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ArticleMetabolomics : Official journal of the Metabolomic Society2025

Metabolites and MRI-derived markers of dementia risk in a Puerto Rican cohort.

Scott Gordon, Jong Soo Lee, Tammy M Scott, Shilpa Bhupathiraju, Jose Ordovas, Rachel S Kelly, Rafeeque Bhadelia, Bang Bon Koo, Sherman Bigornia, Katherine L Tucker and 1 more

Abstract read
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In one paragraph

Article in Metabolomics : Official journal of the Metabolomic Society, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing 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

4 citing papers in PubMed.

  1. Article
  2. Article
  3. ACS pharmacology & translational science · 2025
    Review
  4. Atlas of plasma metabolic markers linked to human brain morphology.bioRxiv : the preprint server for biology · 2025
    Article
4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

11 authors.

Scott GordonDepartment of Public Health, University of Massachusetts Lowell, Lowell, MA, USA.
Jong Soo LeeDepartment of Mathematical Sciences, University of Massachusetts Lowell, Lowell, MA, USA.
Tammy M ScottFriedman School of Nutrition Science and Policy, Tufts University, Boston, MA, USA.
Shilpa BhupathirajuDepartment of Nutrition, Harvard School of Public Health, Boston, MA, USA.
Jose OrdovasNutrition and Genomics Laboratory, Jean Mayer USDA Human Nutrition Research Center on Aging, Tufts University, Boston, MA, USA.
Rachel S KellyChanning Division of Network Medicine, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA.
Rafeeque BhadeliaDepartment of Radiology, Harvard Medical School, Boston, MA, USA.
Bang Bon KooDepartment of Neurology, Boston University Chobanian and Avedisian School of Medicine, Boston, USA.
Sherman BigorniaDepartment of Agriculture, Nutrition and Food Systems, University of New Hampshire, Durham, USA.
Katherine L TuckerDepartment of Biomedical and Nutritional Sciences, University of Massachusetts Lowell, Lowell, MA, USA.
Natalia PalaciosDepartment of Public Health, University of Massachusetts Lowell, Lowell, MA, USA. palacios@uml.edu.

Funding

Center for Research/Nutrition &Health among the ElderlyP01AG023394 · NIA · TUFTS UNIVERSITY BOSTON · PI TUCKER, KATHERINE L · 2003 to 2007
$8.1M
Microbiome Multi-Omics and Cognitive Decline in LatinosRF1AG075922 · NIA · UNIVERSITY OF MASSACHUSETTS LOWELL · PI PALACIOS, NATALIA, TUCKER, KATHERINE L · 2023 to 2023
$2.0M
NIH HHS P01 AG023394NIH HHS RF1AG075922
6 · The paper itself

Abstract

objectiveMetabolomic risk factors for dementia are under studied, especially in Latinos. We examined the relationship between plasma metabolomic profiles and a Magnetic-Resonance Imaging (MRI)-based markers of brain aging in a cohort of older adult Puerto Ricans residing in the greater Boston area.

methodsWe used multiple linear regression, adjusted for covariates, to examine the association between metabolite concentration and MRI-derived brain age deviation. Metabolites were measured at baseline with untargeted metabolomic profiling (Metabolon, Inc). Brain age deviation was calculated at wave 4 (~ 9 years from Boston Puerto Rican Health Study (BPRHS) baseline) as chronologic age, minus MRI-estimated brain age, representing the rate of biological brain aging relative to chronologic age. We also examined if metabolites associated with brain age deviation were similarly associated with hippocampal volume and global cognitive function.

resultsSeveral metabolites, including isobutyrylcarnitine, propionylcarnitine, phenylacetylglutamine, phenylacetylcarnitine (acetylated peptides), p-cresol-glucuronide, phenylacetylglutamate, and trimethylamine N-oxide (TMAO) were associated with worse brain aging. Taurocholate sulfate, a bile salt, was marginally associated with better brain aging. Most metabolites with negative associations with brain age deviation also were inversely, although not significantly, associated with hippocampal volume and cognitive function.

conclusionThe metabolites associated with brain aging in this study are generally consistent with prior literature and highlight the potential role of TMAO, BCAA and other microbially derived metabolites in dementia.

Indexed as

DementiaMagnetic Resonance ImagingAgedAged, 80 and overAgingBiomarkersBostonBrainCohort StudiesFemaleHispanic or LatinoHumansMaleMetabolomicsMiddle AgedPuerto RicoBiomarkersLatinosMetabolomicsMRIPuerto Rican

Identifiers

What Socratic 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 Socratic graph.