Evidence map›Paper›PMID 41286463›Full record

SynthesisNature aging2026

Dissecting the genetic and proteomic risk factors for delirium.

Vasilis Raptis, Youngjune Bhak, Timothy I Cannings, Alasdair M J MacLullich, Albert Tenesa

Abstract readMeta-Analysis
In one paragraph

Synthesis in Nature aging, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Article
  3. Article
  4. PreoperativeFrontiers in bioinformatics · 2026
    Review
  5. 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

5 authors.

Vasilis RaptisThe Roslin Institute, Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Easter Bush Campus, Midlothian, UK. V.Raptis@sms.ed.ac.uk.ORCID http://orcid.org/0009-0004-2579-0421
Youngjune BhakThe Roslin Institute, Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Easter Bush Campus, Midlothian, UK.
Timothy I CanningsSchool of Mathematics and Maxwell Institute for Mathematical Sciences, University of Edinburgh, Edinburgh, UK.ORCID http://orcid.org/0000-0002-2111-4168
Alasdair M J MacLullichEdinburgh Delirium Research Group, Ageing and Health, Usher Institute, University of Edinburgh, Edinburgh, UK.
Albert TenesaThe Roslin Institute, Royal (Dick) School of Veterinary Studies, The University of Edinburgh, Easter Bush Campus, Midlothian, UK. albert.tenesa@ed.ac.uk.ORCID http://orcid.org/0000-0003-4884-4475

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Delirium is an acute change in cognition, common in hospitalized older adults, and associated with high healthcare and human cost; however, delirium's genetic and proteomic background remains poorly understood. Here we conducted a genetic meta-analysis on delirium using multi-ancestry data from the UK Biobank, FinnGen, All of Us Research Program and Michigan Genomics Initiative cohorts (n = 1,059,130; 11,931 cases), yielding the Apolipoprotein E (APOE) gene as a strong delirium risk factor independently of dementia. A multi-trait analysis of delirium with Alzheimer disease identified five delirium genetic risk loci. Plasma proteins associated with up to 16-year incident delirium in UK Biobank (n = 32,652; 541 cases) revealed protein biomarkers implicating brain vulnerability, inflammation and immune response processes. Incorporating proteomic and genetic evidence via Mendelian randomization, colocalization and druggability analyses, we indicate potentially useful drug target proteins for delirium. Combining proteins, APOE-ε4 status and demographics significantly improved incident delirium prediction compared to demographics alone. Our results provide insight into delirium's etiology and may guide further research on clinically relevant biomarkers.

Indexed as

DeliriumAlzheimer DiseaseApolipoproteins EBiomarkersGenetic Predisposition to DiseaseHumansMendelian Randomization AnalysisProteomicsRisk FactorsApolipoproteins EBiomarkers

Identifiers

PMID41286463
PMCPMC12823428

What Socratic 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 Socratic graph.