ArticleJournal of magnetic resonance imaging : JMRI2017
Small world properties changes in mild traumatic brain injury.
Article in Journal of magnetic resonance imaging : JMRI, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 1 of them a synthesis that pooled it.
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Who cites it
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 30 citations in OpenAlex.
- The second decade of DTI in TBI part 1: a systematic review of mild TBI.Frontiers in neurologyPooled it
- PERK deficiency amplifies molecular, structural, and network vulnerability to repetitive mild traumatic brain injury.Neurobiology of disease · 2026Article
- PERK Deficiency Amplifies Molecular, Structural, and Network Vulnerability to Repetitive Mild Traumatic Brain Injury.bioRxiv : the preprint server for biology · 2026Article
- Establishing the link between post-concussive symptoms and brain network dysfunction: A systematic scoping review of neuroimaging evidence.NeuroImage. Clinical · 2026Article
- Advancements in diagnosing Post-concussion Syndrome: insights into epidemiology, pathophysiology, neuropathology, neuroimaging, and salivary biomarkers.Acta neurologica Belgica · 2025Review
- Functional Connectivity Patterns Following Mild Traumatic Brain Injury and the Association With Longitudinal Cognitive Function.Human brain mapping · 2025Article
- Graph Analysis of the Visual Cortical Network during Naturalistic Movie Viewing Reveals Increased Integration and Decreased Segregation Following Mild TBI.Vision (Basel, Switzerland) · 2024Article
- ENIGMA's simple seven: Recommendations to enhance the reproducibility of resting-state fMRI in traumatic brain injury.NeuroImage. Clinical · 2024Review
- The brain functional connectivity alterations in traumatic patients with olfactory disorder after low-level laser therapy demonstrated by fMRI.The neuroradiology journal · 2023Article
- Functional-structural large-scale brain networks are correlated with neurocognitive impairment in acute mild traumatic brain injury.Quantitative imaging in medicine and surgery · 2023Article
- Disrupted resting-state functional connectivity and network topology in mild traumatic brain injury: an arterial spin labelling study.Brain communications · 2023Article
- Therapeutic Neuromodulation toward a Critical State May Serve as a General Treatment Strategy.Biomedicines · 2022Article
- An exploratory study on functional connectivity after mild traumatic brain injury: Preserved global but altered local organization.Brain and behavior · 2022Article
- Rich-club reorganization of functional brain networks in acute mild traumatic brain injury with cognitive impairment.Quantitative imaging in medicine and surgery · 2022Article
- Graph-theoretical analysis of EEG functional connectivity during balance perturbation in traumatic brain injury: A pilot study.Human brain mapping · 2021Article
- Neurophysiological Biomarkers of Persistent Post-concussive Symptoms: A Scoping Review.Frontiers in neurology · 2021Article
- Traumatic Brain Injury Severity in a Network Perspective: A Diffusion MRI Based Connectome Study.Scientific reports · 2020Article
- Understanding white matter structural connectivity differences between cognitively impaired and nonimpaired active professional fighters.Human brain mapping · 2019Article
- Altered Functional Brain Networks in Patients with Traumatic Anosmia: Resting-State Functional MRI Based on Graph Theoretical Analysis.Korean journal of radiology · 2019Article
- Abnormal Gray Matter Structural Networks in Idiopathic Normal Pressure Hydrocephalus.Frontiers in aging neuroscience · 2018Article
Corrections and comments
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Authors and funding
1 author at 1 institution in 1 country.
Funding
Abstract
purposeTo investigate local and global efficiency changes characterized by small-world properties based on resting-state functional MRI, such as centrality and clustering coefficient, in mild traumatic brain injury (MTBI) patients; and to associate these findings with axonal injury as measured by diffusion tensor imaging (DTI) as well as with post-concussive symptom (PCS). MATERIALS AND
methodsThirty patients (mean age 35 ± 13 years) with clinically defined MTBI and 45 age-matched healthy controls (mean age 37 ± 10 years) participated in the experiments. Resting-state functional MRI was performed using gradient echo planar imaging sequence with 3 Tesla MRI scanner to obtain functional small-world networks. Out of all participants, 20 MTBI patients and 20 controls had available DTI data with three b-values (0, 500, 1000) s/mm
resultsCompared with controls, MTBI patients showed lower relative betweenness centrality (P = 0.01), but significantly higher clustering coefficient (P = 0.04), and these two metrics correlated negatively in patients (r = -0.77; P < 0.001). Regions with lower betweenness centrality (e.g., frontal and occipital) corresponded with the regions of reduced FA in patients, while global FA reduction correlated with betweenness centrality (r = 0.48; P = 0.03) and clustering coefficient (r = -0.46; P = 0.04) in MTBI patients. In addition, there was significantly higher thalamocortical connectivity that correlated with clustering coefficient (r = 0.39; P = 0.03) in patients. Also, patients with higher clustering coefficient tended to have less PCS score with negative correlation (r = -0.4; P = 0.04).
conclusionOur results demonstrated significant functional small-world properties changes in patients with MTBI, and suggest decreased global efficiency, possibly due to diffuse axonal injury and local network upregulation including increased thalamo-cortical connectivity. LEVEL OF EVIDENCE: 2 Technical Efficacy: Stage 2 J. MAGN. RESON. IMAGING 2017;46:518-527.
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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.