ArticleNeuroImage2022
Transient brain-wide coactivations and structured transitions revealed in hemodynamic imaging data.
Article in NeuroImage, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed, 9 citations in OpenAlex.
- Time-resolved large-scale neural coactivations in macaque monkey.NeuroImage · 2025Article
- Function of the auditory cortex characterized by its intrinsic dynamic coactivation patterns estimated in individuals.bioRxiv : the preprint server for biology · 2025Article
- Continuous Wave-Diffuse Optical Tomography (CW-DOT) in Human Brain Mapping: A Review.Sensors (Basel, Switzerland) · 2025Review
- Distinct Time-Resolved Brain-Wide Coactivations in Oxygenated and Deoxygenated Hemoglobin.IEEE transactions on bio-medical engineering · 2024Article
- Diffuse optical tomography for mapping cerebral hemodynamics and functional connectivity in delirium.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2024Article
- Controlling jaw-related motion artifacts in functional near-infrared spectroscopy.Journal of neuroscience methods · 2023Article
- Recurring transient brain-wide co-activation patterns from EEG spatially resembling time-averaged resting-state networks.Imaging neuroscience (Cambridge, Mass.)Article
- Function of the auditory cortex characterized by its intrinsic dynamic coactivation patterns estimated in individuals.Imaging neuroscience (Cambridge, Mass.)Article
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Authors and funding
5 authors at 1 institution in 1 country.
Funding
Abstract
Brain-wide patterns in resting human brains, as either structured functional connectivity (FC) or recurring brain states, have been widely studied in the neuroimaging literature. In particular, resting-state FCs estimated over windowed timeframe neuroimaging data from sub-minutes to minutes using correlation or blind source separation techniques have reported many brain-wide patterns of significant behavioral and disease correlates. The present pilot study utilized a novel whole-head cap-based high-density diffuse optical tomography (DOT) technology, together with data-driven analysis methods, to investigate recurring transient brain-wide patterns in spontaneous fluctuations of hemodynamic signals at the resolution of single timeframes from thirteen healthy adults in resting conditions. Our results report that a small number, i.e., six, of brain-wide coactivation patterns (CAPs) describe major spatiotemporal dynamics of spontaneous hemodynamic signals recorded by DOT. These CAPs represent recurring brain states, showing spatial topographies of hemispheric symmetry, and exhibit highly anticorrelated pairs. Moreover, a structured transition pattern among the six brain states is identified, where two CAPs with anterior-posterior spatial patterns are significantly involved in transitions among all brain states. Our results further elucidate two brain states of global positive and negative patterns, indicating transient neuronal coactivations and co-deactivations, respectively, over the entire cortex. We demonstrate that these two brain states are responsible for the generation of a subset of peaks and troughs in global signals (GS), supporting the recent reports on neuronal relevance of hemodynamic GS. Collectively, our results suggest that transient neuronal events (i.e., CAPs), global brain activity, and brain-wide structured transitions co-exist in humans and these phenomena are closely related, which extend the observations of similar neuronal events recently reported in animal hemodynamic data. Future studies on the quantitative relationship among these transient events and their relationships to windowed FCs along with larger sample size are needed to understand their changes with behaviors and diseased conditions.
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