Literature DB >> 30982332

Dynamic Functional Network Analysis in Mild Traumatic Brain Injury.

Wenshuai Hou1, Chandler Sours Rhodes2, Li Jiang2, Steven Roys2, Jiachen Zhuo2, Joseph JaJa1, Rao P Gullapalli2.   

Abstract

Mild traumatic brain injury (mTBI) is one of the most common neurological disorders for which a subset of patients develops persistent postconcussive symptoms. Previous studies discovered abnormalities and disruptions in the brain functional networks of mTBI patients principally using static functional connectivity measures which assume that neural communication across the brain is static during resting state conditions. In this study, we examine the differences in dynamic neural communication between mTBI and control participants through the application of a combination of dynamic functional analysis and graph theoretic algorithms. Resting state functional magnetic resonance imaging data was obtained on 47 mTBI patients at the acute stage of injury and 30 demographically matched healthy control participants. Results show unique alterations in both the static and dynamic functional connectivity at the acute stage in mTBI patients who suffer persistent symptoms (≥6 months after injury). In addition, mTBI patients with postconcussion syndrome demonstrated a unique allocation of time in various brain states compared to both control participants and mTBI patients with favorable outcomes. These findings suggest that global damage to the overall communication across the brain in the acute stage may contribute to chronic mTBI symptoms. Dynamic functional analysis is a powerful tool that provides insights into the brain states and the innovative analysis methodology utilized may hold the potential to delineate patients predisposed to poor outcomes upon early presentation following injury.

Entities:  

Keywords:  dynamic functional connectivity; graph theory; mild traumatic brain injury; postconcussive syndrome

Mesh:

Year:  2019        PMID: 30982332      PMCID: PMC6648233          DOI: 10.1089/brain.2018.0629

Source DB:  PubMed          Journal:  Brain Connect        ISSN: 2158-0014


  43 in total

1.  The nature of processing speed deficits in traumatic brain injury: is less brain more?

Authors:  Frank G Hillary; Helen M Genova; John D Medaglia; Neal M Fitzpatrick; Kathy S Chiou; Britney M Wardecker; Robert G Franklin; Jianli Wang; John DeLuca
Journal:  Brain Imaging Behav       Date:  2010-06       Impact factor: 3.978

2.  Resting cerebral blood flow alterations in chronic traumatic brain injury: an arterial spin labeling perfusion FMRI study.

Authors:  Junghoon Kim; John Whyte; Sunil Patel; Brian Avants; Eduardo Europa; Jiongjiong Wang; John Slattery; James C Gee; H Branch Coslett; John A Detre
Journal:  J Neurotrauma       Date:  2010-08       Impact factor: 5.269

3.  Default mode network interference in mild traumatic brain injury - a pilot resting state study.

Authors:  Chandler Sours; Jiachen Zhuo; Jacqueline Janowich; Bizhan Aarabi; Kathirkamanthan Shanmuganathan; Rao P Gullapalli
Journal:  Brain Res       Date:  2013-08-27       Impact factor: 3.252

4.  The Rivermead Post Concussion Symptoms Questionnaire: a measure of symptoms commonly experienced after head injury and its reliability.

Authors:  N S King; S Crawford; F J Wenden; N E Moss; D T Wade
Journal:  J Neurol       Date:  1995-09       Impact factor: 4.849

5.  Estimation of functional connectivity in fMRI data using stability selection-based sparse partial correlation with elastic net penalty.

Authors:  Srikanth Ryali; Tianwen Chen; Kaustubh Supekar; Vinod Menon
Journal:  Neuroimage       Date:  2011-12-01       Impact factor: 6.556

6.  Multiple resting state network functional connectivity abnormalities in mild traumatic brain injury.

Authors:  Michael C Stevens; David Lovejoy; Jinsuh Kim; Howard Oakes; Inam Kureshi; Suzanne T Witt
Journal:  Brain Imaging Behav       Date:  2012-06       Impact factor: 3.978

7.  Functional connectivity in mild traumatic brain injury.

Authors:  Andrew R Mayer; Maggie V Mannell; Josef Ling; Charles Gasparovic; Ronald A Yeo
Journal:  Hum Brain Mapp       Date:  2011-01-21       Impact factor: 5.038

8.  A perfusion fMRI study of the neural correlates of sustained-attention and working-memory deficits in chronic traumatic brain injury.

