ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2017
Dynamic Shifts in Large-Scale Brain Network Balance As a Function of Arousal.
Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 68 papers, 1 of them a synthesis that pooled it.
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Who cites it
68 citing papers in PubMed, 1 synthesis or guideline pooled it, 150 citations in OpenAlex.
- Meta-analytic evidence for downregulation of the amygdala during working memory maintenance.Human brain mapping · 2022Pooled it
- Measuring inter-individual differences in stress sensitivity during MR-guided prostate biopsy.Scientific reports · 2021Trial
- Interactive influence of sex, stressor timing, and the BclI glucocorticoid receptor polymorphism on stress-induced alterations of long-term memory.Brain and cognition · 2019Trial
- Salience network coupling is linked to both tobacco smoking and symptoms of attention deficit hyperactivity disorder (ADHD).Drug and alcohol dependence · 2018Trial
- Network activation and its association with perceived stress underlie performance under stressful high demand.Neurobiology of stress · 2026Article
- Arousal state alters brain network switching and moderates cognitive task performance.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
- Emotional arousal enhances narrative memories through functional integration of large-scale brain networks.Nature human behaviour · 2026Article
- Research progress on the role of the locus coeruleus in cognitive function.Frontiers in human neuroscience · 2026Review
- Dynamic brain mechanisms supporting salient memories under cortisol.Science advances · 2025Article
- State-base dynamic functional connectivity analysis of fMRI data during facial emotional processing.Brain imaging and behavior · 2025Article
- The Psychopathological Domains of Attachment Trauma: A Proposal for a Clinical Conceptualization.Clinical neuropsychiatry · 2025Article
- Introducing the Glutamate-Amplifies-Noradrenergic-Effects (GANE) Model to the Neurocognitive Study of Emotion-Related Impulsivity.Clinical psychological science : a journal of the Association for Psychological Science · 2025Article
- Article
- Dynamic brain connectivity predicts emotional arousal during naturalistic movie-watching.PLoS computational biology · 2025Article
- The Impact of Early Life Experiences on Stress Neurobiology and the Development of Anxiety.Current topics in behavioral neurosciences · 2025Review
- Cortisol awakening response prompts dynamic reconfiguration of brain networks in emotional and executive functioning.Proceedings of the National Academy of Sciences of the United States of America · 2024Article
- Associations between parental psychopathology and youth functional emotion regulation brain networks.Developmental cognitive neuroscience · 2024Article
- The role of functional emotion circuits in distinct dimensions of psychopathology in youth.Translational psychiatry · 2024Article
- Dynamic Organization of Large-scale Functional Brain Networks Supports Interactions Between Emotion and Executive Control.Neuroscience bulletin · 2024Review
8 more citing papers are in PubMed but not listed here.
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Authors and funding
8 authors at 6 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The ability to temporarily prioritize rapid and vigilant reactions over slower higher-order cognitive functions is essential for adaptive responding to threat. This reprioritization is believed to reflect shifts in resource allocation between large-scale brain networks that support these cognitive functions, including the salience and executive control networks. However, how changes in communication within and between such networks dynamically unfold as a function of threat-related arousal remains unknown. To address this issue, we collected functional MRI data and continuously assessed the heart rate from 120 healthy human adults as they viewed emotionally arousing and ecologically valid cinematographic material. We then developed an analysis method that tracks dynamic changes in large-scale network cohesion by quantifying the level of within-network and between-network interaction. We found a monotonically increasing relationship between heart rate, a physiological index of arousal, and within-network cohesion in the salience network, indicating that coordination of activity within the salience network dynamically tracks arousal. Strikingly, salience-executive control between-network cohesion peaked at moderate arousal. These findings indicate that at moderate arousal, which has been associated with optimal noradrenergic signaling, the salience network is optimally able to engage the executive control network to coordinate cognitive activity, but is unable to do so at tonically elevated noradrenergic levels associated with acute stress. Our findings extend neurophysiological models of the effects of stress-related neuromodulatory signaling at the cellular level to large-scale neural systems, and thereby explain shifts in cognitive functioning during acute stress, which may play an important role in the development and maintenance of stress-related mental disorders. SIGNIFICANCE STATEMENT: How does brain functioning change in arousing or stressful situations? Extant literature suggests that through global projections, arousal-related neuromodulatory changes can rapidly alter coordination of neural activity across brain-wide neural systems or large-scale networks. Since it is unknown how such processes unfold, we developed a method to dynamically track levels of within-network and between-network interaction. We applied this technique to human neuroimaging data acquired while participants watched realistic and emotionally arousing cinematographic material. Results demonstrate that cohesion within the salience network monotonically increases with arousal, while cohesion of this network with the executive control network peaks at moderate arousal. Our findings explain how cognitive performance shifts as a function of arousal, and provide new insights into vulnerability for stress-related psychopathology.
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Registered trials
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.