Human Brain Mapping
July 1, 2013
Zirui Huang, Rui Dai, Xuehai Wu et al.
104 citations
Patients with disorders of consciousness (DOC) show reduced brain activity in midline regions (anterior and posterior cingulate cortex) during self-referential thinking tasks compared to healthy individuals. The degree of signal reduction in the perigenual anterior cingulate cortex predicts their level of consciousness. These same midline regions also display abnormal resting-state functional connectivity and low-frequency fluctuations. The findings link self-referential processing, resting-state brain activity, and consciousness, suggesting that neural abnormalities in these areas contribute to DOC.
NeuroImage
June 1, 2023
Rui Dai, Tony E Larkin, Zirui Huang et al.
49 citations
Three different psychedelics—nitrous oxide, ketamine, and lysergic acid diethylamide—produce a common pattern of brain network changes despite having distinct molecular mechanisms and delivery methods. Each drug reduced connectivity within brain networks and enhanced connectivity between networks. Specifically, all three increased connections between the right temporoparietal junction and bilateral intraparietal sulcus, and between the precuneus and left intraparietal sulcus. These regions lie within the posterior cortical "hot zone," an area thought to mediate the qualitative aspects of experience. The findings identify a biologically plausible candidate for the subjective effects of both classical and non-classical psychedelics.
Commun Biol
December 19, 2023
Rui Dai, Zirui Huang, Tony E. Larkin et al.
7 citations
At concentrations that produce psychedelic effects, nitrous oxide reduces the functional differentiation—the distinctness of activity patterns—within frontoparietal and somatomotor cortical networks. This suggests that the gas alters brain network organization, potentially contributing to its consciousness-altering properties. The finding points to a neural mechanism underlying the non-ordinary state induced by nitrous oxide, involving reduced specialization of key brain regions.
bioRxiv : the preprint server for biology
October 23, 2024
Rui Dai, Hyunwoo Jang, Anthony G Hudetz et al.
1 citation
preprint
Consciousness appears to depend on global interactions across multiple brain regions rather than on localized neural activity. Using fMRI data across psychedelic, sleep, and deep sedation states, the study found a mirror-image pattern: psychedelic states increased global functional connectivity and decreased local neural synchrony, while non-REM sleep and deep sedation showed the opposite pattern. This pattern was observed in anterior-posterior and posterior-posterior brain regions but not within the anterior brain alone. Anterior transmodal regions were key for anterior-posterior connectivity, while posterior transmodal and unimodal regions were critical for posterior-posterior connectivity. The findings support global theories of consciousness and bridge the Global Neuronal Workspace hypothesis and Integrated Information Theory by showing shared neural mechanisms.
bioRxiv : the preprint server for biology
June 1, 2026
Panagiotis Fotiadis, Hyunwoo Jang, Rui Dai et al.
Brain waves coordinate neural communication and shape conscious perception. Analyzing blood oxygen level-dependent activity from the Human Connectome Project and other datasets across sleep, propofol anesthesia, and psychedelic states (LSD, DMT, psilocybin, nitrous oxide, ketamine), four dominant wave propagation motifs were identified: a global synchronized wave, an anti-correlated unimodal-transmodal wave, an anti-correlated task-positive/task-negative wave, and an anti-correlated visual-somatomotor wave.
bioRxiv
November 26, 2025
Rui Dai, Rodrigo Cofré, Christopher Timmermann et al.
preprint
Classical psychedelics (DMT, LSD, psilocybin) and non-classical ones (nitrous oxide, ketamine) all disrupt local synchrony in small brain regions (<1 cm³) in humans, as measured by functional magnetic resonance imaging. This disruption occurred extensively in cortical regions and sparsely in subcortical regions. As local synchrony declined, large-scale functional connectivity increased. For classical psychedelics, the disruption was most strongly associated with 5-HT receptors; for nitrous oxide and ketamine, it was most strongly associated with NMDA receptors. Both neuronal and non-neuronal cell types were linked to these changes. The findings suggest diverse molecular events converge on a common outcome of disrupted local synchrony, which then mediates drug-specific global connectivity changes.
Brain sciences
August 30, 2024
Hyunwoo Jang, Rui Dai, George A Mashour et al.
A machine learning model that combines functional connectivity, graph-theoretic metrics, and cortical gradient features can classify brain states—including unconsciousness (NREM2 sleep, propofol sedation and anesthesia), psychedelic states (ketamine, LSD, nitrous oxide), and neuropsychiatric disorders (ADHD, bipolar disorder, schizophrenia)—with an average balanced accuracy of 79% (range 62–98%). The ensemble model outperformed individual feature-based models (70–76%). Transferability across datasets varied, and feature importance analysis indicated that different brain states rely on distinct neural mechanisms, suggesting that tailored approaches are needed for accurate classification. The findings highlight the value of integrating multiple feature types for robust brain-state classification, though further work is needed for broader generalizability.
Rui Dai, Hyunwoo Jang, Anthony G Hudetz et al.
Across altered states of consciousness, psychedelics and sedatives produce opposite patterns of brain network organization. Psychedelics increase large-scale integration and reduce segregation of brain network interactions, while sleep and propofol sedation show the opposite pattern. These opposing integration-segregation patterns were consistently observed across multiple measures of functional connectivity, network topology, and interaction complexity, and reliably differentiated conscious states in an unbiased, data-driven manner. The findings demonstrate that psychedelic and sedated states are characterized by systematic and opposing shifts in large-scale brain organization.