Evidence map›Paper›PMID 37816599›Full record

ArticleThe Journal of neuroscience : the official journal of the Society for Neuroscience2023

Critical-like Brain Dynamics in a Continuum from Second- to First-Order Phase Transition.

Sheng H Wang, Felix Siebenhühner, Gabriele Arnulfo, Vladislav Myrov, Lino Nobili, Michael Breakspear, Satu Palva, J Matias Palva

Open access · greenAbstract read
In one paragraph

Article in The Journal of neuroscience : the official journal of the Society for Neuroscience, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers.

0numbers the graph read from it
0cells of the map it votes in
13citing papers in PubMed
4.9field-weighted citation impact, top 4% of its field
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

13 citing papers in PubMed, 29 citations in OpenAlex.

  1. Article
  2. Article
  3. Article
  4. Article
  5. Article
  6. Hierarchical whole-brain modeling of critical synchronization dynamics in the human brain.Proceedings of the National Academy of Sciences of the United States of America · 2026
    Article
  7. Toward Unified Biomarkers for Focal Epilepsy.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2026
    Article
  8. Review
  9. Unveiling Cortical Criticality Changes along the Prodromal to the Overt Continuum of Alpha-Synucleinopathy.The Journal of neuroscience : the official journal of the Society for Neuroscience · 2025
    Article
  10. Critical dynamics predicts cognitive performance and provides a common framework for heterogeneous mechanisms impacting cognition.Proceedings of the National Academy of Sciences of the United States of America · 2025
    Article
  11. Article
  12. Article
  13. Article
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

8 authors at 3 institutions in 5 countries.

Sheng H WangNeuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland sheng.wang@helsinki.fi matias.palva@helsinki.fi.
Felix SiebenhühnerNeuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland.
Gabriele ArnulfoNeuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland.
Vladislav MyrovNeuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland.
Lino NobiliDepartment of Neurosciences, Rehabilitation, Ophthalmology, Genetics and Maternal and Children's Sciences, University of Genoa, 16136 Genoa, Italy.
Michael BreakspearCollege of Engineering, Science and Environment, College of Health and Medicine, University of Newcastle, Callaghan, 2308 Australia.
Satu PalvaNeuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland.ORCID 0000-0001-9496-7391
J Matias PalvaNeuroscience Center, Helsinki Institute of Life Science, University of Helsinki, 00014 Helsinki, Finland sheng.wang@helsinki.fi matias.palva@helsinki.fi.
University of Helsinki · FIIstituto Giannina Gaslini · ITUniversity of Newcastle Australia · AU

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

The classic brain criticality hypothesis postulates that the brain benefits from operating near a continuous second-order phase transition. Slow feedback regulation of neuronal activity could, however, lead to a discontinuous first-order transition and thereby bistable activity. Observations of bistability in awake brain activity have nonetheless remained scarce and its functional significance unclear. Moreover, there is no empirical evidence to support the hypothesis that the human brain could flexibly operate near either a first- or second-order phase transition despite such a continuum being common in models. Here, using computational modeling, we found bistable synchronization dynamics to emerge through elevated positive feedback and occur exclusively in a regimen of critical-like dynamics. We then assessed bistability

Indexed as

EpilepsyNeocortexAdultBrainBrain MappingComputer SimulationElectroencephalographyFemaleHumansMalebistabilitycriticalitydynamicsepilepsyresting-statescale-free

Identifiers

PMID37816599
PMCPMC10634584
OpenAlexW4387492933

What OpenQuestion holds

Textmetadata
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.