Authors:  Junghoon Kim; John Whyte; Sunil Patel; Eduardo Europa; John Slattery; H Branch Coslett; John A Detre
Journal:  Neurorehabil Neural Repair       Date:  2012-02-22       Impact factor: 3.919

9.  Early predictors of postconcussive syndrome in a population of trauma patients with mild traumatic brain injury.

Authors:  Patricia C Dischinger; Gabriel E Ryb; Joseph A Kufera; Kimberly M Auman
Journal:  J Trauma       Date:  2009-02

10.  Resting State Functional Connectivity in Mild Traumatic Brain Injury at the Acute Stage: Independent Component and Seed-Based Analyses.

Authors:  Armin Iraji; Randall R Benson; Robert D Welch; Brian J O'Neil; John L Woodard; Syed Imran Ayaz; Andrew Kulek; Valerie Mika; Patrick Medado; Hamid Soltanian-Zadeh; Tianming Liu; E Mark Haacke; Zhifeng Kou
Journal:  J Neurotrauma       Date:  2015-03-06       Impact factor: 5.269

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  8 in total

1.  Functional outcome is tied to dynamic brain states after mild to moderate traumatic brain injury.

Authors:  Harm J van der Horn; Victor M Vergara; Flor A Espinoza; Vince D Calhoun; Andrew R Mayer; Joukje van der Naalt
Journal:  Hum Brain Mapp       Date:  2019-10-21       Impact factor: 5.038

2.  Cingulo-Opercular and Frontoparietal Network Control of Effort and Fatigue in Mild Traumatic Brain Injury.

Authors:  Amy E Ramage; Kimberly L Ray; Hannah M Franz; David F Tate; Jeffrey D Lewis; Donald A Robin
Journal:  Front Hum Neurosci       Date:  2022-02-10       Impact factor: 3.169

3.  Multiframe Evolving Dynamic Functional Connectivity (EVOdFNC): A Method for Constructing and Investigating Functional Brain Motifs.

Authors:  Robyn L Miller; Victor M Vergara; Godfrey D Pearlson; Vince D Calhoun
Journal:  Front Neurosci       Date:  2022-04-19       Impact factor: 4.677

Review 4.  Neuropathological Mechanisms of Mild Traumatic Brain Injury: A Perspective From Multimodal Magnetic Resonance Imaging.

Authors:  Yin Liu; Liyan Lu; Fengfang Li; Yu-Chen Chen
Journal:  Front Neurosci       Date:  2022-06-17       Impact factor: 5.152

5.  An exploratory study on functional connectivity after mild traumatic brain injury: Preserved global but altered local organization.

Authors:  Eunkyung Kim; Han Gil Seo; Min Yong Seong; Min-Gu Kang; Heejae Kim; Min Yong Lee; Roh-Eul Yoo; Inpyeong Hwang; Seung Hong Choi; Byung-Mo Oh
Journal:  Brain Behav       Date:  2022-08-22       Impact factor: 3.405

6.  Low-Frequency Repetitive Transcranial Magnetic Stimulation Restores Dynamic Functional Connectivity in Subcortical Stroke.

Authors:  Yin Qin; Xiaoying Liu; Xiaoping Guo; Minhua Liu; Hui Li; Shangwen Xu
Journal:  Front Neurol       Date:  2021-12-07       Impact factor: 4.003

Review 7.  Noninvasive magnetic resonance imaging techniques in mild traumatic brain injury research and diagnosis.

Authors:  Ekaterina Lunkova; Guido I Guberman; Alain Ptito; Rajeet Singh Saluja
Journal:  Hum Brain Mapp       Date:  2021-08-24       Impact factor: 5.038

8.  Personalized Connectome-Based Modeling in Patients with Semi-Acute Phase TBI: Relationship to Acute Neuroimaging and 6 Month Follow-Up.

Authors:  Tyler Good; Michael Schirner; Kelly Shen; Petra Ritter; Pratik Mukherjee; Brian Levine; Anthony Randal McIntosh
Journal:  eNeuro       Date:  2022-02-16
  8 in total

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