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Title: | Altered grey matter structural covariance in chronic moderate-severe traumatic brain injury. | Austin Authors: | Symons, Georgia F;Gregg, Matthew C;Hicks, Amelia J;Rowe, Christopher C ;Shultz, Sandy R;Ponsford, Jennie L;Spitz, Gershon | Affiliation: | Department of Neuroscience, Monash University, 6th Floor, The Alfred Centre, 99 Commercial Road, Melbourne, VIC, 3004, Australia. Monash-Epworth Rehabilitation Research Centre, Ground Floor, 185-187 Hoddle St, Richmond, 3121, Australia. Molecular Imaging and Therapy |
Issue Date: | 19-Jan-2024 | Date: | 2024 | Publication information: | Scientific Reports 2024-01-19; 14(1) | Abstract: | Traumatic brain injury (TBI) alters brain network connectivity. Structural covariance networks (SCNs) reflect morphological covariation between brain regions. SCNs may elucidate how altered brain network topology in TBI influences long-term outcomes. Here, we assessed whether SCN organisation is altered in individuals with chronic moderate-severe TBI (≥ 10 years post-injury) and associations with cognitive performance. This case-control study included fifty individuals with chronic moderate-severe TBI compared to 75 healthy controls recruited from an ongoing longitudinal head injury outcome study. SCNs were constructed using grey matter volume measurements from T1-weighted MRI images. Global and regional SCN organisation in relation to group membership and cognitive ability was examined using regression analyses. Globally, TBI participants had reduced small-worldness, longer characteristic path length, higher clustering, and higher modularity globally (p < 0.05). Regionally, TBI participants had greater betweenness centrality (p < 0.05) in frontal and central areas of the cortex. No significant associations were observed between global network measures and cognitive ability in participants with TBI (p > 0.05). Chronic moderate-severe TBI was associated with a shift towards a more segregated global network topology and altered organisation in frontal and central brain regions. There was no evidence that SCNs are associated with cognition. | URI: | https://ahro.austin.org.au/austinjspui/handle/1/34946 | DOI: | 10.1038/s41598-023-50396-7 | ORCID: | Journal: | Scientific Reports | Start page: | 1728 | PubMed URL: | 38242923 | ISSN: | 2045-2322 | Type: | Journal Article | Subjects: | Gray Matter/diagnostic imaging Magnetic Resonance Imaging/methods Brain/diagnostic imaging Brain Injuries, Traumatic/diagnostic imaging |
Appears in Collections: | Journal articles |
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