Evidence map›Paper›PMID 42307870›Full record

ArticleMetabolomics : Official journal of the Metabolomic Society2026

Metabolic pathways associated with cardiometabolic risk effects on cognition in middle-aged adults: the CARDIA study.

Sujin Kang, Timothy Ebbels, Queenie Chan, Luke Whiley, Elaine Holmes, Kristine Yaffe, Katie Meyer, Julian Griffin

Abstract read
In one paragraph

Article in Metabolomics : Official journal of the Metabolomic Society, 2026. 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

8 authors.

Sujin KangDepartment of Metabolism, Diabetes and Reproduction, Imperial College London, London, UK. sujin.kang@imperial.ac.uk.ORCID http://orcid.org/0000-0002-6715-8027
Timothy EbbelsDepartment of Metabolism, Diabetes and Reproduction, Imperial College London, London, UK.
Queenie ChanDepartment of Epidemiology and Biostatistics, School of Public Health, Imperial College London, London, UK.
Luke WhileyDepartment of Metabolism, Diabetes and Reproduction, Imperial College London, London, UK.
Elaine HolmesDepartment of Metabolism, Diabetes and Reproduction, Imperial College London, London, UK.
Kristine YaffeInstitute for Neurosciences, University of California, San Francisco, CA, USA.
Katie MeyerDepartment of Nutrition, University of North Carolina, Chapel Hill, NC, USA.
Julian GriffinDepartment of Metabolism, Diabetes and Reproduction, Imperial College London, London, UK.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundEvidence increasingly suggests a connection between cardiovascular disease and brain health in later life; however, the mechanistic pathways from human studies remain unclear. This study aimed to investigate whether urinary metabolites account for part of the association between cognition and cardiometabolic risk.

methodsData from 606 participants (aged 48-60; 55% female; 45.5% Black/African American) in the Year 30 follow-up of the Coronary Artery Risk Development in Young Adults Study were analyzed. Urinary metabolites were profiled using nuclear magnetic resonance spectroscopy and liquid chromatography-mass spectrometry; brain magnetic resonance imaging data were available for 281 participants. Structural equation models were used to assess pathways linking cardiometabolic factors to cognitive outcome, with urinary metabolites and brain MRI-derived parameters as mediators.

resultsFasting glucose showed a negative association with cognition. Valine, isoleucine, leucine, and phenylalanine were positively associated with fasting glucose. Valine and aminoadipic acid also showed positive associations between fasting glucose and cognition, while tryptophan was correlated with both fasting glucose and cognition. Indole-3-acetic acid showed negative associations with systolic blood pressure and fasting glucose. Brain MRI-derived parameters in memory-related medial temporal areas were associated with waist circumference.

conclusionsUrinary metabolites and brain imaging markers were linked with hyperglycemia, obesity, and cognitive performance, highlighting multimodal biomarkers relevant to global cognitive function in individuals with cardiometabolic risk.

Indexed as

Cardiovascular DiseasesCognitionMetabolic Networks and PathwaysBlood GlucoseBrainCardiometabolic Risk FactorsFemaleHumansMagnetic Resonance ImagingMaleMiddle AgedBlood GlucoseCardiometabolic risk factorsCognitive impairmentMetabolitesMRI markersStructural equation modelling

Identifiers

PMID42307870
PMCPMC13275628

What OpenQuestion 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 OpenQuestion graph.