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Structural connectome differences in pediatric mild traumatic brain and orthopedic injury
- Source :
- Human Brain Mapping
- Publication Year :
- 2021
- Publisher :
- John Wiley & Sons, Inc., 2021.
-
Abstract
- Sophisticated network‐based approaches such as structural connectomics may help to detect a biomarker of mild traumatic brain injury (mTBI) in children. This study compared the structural connectome of children with mTBI or mild orthopedic injury (OI) to that of typically developing (TD) children. Children aged 8–16.99 years with mTBI (n = 83) or OI (n = 37) were recruited from the emergency department and completed 3T diffusion MRI 2–20 days postinjury. TD children (n = 39) were recruited from the community and completed diffusion MRI. Graph theory metrics were calculated for the binarized average fractional anisotropy among 90 regions. Multivariable linear regression and linear mixed effects models were used to compare groups, with covariates age, hemisphere, and sex, correcting for multiple comparisons. The two injury groups did not differ on graph theory metrics, but both differed from TD children in global metrics (local network efficiency: TD > OI, mTBI, d = 0.49; clustering coefficient: TD < OI, mTBI, d = 0.49) and regional metrics for the fusiform gyrus (lower degree centrality and nodal efficiency: TD > OI, mTBI, d = 0.80 to 0.96; characteristic path length: TD < OI, mTBI, d = −0.75 to −0.90) and in the superior and middle orbital frontal gyrus, paracentral lobule, insula, and thalamus (clustering coefficient: TD > OI, mTBI, d = 0.66 to 0.68). Both mTBI and OI demonstrated reduced global and regional network efficiency and segregation as compared to TD children. Findings suggest a general effect of childhood injury that could reflect pre‐ and postinjury factors that can alter brain structure. An OI group provides a more conservative comparison group than TD children for structural neuroimaging research in pediatric mTBI.<br />Children with mTBI and OI demonstrated reduced global and regional network efficiency and segregation as compared to TD children. Findings suggest a general effect of childhood injury that could reflect pre‐ and postinjury factors that can alter brain structure. An OI group provides a more conservative comparison group than TD children for pediatric mTBI research.
- Subjects :
- Male
medicine.medical_specialty
Connectomics
Childhood injury
orthopedic injury
Adolescent
Traumatic brain injury
graph theory
050105 experimental psychology
diffusion MRI
03 medical and health sciences
Fractures, Bone
0302 clinical medicine
Physical medicine and rehabilitation
Neuroimaging
structural connectome
Fractional anisotropy
medicine
Humans
0501 psychology and cognitive sciences
Radiology, Nuclear Medicine and imaging
Longitudinal Studies
Child
Research Articles
Brain Concussion
Radiological and Ultrasound Technology
business.industry
05 social sciences
Brain
Structural connectome
medicine.disease
Diffusion Tensor Imaging
Neurology
pediatric mild traumatic brain injury
Orthopedic surgery
Sprains and Strains
Female
Neurology (clinical)
Anatomy
Nerve Net
business
030217 neurology & neurosurgery
Diffusion MRI
Research Article
Subjects
Details
- Language :
- English
- ISSN :
- 10970193 and 10659471
- Volume :
- 43
- Issue :
- 3
- Database :
- OpenAIRE
- Journal :
- Human Brain Mapping
- Accession number :
- edsair.doi.dedup.....2637a08c6550c47e0417d49e2c62268c