Multifaceted brain networks reconfiguration in disorders of consciousness uncovered by co-activation patterns

Carol Di Perri*, Enrico Amico*, Lizette Heine, Jitka Annen, Charlotte Martial, Stephen Karl Larroque, Andrea Soddu, Daniele Marinazzo, Steven Laureys

*Corresponding author for this work

Research output: Contribution to journalArticlepeer-review

Abstract

Introduction: Given that recent research has shown that functional connectivity is not a static phenomenon, we aim to investigate the dynamic properties of the default mode network's (DMN) connectivity in patients with disorders of consciousness.

Methods: Resting-state fMRI volumes of a convenience sample of 17 patients in unresponsive wakefulness syndrome (UWS) and controls were reduced to a spatiotemporal point process by selecting critical time points in the posterior cingulate cortex (PCC). Spatial clustering was performed on the extracted PCC time frames to obtain 8 different co-activation patterns (CAPs). We investigated spatial connectivity patterns positively and negatively correlated with PCC using both CAPs and standard stationary method. We calculated CAPs occurrences and the total number of frames.

Results: Compared to controls, patients showed (i) decreased within-network positive correlations and between-network negative correlations, (ii) emergence of “pathological” within-network negative correlations and between-network positive correlations (better defined with CAPs), and (iii) “pathological” increases in within-network positive correlations and between-network negative correlations (only detectable using CAPs). Patients showed decreased occurrence of DMN-like CAPs (1–2) compared to controls. No between-group differences were observed in the total number of frames.

Conclusion: CAPs reveal at a more fine-grained level the multifaceted spatial connectivity reconfiguration following the DMN disruption in UWS patients, which is more complex than previously thought and suggests alternative anatomical substrates for consciousness. BOLD fluctuations do not seem to differ between patients and controls, suggesting that BOLD response represents an intrinsic feature of the signal, and therefore that spatial configuration is more important for consciousness than BOLD activation itself.

Original languageEnglish
Pages (from-to)89-103
Number of pages15
JournalHuman Brain Mapping
Volume39
Issue number1
Early online date11 Oct 2017
DOIs
Publication statusPublished - Jan 2018

Bibliographical note

Publisher Copyright:
© 2017 Wiley Periodicals, Inc.

Keywords

  • co-activation patterns
  • dynamic network interactions
  • pathological hyperconnectivity
  • unresponsive wakefulness syndrome

ASJC Scopus subject areas

  • Anatomy
  • Radiological and Ultrasound Technology
  • Radiology Nuclear Medicine and imaging
  • Neurology
  • Clinical Neurology

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