ArticleNature2025
Arousal as a universal embedding for spatiotemporal brain dynamics.
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Article in Nature, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 31 papers.
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31citing papers in PubMed
–field-weighted citation impact
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Who cites it
31 citing papers in PubMed.
- Shallow recurrent decoders for neural and behavioural dynamics.Philosophical transactions of the Royal Society of London. Series B, Biological sciences · 2026Article
- How the brain dances across critical boundaries.PLoS biology · 2026Article
- Arousal-driven critical roaming reproduces human functional connectivity dynamics.PLoS biology · 2026Article
- Place and behavioral modulation of hippocampal neurons during immobility.Nature communications · 2026Article
- Behavior Differentially Shapes Spontaneous Cortical Network Dynamics Across Frequencies.bioRxiv : the preprint server for biology · 2026Article
- The Cost of Social Integration: Distinct Neural Inefficiency in Autistic Children Underlies Symptom Severity.Autism research : official journal of the International Society for Autism Research · 2026Article
- Arousal state modulates human hippocampal ripples.bioRxiv : the preprint server for biology · 2026Article
- Cortical synchrony is reduced in Alzheimer's disease and relates to arousal state.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- Arousal shapes motivation: an integrative framework for understanding motivational deficits.Translational psychiatry · 2026Review
- A hypothalamic-brainstem activity sequence underlies arousal fluctuations during daytime drowsiness.bioRxiv : the preprint server for biology · 2026Article
- Input-dependent directionality of interactions between cortical areas.bioRxiv : the preprint server for biology · 2026Article
- The anterior cingulate cortex modulates pupil-linked arousal.Science advances · 2026Article
- Parallel processing chains span cytoarchitectures to organize association cortex.bioRxiv : the preprint server for biology · 2026Article
- Task-induced topological and geometrical changes in whole-brain dynamics predict cognitive individual differences.bioRxiv : the preprint server for biology · 2026Article
- Interactions across hemispheres in prefrontal cortex reflect global cognitive processing.Nature communications · 2026Article
- System identification and surrogate data analyses imply approximate Gaussianity and non-stationarity of resting-brain dynamics.bioRxiv : the preprint server for biology · 2026Article
- Linking reaction time variability to physiological markers of arousal across timescales.bioRxiv : the preprint server for biology · 2026Article
- A hypoxia-sensitive medullary nucleus modulates cerebral blood flow via a disynaptic pathway to cortex.bioRxiv : the preprint server for biology · 2026Article
- Global cortical arousal effects in fMRI reveal brain markers of state and trait anxiety.Cerebral cortex (New York, N.Y. : 1991) · 2026Article
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Corrections and comments
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Authors and funding
11 authors.
Ryan V RautAllen Institute, Seattle, WA, USA. raut@wustl.edu.ORCID 0000-0002-8761-1431
Zachary P RosenthalDepartment of Psychiatry, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, USA.ORCID 0000-0001-8787-0858
Xiaodan WangMallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, USA.
Hanyang MiaoDepartment of Neurology, Washington University in St. Louis, St. Louis, MO, USA.ORCID 0000-0001-5757-859X
Zhanqi ZhangDepartment of Computer Science & Engineering, University of California San Diego, La Jolla, CA, USA.
Jin-Moo LeeDepartment of Neurology, Washington University in St. Louis, St. Louis, MO, USA.ORCID 0000-0002-3979-0906
Marcus E RaichleMallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, USA.ORCID 0000-0002-1847-9588
Adam Q BauerMallinckrodt Institute of Radiology, Washington University in St. Louis, St. Louis, MO, USA.
Steven L BruntonDepartment of Mechanical Engineering, University of Washington, Seattle, WA, USA.ORCID 0000-0002-6565-5118
Bingni W BruntonDepartment of Biology, University of Washington, Seattle, WA, USA.ORCID 0000-0002-4831-3466
J Nathan KutzDepartment of Applied Mathematics, University of Washington, Seattle, WA, USA.ORCID 0000-0002-6004-2275
Funding
Plasticizing the Cortex to Enhance Stroke RecoveryR37NS110699 · NINDS · WASHINGTON UNIVERSITY · PI LEE, JIN-MOO · 2019 to 2025
$3.5MTargeting TFEB To Microglia and Monocytes to Enhance Amyloid DegradationR01NS094692 · NINDS · WASHINGTON UNIVERSITY · PI DIWAN, ABHINAV, LEE, JIN-MOO · 2017 to 2021
$2.4MINFLUENCE OF INTERHEMISPHERIC CONNECTIVITY ON RECOVERY AFTER FOCAL ISCHEMIAR01NS084028 · NINDS · WASHINGTON UNIVERSITY · PI LEE, JIN-MOO · 2013 to 2017
$2.2MOPTOGENETIC MAPPING OF CELL SPECIFIC CONNECTIONS IN THE MOUSE BRAIN AFTER STROKER01NS102870 · NINDS · WASHINGTON UNIVERSITY · PI BAUER, ADAM Q · 2018 to 2022
$2.1MDetermining the efficacy of therapeutic interventions after stroke from cell specific functional connectomesR01NS126326 · NINDS · WASHINGTON UNIVERSITY · PI ADAM Q BAUER · 2023 to 2026
$1.8MNINDS NIH HHS R01 NS084028NINDS NIH HHS R01 NS094692NINDS NIH HHS R01 NS102870NINDS NIH HHS R01 NS126326NINDS NIH HHS R37 NS110699
Abstract
Neural activity in awake organisms shows widespread, spatiotemporally diverse correlations with behavioural and physiological measurements
Indexed as
ArousalBrainModels, NeurologicalSpatio-Temporal AnalysisAnimalsCalciumFemaleMaleMiceMice, Inbred C57BLNeuronsNonlinear DynamicsOptical ImagingOxygenPupilTime FactorsCalciumOxygen
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LicenceCC BY-NC-ND
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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.