Evidence map›Paper›PMID 42045604›Full record

ArticleCommunications biology2026

Hippocampal criticality tracks cognitive demand and shifts with memory impairment.

Forough Habibollahi, Dechuan Sun, Anthony N Burkitt, Chris French

Abstract read
In one paragraph

Article in Communications biology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–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

2 citing papers in PubMed.

  1. Review
  2. 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

4 authors.

Forough Habibollahi *Department of Biomedical Engineering, The University of Melbourne, Melbourne, VIC, Australia.
Dechuan Sun *Neural Dynamics Laboratory, Department of Medicine, The University of Melbourne, Melbourne, VIC, Australia.
Anthony N BurkittDepartment of Biomedical Engineering, The University of Melbourne, Melbourne, VIC, Australia.ORCID http://orcid.org/0000-0001-5672-2772
Chris FrenchNeural Dynamics Laboratory, Department of Medicine, The University of Melbourne, Melbourne, VIC, Australia. frenchc@unimelb.edu.au.ORCID http://orcid.org/0000-0002-1445-8704

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Dynamical systems exhibit transitions between ordered and disordered states, and a "critical state" occurs when the system lies at the borderline between these phases, where input is neither strongly damped nor excessively amplified. Systems maintaining critical dynamics are considered adaptive, and it is widely believed that brains operate at near-critical states where memory encoding and information processing are optimized. Impairments in brain function, such as dementia or epilepsy, may arise from failure of adaptive criticality, making deviation from criticality a potential biomarker for cognition-related neurological and psychiatric impairments. Wide-field calcium imaging using miniscopes is performed to record activity of hundreds of hippocampal CA1 neurons in freely behaving mice during rest, a novel object recognition (NOR) task, and NOR following scopolamine administration that severely impairs spatial memory. We find that while hippocampal networks exhibit some features of a near-critical system at rest, network activity shifts significantly closer to a critical state during NOR, and away from criticality when memory performance is impaired by the muscarinic antagonist scopolamine. These results support that hippocampal networks move toward criticality with increasing cognitive load, leveraging maximal dynamical range, information content, and transmission of critical regimes, while pathophysiological impairment alters criticality metrics reflecting network-level effects.

Indexed as

CA1 Region, HippocampalCognitionHippocampusMemory DisordersAnimalsMaleMiceMice, Inbred C57BLScopolamineScopolamine

Identifiers

PMID42045604
PMCPMC13332206

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC-ND
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.