ArticleAnnals of translational medicine2019
Psychological resilience negatively correlates with resting-state brain network flexibility in young healthy adults: a dynamic functional magnetic resonance imaging study.
Article in Annals of translational medicine, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed, 55 citations in OpenAlex.
- Predicting treatment response to transcutaneous auricular vagus nerve stimulation in patients with insomnia: resting-state functional connectivity based multivoxel pattern analysis.BMC psychiatry · 2026Trial
- Transcranial magnetic stimulation regulates brain functional network dynamics in stroke patients: a randomised controlled trial.Journal of neuroengineering and rehabilitation · 2025Trial
- Aberrant local and global neural activation patterns in pediatric Prader-Willi syndrome.Frontiers in neuroscience · 2026Article
- Altered dynamic functional connectivity in adults with rural left-behind experience: a resting-state fMRI study.Frontiers in psychiatry · 2026Article
- Functional transition rate of the default mode network is associated with self-reported resilience.NeuroImage · 2025Article
- Alterations of Brain Structural and Functional Connectivity Networks and Its Correlations With Cognitive Function in Patients With Hypothalamic Syndrome Following Craniopharyngioma Resection.Brain and behavior · 2025Article
- Abnormal alterations in structure-function coupling at the modular level in patients with postherpetic neuralgia.Scientific reports · 2025Article
- Psychological and neuro-morphological predictors of resilience in healthy adults: the whole is more than the sum of its parts.Frontiers in neuroscience · 2025Review
- Aberrant Flexibility of Dynamic Brain Network in Patients with Autism Spectrum Disorder.Bioengineering (Basel, Switzerland) · 2024Article
- Sex differences in human brain networks in normal and psychiatric populations from the perspective of small-world properties.Frontiers in psychiatry · 2024Review
- Study of dynamic brain function in irritable bowel syndrome via Hidden Markov Modeling.Frontiers in neuroscience · 2024Article
- Enhanced rich club connectivity in mild or moderate depression after nonpharmacological treatment: A preliminary study.Brain and behavior · 2023Article
- Frontal Alpha Asymmetry Argues for the Heterogeneity of Psychological Resilience.Brain sciences · 2023Article
- Brain Connectivity Signature Extractions from TMS Invoked EEGs.Sensors (Basel, Switzerland) · 2023Article
- Evaluating test-retest reliability and sex-/age-related effects on temporal clustering coefficient of dynamic functional brain networks.Human brain mapping · 2023Article
- Sex moderates family history of alcohol use disorder and childhood maltreatment effects on an fMRI stop-signal task.Human brain mapping · 2023Article
- Temporal Stability of the Dynamic Resting-State Functional Brain Network: Current Measures, Clinical Research Progress, and Future Perspectives.Brain sciences · 2023Article
- Age Related Functional Connectivity Signature Extraction Using Energy-Based Machine Learning Techniques.Sensors (Basel, Switzerland) · 2023Article
- Static and dynamic functional connectivity combined with the triple network model in amnestic mild cognitive impairment and Alzheimer's disease.Frontiers in neurology · 2023Article
- Profile and mental health characterization of childhood overprotection/overcontrol experiences among Chinese university students: a nationwide survey.Frontiers in psychiatry · 2023Article
Corrections and comments
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Authors and funding
8 authors at 2 institutions in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundPsychological resilience is an important personality trait whose decrease is associated with many common psychiatric disorders, but the neural mechanisms underlying it remain largely unclear. In this study, we aimed to explore the neural correlates of psychological resilience in healthy adults by investigating its relationship with functional brain network flexibility, a fundamental dynamic feature of brain network defined by switching frequency of its modular community structures.
methodsResting-state functional magnetic resonance imaging (fMRI) scans were acquired from 41 healthy adults, whose psychological resilience was quantified by the Connor-Davidson Resilience Scale (CD-RISC). Dynamic functional brain network was constructed for each subject, whose flexibility was calculated at all the global, subnetwork and region-of-interest (ROI) levels. After that, the associations between CD-RISC score and brain network flexibility were assessed at all levels by partial correlations controlling for age, sex, education and head motion. Correlation was also tested between the CD-RISC score and modularity of conventional static brain network for comparative purposes.
resultsThe CD-RISC score was significant negatively correlated with the brain network flexibility at global level (r=-0.533, P=0.001), and with flexibility of the visual subnetwork at subnetwork level (r=-0.576, corrected P=0.002). Moreover, significant (corrected P<0.05) or trends for (corrected P<0.10) negative correlations were found between the CD-RISC score and flexibilities of a number of visual and default-mode areas at ROI level. Meanwhile, the modularity of static brain network did not reveal significant correlation with CD-RISC score (P>0.05).
conclusionsOur results suggest that excessive fluctuations of the functional brain community structures during rest may be indicative of a lower psychological resilience, and the visual and default-mode systems may play crucial roles in such relationship. These findings may provide important implications for improving our understanding of the psychological resilience.
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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.