Altered grey matter structural covariance in chronic moderate-severe traumatic brain injury

被引:0
作者
Symons, Georgia F. [1 ]
Gregg, Matthew C. [2 ]
Hicks, Amelia J. [2 ]
Rowe, Christopher C. [3 ]
Shultz, Sandy R. [1 ,4 ]
Ponsford, Jennie L. [2 ]
Spitz, Gershon [1 ,2 ]
机构
[1] Monash Univ, Alfred Ctr, Dept Neurosci, 6th Floor,99 Commercial Rd, Melbourne, Vic 3004, Australia
[2] Monash Epworth Rehabil Res Ctr, Ground Floor,185-187 Hoddle St, Richmond 3121, Australia
[3] Austin Hlth, Dept Mol Imaging & Therapy, 145 Studley Rd, Heidelberg, Vic 3084, Australia
[4] Vancouver Isl Univ, Hlth Sci, 900 Fifth St, Nanaimo, BC V9R 5S5, Canada
基金
英国医学研究理事会;
关键词
COGNITIVE IMPAIRMENT; CORTICAL NETWORKS; GRAPH ANALYSIS; CONNECTIVITY; PATTERNS; DAMAGE; CONNECTOME; DYNAMICS; DECLINE; SYSTEM;
D O I
10.1038/s41598-023-50396-7
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
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.
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页数:12
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