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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South China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
South China Normal Univ, Sch Psychol, Guangzhou 510631, Peoples R China
South China Normal Univ, Guangdong Key Lab Mental Hlth & Cognit Sci, Guangzhou 510631, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
Song, Jie
Li, Jie
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Hangzhou Normal Univ, Dept Radiol, Affiliated Hosp, Hangzhou 310015, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
Li, Jie
Chen, Lixiang
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South China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
South China Normal Univ, Sch Psychol, Guangzhou 510631, Peoples R China
South China Normal Univ, Guangdong Key Lab Mental Hlth & Cognit Sci, Guangzhou 510631, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
Chen, Lixiang
Lu, Xingqi
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Hangzhou Normal Univ, Dept Radiol, Affiliated Hosp, Hangzhou 310015, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
Lu, Xingqi
Zheng, Senning
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South China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
South China Normal Univ, Sch Psychol, Guangzhou 510631, Peoples R China
South China Normal Univ, Guangdong Key Lab Mental Hlth & Cognit Sci, Guangzhou 510631, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
Zheng, Senning
Yang, Ying
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Hangzhou Normal Univ, Dept Radiol, Affiliated Hosp, Hangzhou 310015, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
Yang, Ying
Cao, Bolin
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South China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
South China Normal Univ, Sch Psychol, Guangzhou 510631, Peoples R China
South China Normal Univ, Guangdong Key Lab Mental Hlth & Cognit Sci, Guangzhou 510631, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
Cao, Bolin
Weng, Yihe
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South China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
South China Normal Univ, Sch Psychol, Guangzhou 510631, Peoples R China
South China Normal Univ, Guangdong Key Lab Mental Hlth & Cognit Sci, Guangzhou 510631, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
Weng, Yihe
Chen, Qinyuan
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South China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
South China Normal Univ, Guangdong Key Lab Mental Hlth & Cognit Sci, Guangzhou 510631, Peoples R China
South China Normal Univ, Inst Brain Res & Rehabil, Guangzhou 510631, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
Chen, Qinyuan
Ding, Jianping
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机构:
Hangzhou Normal Univ, Dept Radiol, Affiliated Hosp, Hangzhou 310015, Peoples R China
Hangzhou Normal Univ, Sch Med, Hangzhou 310015, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
Ding, Jianping
Huang, Ruiwang
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South China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
South China Normal Univ, Sch Psychol, Guangzhou 510631, Peoples R China
South China Normal Univ, Guangdong Key Lab Mental Hlth & Cognit Sci, Guangzhou 510631, Peoples R ChinaSouth China Normal Univ, Ctr Studies Psychol Applicat, Guangzhou 510631, Peoples R China
机构:
Seoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South KoreaSeoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South Korea
Kim, Eunkyung
Seo, Han Gil
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Seoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South KoreaSeoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South Korea
Seo, Han Gil
Lee, Hyun Haeng
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Seoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South Korea
Konkuk Univ, Dept Rehabil Med, Sch Med, Seoul 03080, South Korea
Konkuk Univ, Med Ctr, Seoul 03080, South KoreaSeoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South Korea
Lee, Hyun Haeng
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Lee, Seung Hak
Choi, Seung Hong
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Seoul Natl Univ, Dept Radiol, Coll Med, Seoul 03080, South Korea
Seoul Natl Univ Hosp, Dept Radiol, Seoul 03080, South KoreaSeoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South Korea
Choi, Seung Hong
Yoo, Roh-Eul
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机构:
Seoul Natl Univ, Dept Radiol, Coll Med, Seoul 03080, South Korea
Seoul Natl Univ Hosp, Dept Radiol, Seoul 03080, South KoreaSeoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South Korea
Yoo, Roh-Eul
Cho, Won-Sang
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Seoul Natl Univ Hosp, Dept Neurosurg, Seoul 03080, South KoreaSeoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South Korea
Cho, Won-Sang
Wagner, Amy K.
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Univ Pittsburgh, Dept Phys Med & Rehabil, Pittsburgh, PA 15260 USASeoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South Korea
Wagner, Amy K.
Oh, Byung-Mo
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Seoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South KoreaSeoul Natl Univ Hosp, Dept Rehabil Med, Seoul 03080, South Korea
机构:
Leonard Davis School of Gerontology, University of Southern California, Los Angeles,CA, United StatesLeonard Davis School of Gerontology, University of Southern California, Los Angeles,CA, United States
Imms, Phoebe
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Clemente, Adam
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Deutscher, Evelyn
Radwan, Ahmed M.
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KU Leuven, Department of Imaging and Pathology, Translational MRI, ,, Leuven, BelgiumLeonard Davis School of Gerontology, University of Southern California, Los Angeles,CA, United States
Radwan, Ahmed M.
Akhlaghi, Hamed
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Emergency Department, St. Vincent’s Hospital (Melbourne), Faculty of Health, Deakin University, Melbourne,VIC, AustraliaLeonard Davis School of Gerontology, University of Southern California, Los Angeles,CA, United States
Akhlaghi, Hamed
Beech, Paul
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Department of Radiology and Nuclear Medicine, The Alfred Hospital, Melbourne,VIC, AustraliaLeonard Davis School of Gerontology, University of Southern California, Los Angeles,CA, United States
Beech, Paul
Wilson, Peter H.
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机构:
Healthy Brain and Mind Research Centre, School of Behavioural, Health, and Human Sciences, Faculty of Health Sciences, Australian Catholic University, Fitzroy,VIC, AustraliaLeonard Davis School of Gerontology, University of Southern California, Los Angeles,CA, United States
Wilson, Peter H.
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Irimia, Andrei
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Poudel, Govinda
Domínguez Duque, Juan F.
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Cognitive Neuroscience Unit, School of Psychology, Faculty of Health, Deakin University, Burwood,VIC, AustraliaLeonard Davis School of Gerontology, University of Southern California, Los Angeles,CA, United States
Domínguez Duque, Juan F.
Caeyenberghs, Karen
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机构:
Cognitive Neuroscience Unit, School of Psychology, Faculty of Health, Deakin University, Burwood,VIC, AustraliaLeonard Davis School of Gerontology, University of Southern California, Los Angeles,CA, United States