Evidence map›Paper›PMID 42265757›Full record

ArticleAlzheimer's research & therapy2026

Associations of plasma metabolites with protein biomarkers linked to Alzheimer's disease pathology in the Rotterdam Study.

Midas M Kuilman, Shahzad Ahmad, Amos C Pomp, Frank J Wolters, Rima Kaddurah-Daouk, M Arfan Ikram, Mohsen Ghanbari

Abstract read
In one paragraph

Article in Alzheimer's research & therapy, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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2 · The registry

The trial behind it

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

7 authors.

Midas M KuilmanDepartment of Epidemiology, Erasmus MC University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015 GD, the Netherlands.
Shahzad AhmadDepartment of Epidemiology, Erasmus MC University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015 GD, the Netherlands.
Amos C PompDepartment of Epidemiology, Erasmus MC University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015 GD, the Netherlands.
Frank J WoltersDepartment of Epidemiology, Erasmus MC University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015 GD, the Netherlands.
Rima Kaddurah-DaoukDepartment of Psychiatry and Behavioral Sciences, Duke University, Durham, NC, USA.
M Arfan IkramDepartment of Epidemiology, Erasmus MC University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015 GD, the Netherlands.
Mohsen GhanbariDepartment of Epidemiology, Erasmus MC University Medical Center Rotterdam, Dr. Molewaterplein 40, Rotterdam, 3015 GD, the Netherlands. m.ghanbari@erasmusmc.nl.

Funding

Project 4 - Mechanistic studies on the role of the gut microbiome in models for Alzheimer's diseaseU19AG063744 · NIA · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI ROB KNIGHT, Rima F Kaddurah-Daouk · 2019 to 2026
$54.1M
Metabolomic Signatures for Disease Sub-classification and Target Prioritization in AMP-ADU01AG061359 · NIA · DUKE UNIVERSITY · PI KADDURAH-DAOUK, RIMA F, KASTENMULLER, GABI · 2018 to 2022
$10.0M
The Role of Chemical Exposures in Alzheimer's Disease (AD) and its TrajectoryU01AG088562 · NIA · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI Oliver Fiehn, LEE E. GOLDSTEIN · 2024 to 2026
$7.2M
Metabolic Signatures Underlying Vascular Risk Factors for Alzheimer-type DementiasRF1AG051550 · NIA · DUKE UNIVERSITY · PI KADDURAH-DAOUK, RIMA F, KLING, MITCHEL ALLAN · 2015 to 2016
$6.3M
Metabolic Networks and Pathways Predictive of Sex Differences in AD Risk and Responsiveness to TreatmentRF1AG059093 · NIA · DUKE UNIVERSITY · PI BRINTON, ROBERTA EILEEN, CHANG, RUI · 2018 to 2018
$5.9M
Metabolic Networks and Pathways in Alzheimer's DiseaseR01AG046171 · NIA · DUKE UNIVERSITY · PI KADDURAH-DAOUK, RIMA F · 2014 to 2017
$4.4M
Metabolic Network Analysis of Biochemical Trajectories in Alzheimer's DiseaseRF1AG057452 · NIA · DUKE UNIVERSITY · PI KADDURAH-DAOUK, RIMA F, KASTENMULLER, GABI · 2017 to 2017
$3.5M
Gut Liver Brain Biochemical Axis in Alzheimer's DiseaseRF1AG058942 · NIA · DUKE UNIVERSITY · PI KADDURAH-DAOUK, RIMA F, VAN DUIJN, CORNELIA MARJA · 2018 to 2018
$3.4M
Metabolic age to define influences of the lipidome on brain aging in Alzheimer's diseaseR01AG081322 · NIA · UNIVERSITY OF TEXAS HLTH SCI CTR HOUSTON · PI Matthias Arnold, Rima F Kaddurah-Daouk · 2023 to 2026
$2.6M
Nederlandse Organisatie voor Wetenschappelijk Onderzoek GA N° 101095426NIA NIH HHS R01 AG046171NIA NIH HHS R01 AG081322NIA NIH HHS RF1 AG051550NIA NIH HHS RF1 AG057452NIA NIH HHS RF1 AG058942NIA NIH HHS RF1 AG059093NIA NIH HHS U01 AG061359NIA NIH HHS U01 AG088562NIA NIH HHS U19 AG063744
6 · The paper itself

Abstract

backgroundAlzheimer's disease (AD) is a multifactorial neurodegenerative disorder characterized by amyloid-β (Aβ) and tau pathology, neuroaxonal damage, and neuroinflammation. While blood biomarkers, such as tau, neurofilament light chain (NfL), and Aβ isoforms, reflect AD pathology, the systemic metabolic alterations contributing to the disease remain poorly defined. This study aims to explore associations between plasma metabolites and key protein biomarkers linked to AD pathology in a large, population-based cohort.

methodsPlasma levels of Aβ40, Aβ42, total-tau (t-tau), and NfL were measured using the highly sensitive Simoa NF-light and N3PA assays (Quanterix platform) among over 3,000 participants from the Rotterdam Study. Plasma metabolites were quantified using the Nightingale NMR-based (n = 2,871) and Metabolon MS-based (n = 1,491) platforms. Multivariable linear regression models, adjusted for demographic, lifestyle, and genetic factors, were applied. Analyses were stratified by sex and APOE genotype. Sensitivity analyses excluded participants with dementia, stroke, or impaired kidney function.

resultsTriglyceride-rich lipoproteins across VLDL, LDL, and HDL subclasses were positively associated with both Aβ isoforms. Among them, Triglyceride-rich lipoproteins in small VLDL showed the strongest association with Aβ40 (β = 0.168, FDR = 4.362e-16). Conversely, HDL cholesterol fractions showed inverse associations with Aβ. GlycA (β > 0.097, FDR < 2.092e-05) and creatinine (β > 0.253, FDR < 3.371e-24) were positively associated with all Alzheimer's disease biomarkers, while albumin was inversely related to tau (β = -0.094, FDR = 1.924e-04) and NfL (β = -0.079, FDR = 4.210e-05). On the Metabolon platform, S-adenosylhomocysteine (β > 0.206, FDR < 1.303e-09) was positively associated with all biomarkers, while uridine and 2'-deoxyuridine showed inverse associations with Aβ40, t-tau, and NfL. Stratified analyses indicated stronger GlycA-tau associations in APOE ε2 carriers and sex-specific effects for amino acids and ApoA1.

conclusionsOur findings highlight metabolites involved in lipid transport, inflammation, amino acid metabolism, and methylation as being linked to AD-related protein biomarkers. These results provide novel insights into systemic metabolic pathways underlying AD and suggest that certain metabolites may serve as potential biomarkers for early detection and risk stratification in AD.

Indexed as

Alzheimer DiseaseAmyloid beta-PeptidesNeurofilament Proteinstau ProteinsAgedAged, 80 and overApolipoproteins EBiomarkersCohort StudiesFemaleHumansMaleNetherlandsPeptide FragmentsAmyloid beta-Peptidesamyloid beta-protein (1-40)amyloid beta-protein (1-42)Apolipoproteins EBiomarkersneurofilament protein LNeurofilament ProteinsPeptide Fragmentstau ProteinsAlzheimer's DiseaseAPOE GenotypeMetabolomicsProtein BiomarkersTriglyceride-Rich Lipoproteins

Identifiers

PMID42265757
PMCPMC13647584

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