Literature DB >> 29737490

Regional entropy of functional imaging signals varies differently in sensory and cognitive systems during propofol-modulated loss and return of behavioral responsiveness.

Xiaolin Liu1, Kathryn K Lauer2, B Douglas Ward3, Christopher J Roberts2, Suyan Liu2, Suneeta Gollapudy2, Robert Rohloff4, William Gross2, Zhan Xu3, Shanshan Chen5, Lubin Wang5, Zheng Yang5, Shi-Jiang Li3, Jeffrey R Binder4, Anthony G Hudetz6.   

Abstract

The level and richness of consciousness depend on information integration in the brain. Altered interregional functional interactions may indicate disrupted information integration during anesthetic-induced unconsciousness. How anesthetics modulate the amount of information in various brain regions has received less attention. Here, we propose a novel approach to quantify regional information content in the brain by the entropy of the principal components of regional blood oxygen-dependent imaging signals during graded propofol sedation. Fifteen healthy individuals underwent resting-state scans in wakeful baseline, light sedation (conscious), deep sedation (unconscious), and recovery (conscious). Light sedation characterized by lethargic behavioral responses was associated with global reduction of entropy in the brain. Deep sedation with completely suppressed overt responsiveness was associated with further reductions of entropy in sensory (primary and higher sensory plus orbital prefrontal cortices) but not high-order cognitive (dorsal and medial prefrontal, cingulate, parietotemporal cortices and hippocampal areas) systems. Upon recovery of responsiveness, entropy was restored in the sensory but not in high-order cognitive systems. These findings provide novel evidence for a reduction of information content of the brain as a potential systems-level mechanism of reduced consciousness during propofol anesthesia. The differential changes of entropy in the sensory and high-order cognitive systems associated with losing and regaining overt responsiveness are consistent with the notion of "disconnected consciousness", in which a complete sensory-motor disconnection from the environment occurs with preserved internal mentation.

Entities:  

Keywords:  Anesthesia; Consciousness; Entropy; Propofol sedation; Resting-state fMRI

Mesh:

Substances:

Year:  2019        PMID: 29737490      PMCID: PMC6239968          DOI: 10.1007/s11682-018-9886-0

Source DB:  PubMed          Journal:  Brain Imaging Behav        ISSN: 1931-7557            Impact factor:   3.978


  62 in total

1.  Approximate entropy as an electroencephalographic measure of anesthetic drug effect during desflurane anesthesia.

Authors:  J Bruhn; H Röpcke; A Hoeft
Journal:  Anesthesiology       Date:  2000-03       Impact factor: 7.892

2.  Automated anatomical labeling of activations in SPM using a macroscopic anatomical parcellation of the MNI MRI single-subject brain.

Authors:  N Tzourio-Mazoyer; B Landeau; D Papathanassiou; F Crivello; O Etard; N Delcroix; B Mazoyer; M Joliot
Journal:  Neuroimage       Date:  2002-01       Impact factor: 6.556

3.  Toward a theory of the general-anesthetic-induced phase transition of the cerebral cortex. II. Numerical simulations, spectral entropy, and correlation times.

Authors:  D A Steyn-Ross; M L Steyn-Ross; L C Wilcocks; J W Sleigh
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2001-06-27

4.  Time-frequency balanced spectral entropy as a measure of anesthetic drug effect in central nervous system during sevoflurane, propofol, and thiopental anesthesia.

Authors:  A Vakkuri; A Yli-Hankala; P Talja; S Mustola; H Tolvanen-Laakso; T Sampson; H Viertiö-Oja
Journal:  Acta Anaesthesiol Scand       Date:  2004-02       Impact factor: 2.105

5.  Critical branching captures activity in living neural networks and maximizes the number of metastable States.

Authors:  Clayton Haldeman; John M Beggs
Journal:  Phys Rev Lett       Date:  2005-02-07       Impact factor: 9.161

6.  Breakdown of cortical effective connectivity during sleep.

Authors:  Marcello Massimini; Fabio Ferrarelli; Reto Huber; Steve K Esser; Harpreet Singh; Giulio Tononi
Journal:  Science       Date:  2005-09-30       Impact factor: 47.728

7.  Comparison of bispectral index, 95% spectral edge frequency and approximate entropy of the EEG, with changes in heart rate variability during induction of general anaesthesia.

Authors:  J W Sleigh; J Donovan
Journal:  Br J Anaesth       Date:  1999-05       Impact factor: 9.166

8.  Cortical processing of complex auditory stimuli during alterations of consciousness with the general anesthetic propofol.

Authors:  Gilles Plourde; Pascal Belin; Daniel Chartrand; Pierre Fiset; Steven B Backman; Guoming Xie; Robert J Zatorre
Journal:  Anesthesiology       Date:  2006-03       Impact factor: 7.892

9.  Theoretical electroencephalogram stationary spectrum for a white-noise-driven cortex: evidence for a general anesthetic-induced phase transition.

Authors:  M L Steyn-Ross; D A Steyn-Ross; J W Sleigh; D T Liley
Journal:  Phys Rev E Stat Phys Plasmas Fluids Relat Interdiscip Topics       Date:  1999-12

10.  An information integration theory of consciousness.

Authors:  Giulio Tononi
Journal:  BMC Neurosci       Date:  2004-11-02       Impact factor: 3.288

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Journal:  Nat Commun       Date:  2019-10-10       Impact factor: 14.919

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Authors:  Andrea I Luppi; Joshua Cain; Lennart R B Spindler; Urszula J Górska; Daniel Toker; Andrew E Hudson; Emery N Brown; Michael N Diringer; Robert D Stevens; Marcello Massimini; Martin M Monti; Emmanuel A Stamatakis; Melanie Boly
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3.  Relationship Between Basic Properties of BOLD Fluctuations and Calculated Metrics of Complexity in the Human Connectome Project.

Authors:  Shella Keilholz; Eric Maltbie; Xiaodi Zhang; Behnaz Yousefi; Wen-Ju Pan; Nan Xu; Maysam Nezafati; Theodore J LaGrow; Ying Guo
Journal:  Front Neurosci       Date:  2020-09-15       Impact factor: 4.677

  3 in total

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