Back

Volumetric and Diffusion Tensor Imaging biomarkers indicating long lasting post-concussion abnormalities in a youth pig model of mild Traumatic Brain Injury

Islam, S.; Netzley, A.; Chenyang, L.; Zhang, J.; Montero, B. D.; Vazquez, A.; Subbaiah, S.; Meoded, A.; Munoz, K.; Colbath, A.; Huang, J.; Mejia-Alvarez, R.; Manfredi, J.; Pelled, G.

2024-11-15 bioengineering
10.1101/2024.11.12.623259 bioRxiv
Show abstract

Mild Traumatic Brain Injury (mTBI) caused by sports-related incidents in children and youth can lead to prolonged cognitive impairments, underscoring the importance of improved diagnosis and comprehension of its enduring impacts on neuropathology. A pig model was chosen for its similarities to the human brain in terms of gyrencephalic structure, size, and regional proportions, and a closed-head mTBI was induced in adolescent pigs. In this study, 12 (n=4 male and n=8 female) 16-weeks old Yucatan pigs were tested; n=6 received mTBI and n=6 received a Sham procedure. This study utilized T1-weighted imaging to assess volumetric alterations in different regions of the brain and diffusion tensor imaging (DTI) to examine microstructural damage in white matter. The pigs were imaged at one and three months post-injury. Our volumetric analysis of key white and gray matter regions showed significant longitudinal changes in pigs with mTBI compared to sham controls. The observed volume increases may be attributed to swelling, neuroinflammation, or hyperactivity. Fractional anisotropy (FA) values derived from DTI images demonstrated an increase in corpus callosum from 1 month to 3 months only in mTBI pigs. Additionally, comparisons of the left and right internal capsules revealed a decrease in FA in the right internal capsule for mTBI pigs, likely due to the impact being slightly localized to the right side of the brain, which may indicate demyelination. Thus, the injury has disrupted the maturation of white and gray matter of the developing brain. This signifies the need for longitudinal investigations after mTBI to comprehensively assess its long-term effects and contribute to the clinical management of concussion in youth.

Matching journals

The top 4 journals account for 50% of the predicted probability mass.

1
Journal of Neurotrauma
27 papers in training set
Top 0.1%
22.6%
2
Frontiers in Neurology
91 papers in training set
Top 0.4%
12.5%
3
Journal of Neuroscience Research
25 papers in training set
Top 0.1%
12.5%
4
Scientific Reports
3102 papers in training set
Top 12%
7.2%
50% of probability mass above
5
PLOS ONE
4510 papers in training set
Top 27%
6.4%
6
Frontiers in Neuroscience
223 papers in training set
Top 1%
3.7%
7
Brain and Behavior
37 papers in training set
Top 0.1%
3.6%
8
Journal of Biomechanical Engineering
17 papers in training set
Top 0.1%
2.1%
9
Brain Communications
147 papers in training set
Top 2%
1.7%
10
Frontiers in Aging Neuroscience
67 papers in training set
Top 2%
1.7%
11
Acta Neuropathologica Communications
81 papers in training set
Top 0.6%
1.7%
12
Annals of Clinical and Translational Neurology
29 papers in training set
Top 0.6%
1.5%
13
The Journal of Headache and Pain
10 papers in training set
Top 0.1%
1.0%
14
Progress in Neurobiology
41 papers in training set
Top 2%
0.8%
15
Journal of Clinical Medicine
91 papers in training set
Top 6%
0.8%
16
Brain Research
35 papers in training set
Top 2%
0.7%
17
Biomedicines
66 papers in training set
Top 3%
0.7%
18
European Radiology
14 papers in training set
Top 0.8%
0.6%
19
Developmental Cognitive Neuroscience
81 papers in training set
Top 0.7%
0.6%
20
Behavioural Brain Research
70 papers in training set
Top 1%
0.6%
21
Neurobiology of Disease
134 papers in training set
Top 5%
0.6%
22
International Journal of Molecular Sciences
453 papers in training set
Top 18%
0.6%
23
Biological Psychiatry
119 papers in training set
Top 3%
0.6%