Anesthesia Consciousness FMRI Neural variability +5

Posterior cingulate cross-hemispheric functional connectivity predicts the level of consciousness in traumatic brain injury.

Scientific Reports March 24, 2017 Haosu Zhang, Rui Dai, Pengmin Qin et al.

Previous studies have demonstrated that altered states of consciousness are related to changes in resting state activity in the default-mode network (DMN). Anatomically, the DMN can be divided into anterior and posterior regions. The anterior DMN includes the perigenual anterior cingulate cortex and other medial prefrontal cortical regions, whereas the posterior DMN includes regions such as the...

The self and its resting state in consciousness: An investigation of the vegetative state

Human Brain Mapping July 1, 2013 Zirui Huang, Rui Dai, Xuehai Wu et al. 104 citations

Recent studies have demonstrated resting-state abnormalities in midline regions in vegetative state/unresponsive wakefulness syndrome and minimally conscious state patients. However, the functional implications of these resting-state abnormalities remain unclear. Recent findings in healthy subjects have revealed a close overlap between the neural substrate of self-referential processing and the...

DOI: 10.1002/hbm.22308 (opens in new tab) Resting State FMRI Minimally conscious state Wakefulness Anterior cingulate cortex +7

Opposing Network Patterns of Integration-Segregation in Psychedelic and Sedated States of Consciousness

Rui Dai, Hyunwoo Jang, Anthony G. Hudetz et al.

Understanding the relationship of conscious states to large-scale brain dynamics remains a central challenge in neuroscience. Here, diverse pharmacological and physiological perturbations, including psychedelic states, sleep, and propofol sedation, were used to examine integration-segregation organization of brain networks across altered states of consciousness in humans using functional MRI....