Mild traumatic brain injury impairs the coordination of intrinsic and motor-related neural dynamics

Lukas Rier, Rouzbeh Zamyadi, Jing Zhang, Zahra Emami, Zelekha A. Seedat, Sergiu Mocanu, Lauren E. Gascoyne, Christopher M. Allen, John W Scadding, Paul Furlong, Gerard Gooding-Williams, Mark W. Woolrich, Nikos Evangelou, Matthew J. Brookes, Benjamin T. Dunkley

Research output: Contribution to journalArticlepeer-review


Mild traumatic brain injury (mTBI) poses a considerable burden on healthcare systems. Whilst most patients recover quickly, a significant number suffer from sequelae that are not accompanied by measurable structural damage. Understanding the neural underpinnings of these debilitating effects and developing a means to detect injury, would address an important unmet clinical need. It could inform interventions and help predict prognosis. Magnetoencephalography (MEG) affords excellent sensitivity in probing neural function and presents significant promise for assessing mTBI, with abnormal neural oscillations being a potential specific biomarker. However, growing evidence suggests that neural dynamics are (at least in part) driven by transient, pan-spectral bursting and in this paper, we employ this model to investigate mTBI. We applied a Hidden Markov Model to MEG data recorded during resting state and a motor task and show that previous findings of diminished intrinsic beta amplitude in individuals with mTBI are largely due to the reduced beta band spectral content of bursts, and that diminished beta connectivity results from a loss in the temporal coincidence of burst states. In a motor task, mTBI results in diminished burst amplitude, altered modulation of burst probability during movement, and a loss in connectivity in motor networks. These results suggest that, mechanistically, mTBI disrupts the structural framework underlying neural synchrony, which impairs network function. Whilst the damage may be too subtle for structural imaging to see, the functional consequences are detectable and persist after injury. Our work shows that mTBI impairs the dynamic coordination of neural network activity and proposes a potent new method for understanding mTBI.
Original languageEnglish
Article number102841
JournalNeuroImage: Clinical
Early online date1 Oct 2021
Publication statusPublished - Oct 2021

Bibliographical note

© 2021 The Author(s). Published by Elsevier Inc. This is an open access article under the CC BY license

Funding: We acknowledge the UK Medical Research Council (Confidence in Concept Scheme) - Grant Ref: MC_PC_17173 – for funding this work. LR was funded by a Ph.D. studentship awarded by the University of Nottingham. We also gratefully acknowledge research funding from the UK Engineering and Physical Sciences Research Council (EPSRC) for wider funding (grant numbers EP/T001046/1 and EP/V047264/1). We also acknowledge grants from Defence Research and Development Canada (DRDC), the Canadian Institute for Military and Veteran Health Research (CIMVHR), and the Innovation for Defence Excellence and Security (IDEaS) Program.


  • Beta bursts
  • Concussion
  • MEG
  • Networks
  • mTBI
  • mild Traumatic Brain Injury


Dive into the research topics of 'Mild traumatic brain injury impairs the coordination of intrinsic and motor-related neural dynamics'. Together they form a unique fingerprint.

Cite this