Evidence map›Paper›PMID 37474587›Full record

ArticleCommunications biology2023

Altered brain dynamics index levels of arousal in complete locked-in syndrome.

Federico Zilio, Javier Gomez-Pilar, Ujwal Chaudhary, Stuart Fogel, Tatiana Fomina, Matthis Synofzik, Ludger Schöls, Shumei Cao, Jun Zhang, Zirui Huang and 2 more

Abstract read
In one paragraph

Article in Communications biology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
14citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

14 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Review
  3. Article
  4. Review
  5. Review
  6. Article
  7. Article
  8. Structured Dynamics in the Algorithmic Agent.Entropy (Basel, Switzerland) · 2025
    Article
  9. Review
  10. Article
  11. Review
  12. Article
  13. Article
  14. Review
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

12 authors.

Federico ZilioDepartment of Philosophy, Sociology, Education and Applied Psychology, University of Padova, Padua, Italy. federico.zilio@unipd.it.ORCID 0000-0001-9220-7372
Javier Gomez-PilarBiomedical Engineering Group, University of Valladolid, Valladolid, Spain.
Ujwal ChaudharyBrainPortal Technologies GmbH, Mannheim, Germany.
Stuart FogelSchool of Psychology, University of Ottawa, Ottawa, Canada.ORCID 0000-0002-3227-5370
Tatiana FominaDepartment for Empirical Inference, Max Planck Institute for Intelligent Systems, Tübingen, Germany.
Matthis SynofzikDepartment of Neurodegenerative Diseases and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.ORCID 0000-0002-2280-7273
Ludger SchölsDepartment of Neurodegenerative Diseases and Hertie-Institute for Clinical Brain Research, University of Tübingen, Tübingen, Germany.
Shumei CaoDepartment of Anesthesiology, Fudan University Shanghai Cancer Center, Shanghai, China.
Jun ZhangDepartment of Anesthesiology, Fudan University Shanghai Cancer Center, Shanghai, China.
Zirui HuangCenter for Consciousness Science, Department of Anesthesiology, University of Michigan Medical School, Ann Arbor, MI, USA.ORCID 0000-0002-5949-0206
Niels BirbaumerInstitute of Medical Psychology and Behavioral Neurobiology, University of Tübingen, Tübingen, Germany.
Georg NorthoffInstitute of Mental Health Research, University of Ottawa, Ottawa, Canada.ORCID 0000-0002-5236-0951

Funding

CIHR
6 · The paper itself

Abstract

Complete locked-in syndrome (CLIS) resulting from late-stage amyotrophic lateral sclerosis (ALS) is characterised by loss of motor function and eye movements. The absence of behavioural indicators of consciousness makes the search for neuronal correlates as possible biomarkers clinically and ethically urgent. EEG-based measures of brain dynamics such as power-law exponent (PLE) and Lempel-Ziv complexity (LZC) have been shown to have explanatory power for consciousness and may provide such neuronal indices for patients with CLIS. Here, we validated PLE and LZC (calculated in a dynamic way) as benchmarks of a wide range of arousal states across different reference states of consciousness (e.g., awake, sleep stages, ketamine, sevoflurane). We show a tendency toward high PLE and low LZC, with high intra-subject fluctuations and inter-subject variability in a cohort of CLIS patients with values graded along different arousal states as in our reference data sets. In conclusion, changes in brain dynamics indicate altered arousal in CLIS. Specifically, PLE and LZC are potentially relevant biomarkers to identify or diagnose the arousal level in CLIS and to determine the optimal time point for treatment, including communication attempts.

Indexed as

Locked-In SyndromeBiomarkersBrainElectroencephalographyHumansWakefulnessBiomarkers

Identifiers

PMID37474587
PMCPMC10359418

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.