ArticleExperimental neurology2016
Disconnection and hyper-connectivity underlie reorganization after TBI: A rodent functional connectomic analysis.
Article in Experimental neurology, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 65 papers.
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Who cites it
65 citing papers in PubMed.
- Etiology-specific trajectories of longitudinal functional connectivity and network topology in posttraumatic and mesial temporal lobe epileptogenesis.Experimental neurology · 2026Article
- Dynamic Global and Local Enhancement of Theta-Band Functional Networks as Neural Markers of Spinal Cord Stimulation Efficacy in Disorders of Consciousness.CNS neuroscience & therapeutics · 2026Article
- Impact frequency and interval modulate brain network outcomes in a rat model of repetitive mild traumatic brain injury.Scientific reports · 2026Article
- Effects of noninvasive brain stimulation on motor functions in animal models of ischemia and trauma in the central nervous system.Neural regeneration research · 2026Article
- Sex-specific hippocampal microstructural alterations in 11-12-year-old adolescents with a history of mild traumatic brain injury.Frontiers in behavioral neuroscience · 2026Article
- MRI investigation of orientation-dependent changes in microstructure and function in a mouse model of mild traumatic brain injury.Acta neuropathologica communications · 2025Article
- Unbiased population-based statistics to obtain pathologic burden of injury after experimental TBI.Experimental neurology · 2025Article
- Combination method of macroscopic imaging with MRI and microscopic imaging with super resolution microscopy for brain microstructure analysis.Anatomical science international · 2025Article
- Unbiased Population-Based Statistics to Obtain Pathologic Burden of Injury after Experimental TBI.bioRxiv : the preprint server for biology · 2025Article
- Prospective Harmonization, Common Data Elements, and Sharing Strategies for Multicenter Pre-Clinical Traumatic Brain Injury Research in the Translational Outcomes Project in Neurotrauma Consortium.Journal of neurotrauma · 2025Article
- Intrinsic brain network stability during kainic acid-induced epileptogenesis.Epilepsia open · 2025Article
- Imaging the large-scale and cellular response to focal traumatic brain injury in mouse neocortex.Experimental physiology · 2025Article
- Early changes in spatiotemporal dynamics of remapped circuits and global networks predict functional recovery after stroke in mice.Neurophotonics · 2025Article
- Individualized mouse brain network models produce asymmetric patterns of functional connectivity after simulated traumatic injury.Network neuroscience (Cambridge, Mass.) · 2025Article
- Functional Connectivity, Tissue Microstructure, and T2 at 11.1 Tesla Distinguishes Neuroadaptive Differences in Two Traumatic Brain Injury Models in Rats: A Translational Outcomes Project in NeuroTrauma (TOP-NT) UG3 Phase Study.Neurotrauma reports · 2025Article
- Repetitive Mild Closed-Head Injury Induced Synapse Loss and Increased Local BOLD-fMRI Signal Homogeneity.Journal of neurotrauma · 2024Article
- Imaging the large-scale and cellular response to focal traumatic brain injury in mouse neocortex.bioRxiv : the preprint server for biology · 2024Article
- Social deficits mirror delayed cerebrovascular dysfunction after traumatic brain injury.Acta neuropathologica communications · 2024Article
- Constraint Induced Movement Therapy Confers only a Transient Behavioral Benefit but Enduring Functional Circuit-Level Changes after Experimental TBI.bioRxiv : the preprint server for biology · 2024Article
- Traumatic brain injury disrupts state-dependent functional cortical connectivity in a mouse model.Cerebral cortex (New York, N.Y. : 1991) · 2024Article
5 more citing papers are in PubMed but not listed here.
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6 authors.
Funding
Abstract
While past neuroimaging methods have contributed greatly to our understanding of brain function after traumatic brain injury (TBI), resting state functional MRI (rsfMRI) connectivity methods have more recently provided a far more unbiased approach with which to monitor brain circuitry compared to task-based approaches. However, current knowledge on the physiologic underpinnings of the correlated blood oxygen level dependent signal, and how changes in functional connectivity relate to reorganizational processes that occur following injury is limited. The degree and extent of this relationship remain to be determined in order that rsfMRI methods can be fully adapted for determining the optimal timing and type of rehabilitative interventions that can be used post-TBI to achieve the best outcome. Very few rsfMRI studies exist after experimental TBI and therefore we chose to acquire rsfMRI data before and at 7, 14 and 28 days after experimental TBI using a well-known, clinically-relevant, unilateral controlled cortical impact injury (CCI) adult rat model of TBI. This model was chosen since it has widespread axonal injury, a well-defined time-course of reorganization including spine, dendrite, axonal and cortical map changes, as well as spontaneous recovery of sensorimotor function by 28 d post-injury from which to interpret alterations in functional connectivity. Data were co-registered to a parcellated rat template to generate adjacency matrices for network analysis by graph theory. Making no assumptions about direction of change, we used two-tailed statistical analysis over multiple brain regions in a data-driven approach to access global and regional changes in network topology in order to assess brain connectivity in an unbiased way. Our main hypothesis was that deficits in functional connectivity would become apparent in regions known to be structurally altered or deficient in axonal connectivity in this model. The data show the loss of functional connectivity predicted by the structural deficits, not only within the primary sensorimotor injury site and pericontused regions, but the normally connected homotopic cortex, as well as subcortical regions, all of which persisted chronically. Especially novel in this study is the unanticipated finding of widespread increases in connection strength that dwarf both the degree and extent of the functional disconnections, and which persist chronically in some sensorimotor and subcortically connected regions. Exploratory global network analysis showed changes in network parameters indicative of possible acutely increased random connectivity and temporary reductions in modularity that were matched by local increases in connectedness and increased efficiency among more weakly connected regions. The global network parameters: shortest path-length, clustering coefficient and modularity that were most affected by trauma also scaled with the severity of injury, so that the corresponding regional measures were correlated to the injury severity most notably at 7 and 14 days and especially within, but not limited to, the contralateral cortex. These changes in functional network parameters are discussed in relation to the known time-course of physiologic and anatomic data that underlie structural and functional reorganization in this experiment model of TBI.
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