Evidence map›Paper›PMID 41333402›Full record

ArticleResearch square2025

Preoperative Cholinergic Signatures Drive Segregated Brain Architecture in Postoperative Delirium.

Natasha Taylor, Brandon Munn, Klevest Gjini, Isabella Orlando, Benjamin Moran, Jennifer Taylor, Jordan Wehrmann, Matthew Banks, Veena Nair, Robert Pearce and 5 more

Abstract readPreprint
In one paragraph

Article in Research square, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

15 authors.

Natasha TaylorThe University of Sydney.ORCID 0000-0002-3714-8290
Brandon MunnUniversity of Sydney.ORCID 0000-0002-3638-1605
Klevest GjiniUniversity of Wisconsin.
Isabella OrlandoUniversity of Sydney.ORCID 0009-0001-4515-3479
Benjamin MoranDepartment of Anaesthesia, Gosford Hospital.
Jennifer TaylorThe University of Sydney.ORCID 0000-0003-2152-4287
Jordan WehrmannThe University of Sydney.
Matthew BanksUniversity of Wisconsin School of Medicine and Public Healtth.ORCID 0000-0002-1936-7529
Veena NairUW MADISON.ORCID 0000-0002-5666-3239
Robert PearceUniversity of Wisconsin.ORCID 0000-0002-1516-6260
Vivek PrabhakaranUniversity of Wisconsin - Madison.
James ShineUniversity of Sydney.ORCID 0000-0003-1762-5499
Robert SandersUniversity of Sydney.

Funding

Clarifying the overlapping pathology of delirium and dementiaR01AG063849 · NIA · UNIVERSITY OF WISCONSIN-MADISON · PI Richard C Lennertz, Robert D Sanders · 2019 to 2026
$5.0M
Stroke Connectome MRI Biomarkers for VCID Risk AssessmentR01NS123378 · NINDS · UNIVERSITY OF WISCONSIN-MADISON · PI Nagesh Adluru, Veena A Nair · 2022 to 2026
$3.6M
PET/MR Correlates of Accelerated Aging in Chronic EpilepsyR01NS117568 · NINDS · UNIVERSITY OF WISCONSIN-MADISON · PI Alan Blair McMillan, Vivek Prabhakaran · 2021 to 2026
$3.0M
NIA NIH HHS R01 AG063849NINDS NIH HHS R01 NS117568NINDS NIH HHS R01 NS123378
6 · The paper itself

Abstract

Delirium affects up to 50% of hospitalised, older patients and is linked to increased risk of death and long-term cognitive decline. Age-related changes in the ascending arousal system (AAS), including cholinergic and noradrenergic nuclei, may contribute to delirium vulnerability. Static and dynamic functional connectivity, across cortical and subcortical regions, was extracted from preoperative resting-state fMRI from 120 older adults (aged > 65 years old). Participants who developed delirium showed more segregated brain networks, cholinergic hyperconnectivity and noradrenergic hypoconnectivity. Dynamic patterns from these systems separated groups in low-dimensional space, suggesting altered temporal network dynamics. Normative maps of cholinergic gene expression density were associated with increased network segregation. These results suggest that aging-related AAS alterations-particularly compensatory cholinergic overactivity-may drive network changes that increase delirium risk. This work provides new insights into the neural mechanisms linking aging, arousal system dysfunction, and brain network disruption in delirium, mandating re-appraisal of leading delirium theories.

Indexed as

Ascending Arousal SystemsCholinergicDeliriumGene expressionResting-state fMRISegregation

Identifiers

PMID41333402
PMCPMC12668175

What OpenQuestion holds

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Registered trials

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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.