Evidence map›Paper›PMID 41446512›Full record

ArticleBrain, behavior, & immunity - health2025

Socio-environmental and health-related factors and their association with longitudinal change in brain neuroimaging markers through the plasma metabolome among UK adults: An additive Bayesian network analysis.

May A Beydoun, Jordan Weiss, Michael F Gerogescu, Jason Ashe, Christian A Maino Vieytes, Tianyi Huang, Hind A Beydoun, Nicole Noren Hooten, Indira C Turney, Michele K Evans and 1 more

Abstract read
In one paragraph

Article in Brain, behavior, & immunity - health, 2025. 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

11 authors.

May A BeydounLaboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, 21224, USA.
Jordan WeissOptimal Aging Institute, New York University Grossman School of Medicine, New York, NY, USA.
Michael F GerogescuLaboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, 21224, USA.
Jason AsheLaboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, 21224, USA.
Christian A Maino VieytesLaboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, 21224, USA.
Tianyi HuangLaboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, 21224, USA.
Hind A BeydounVA National Center on Homelessness Among Veterans, U.S. Department of Veterans Affairs, Washington, DC, 20420, USA.
Nicole Noren HootenLaboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, 21224, USA.
Indira C TurneyLaboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, 21224, USA.
Michele K EvansLaboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, 21224, USA.
Alan B ZondermanLaboratory of Epidemiology and Population Sciences, National Institute on Aging, NIA/NIH/IRP, Baltimore, MD, 21224, USA.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Socio-environmental and health-related variables were examined in relation to longitudinal change in select neuroimaging markers through metabolomics. Data from 2255 dementia-free UK Biobank participants were utilized. Statistical analyses involved descriptives, Principal Components Analysis (PCA) for metabolomic data reduction, mixed-effects linear regression models to assess longitudinal change (i.e. empirical Bayes estimators of slope), and Additive Bayesian Networks (ABN). Age was the primary consistent contributor to brain health decline over time, with specific metabolomic markers, mainly "free cholesterol in very large high-density lipoproteins (HDL)", potentially offering protective effects against declines in microstructural integrity, through reduction of or slower pace of increase in mean Orientation Dispersion (OD

Indexed as

Additive bayesian networksBrain neuroimaging markersCognitive agingLongitudinal studies

Identifiers

PMID41446512
PMCPMC12723300

What OpenQuestion holds

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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.