TY - JOUR
T1 - Thalamocortical Coherence Predicts Persistent Postconcussive Symptoms
AU - Li, Yi-Tien
AU - Kuo, Duen-Pang
AU - Tseng, Philip
AU - Chen, Yung-Chieh
AU - Cheng, Sho-Jen
AU - Wu, Changwei W
AU - Hsieh, Li-Chun
AU - Chiang, Yung-Hsiao
AU - Chung, Hsiao-Wen
AU - Lui, Yvonne W
AU - Chen, Cheng-Yu
N1 - Funding Information:
This work was partially supported by the Ministry of Science and Technology, Taiwan (MOST108-2321-B-038-008, MOST110-2314-B-038-086-MY3), and Taipei Medical University, Taiwan (TMU109-AE1-B18, TMU109-AE2-I06-1). The authors also thank Wallace Academic Editing for the language editing.
Funding Information:
This work was partially supported by the Ministry of Science and Technology , Taiwan ( MOST108-2321-B-038-008 , MOST110-2314-B-038-086-MY3 ), and Taipei Medical University , Taiwan ( TMU109-AE1-B18 , TMU109-AE2-I06-1 ). The authors also thank Wallace Academic Editing for the language editing.
Publisher Copyright:
© 2023 Elsevier Ltd
PY - 2023/7
Y1 - 2023/7
N2 - The pathogenetic mechanism of persistent post-concussive symptoms (PCS) following concussion remains unclear. Thalamic damage is known to play a role in PCS prolongation while the evidence and biomarkers that trigger persistent PCS have never been elucidated. We collected longitudinal neuroimaging and behavior data from patients and rodents after concussion, complemented with rodents' histological staining data, to unravel the early biomarkers of persistent PCS. Diffusion tensor imaging (DTI) were acquired to investigated the thalamic damage, while quantitative thalamocortical coherence was derived through resting-state functional MRI for evaluating thalamocortical functioning and predicting long-term behavioral outcome. Patients with prolonged symptoms showed abnormal DTI-derived indices at the boundaries of bilateral thalami (peri-thalamic regions). Both patients and rats with persistent symptoms demonstrated enhanced thalamocortical coherence between different thalamocortical circuits, which disrupted thalamocortical multifunctionality. In rodents, the persistent DTI abnormalities were validated in thalamic reticular nucleus (TRN) through immunohistochemistry, and correlated with enhanced thalamocortical coherence. Strong predictive power of these coherence biomarkers for long-term PCS was also validated using another patient cohort. Postconcussive events may begin with persistent TRN injury, followed by disrupted thalamocortical coherence and prolonged PCS. Functional MRI-based coherence measures can be surrogate biomarkers for early prediction of long-term PCS.
AB - The pathogenetic mechanism of persistent post-concussive symptoms (PCS) following concussion remains unclear. Thalamic damage is known to play a role in PCS prolongation while the evidence and biomarkers that trigger persistent PCS have never been elucidated. We collected longitudinal neuroimaging and behavior data from patients and rodents after concussion, complemented with rodents' histological staining data, to unravel the early biomarkers of persistent PCS. Diffusion tensor imaging (DTI) were acquired to investigated the thalamic damage, while quantitative thalamocortical coherence was derived through resting-state functional MRI for evaluating thalamocortical functioning and predicting long-term behavioral outcome. Patients with prolonged symptoms showed abnormal DTI-derived indices at the boundaries of bilateral thalami (peri-thalamic regions). Both patients and rats with persistent symptoms demonstrated enhanced thalamocortical coherence between different thalamocortical circuits, which disrupted thalamocortical multifunctionality. In rodents, the persistent DTI abnormalities were validated in thalamic reticular nucleus (TRN) through immunohistochemistry, and correlated with enhanced thalamocortical coherence. Strong predictive power of these coherence biomarkers for long-term PCS was also validated using another patient cohort. Postconcussive events may begin with persistent TRN injury, followed by disrupted thalamocortical coherence and prolonged PCS. Functional MRI-based coherence measures can be surrogate biomarkers for early prediction of long-term PCS.
KW - Coherence biomarkers
KW - Concussion
KW - Machine learning
KW - Persistent postconcussive symptoms
KW - Thalamic reticular nucleus
KW - Thalamocortical coherence
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U2 - 10.1016/j.pneurobio.2023.102464
DO - 10.1016/j.pneurobio.2023.102464
M3 - Article
C2 - 37169275
SN - 0301-0082
VL - 226
SP - 102464
JO - Progress in Neurobiology
JF - Progress in Neurobiology
M1 - 102464
ER -