Evidence map›Paper›PMID 41168813›Full record

ArticleAlzheimer's research & therapy2025

Sex differences in Alzheimer's disease CSF biomarkers and their association with Aβ pathology on PET in cognitively unimpaired individuals.

Marta Milà-Alomà, Carol Van Hulle, Anna Brugulat-Serrat, Margot Casals Brodú, Armand González-Escalante, Gonzalo Sánchez-Benavides, Mahnaz Shekari, Laura Castro-Aldrete, Carolina Minguillón, Julie Novakova Martinkova and 14 more

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Article in Alzheimer's research & therapy, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

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0cells of the map it votes in
6citing 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

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3 · Its place in the literature

Who cites it

6 citing papers in PubMed.

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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

24 authors.

Marta Milà-AlomàBarcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain. mmila@barcelonabeta.org.
Carol Van HulleWisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Anna Brugulat-SerratBarcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain.
Margot Casals BrodúBarcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain.
Armand González-EscalanteBarcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain.
Gonzalo Sánchez-BenavidesBarcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain.
Mahnaz ShekariBarcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain.
Laura Castro-AldreteWomen's Brain Foundation, Basel, Switzerland.
Carolina MinguillónBarcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain.
Julie Novakova MartinkovaWomen's Brain Foundation, Basel, Switzerland.
Maria Carmela TartagliaWomen's Brain Foundation, Basel, Switzerland.
Clara Quijano-RubioRoche Diagnostics International Ltd, Rotkreuz, Switzerland.
Gwendlyn KollmorgenRoche Diagnostics GmbH, Penzberg, Germany.
Annemarie Schumacher DimechWomen's Brain Foundation, Basel, Switzerland.
Davide CirilloWomen's Brain Foundation, Basel, Switzerland.
Frances-Catherine QuevencoWomen's Brain Foundation, Basel, Switzerland.
M Florencia IulitaWomen's Brain Foundation, Basel, Switzerland.
Karine FauriaBarcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain.
Juan Domingo GispertBarcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain.
Maria Teresa FerrettiWomen's Brain Foundation, Basel, Switzerland.
Antonella Santuccione ChadhaWomen's Brain Foundation, Basel, Switzerland.
Sterling C JohnsonWisconsin Alzheimer's Disease Research Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA.
Marc Suárez-CalvetBarcelonaβeta Brain Research Center, Pasqual Maragall Foundation, Barcelona, Spain. msuarez@barcelonabeta.org.
ALFA study

Funding

Agencia Estatal de Investigación AEI/10.13039/501100011033Alzheimer's Association Research Fellowship AARF-23-1141384ERA PerMed ERAPERMED2021-184H2020 Marie Skłodowska-Curie Actions LCF/BQ/PR21/11840004HORIZON EUROPE European Research Council 948677Instituto de Salud Carlos III CP23/00039Instituto de Salud Carlos III PI19/00155LaCaixa Foundation 100010434NextGenerationEU LX22NPO5107
6 · The paper itself

Abstract

backgroundAlzheimer's disease (AD) exhibits sex differences in prevalence, symptoms and risk factors. Understanding the effect of sex in AD cerebrospinal fluid (CSF) biomarkers and their association with amyloid-beta (Aβ) pathology in preclinical stages have important implications for their use in prevention trials. The objective of this study was to examine sex differences in core AD CSF biomarkers used in early diagnosis and prevention trials, as well as in CSF biomarkers reflecting downstream pathophysiological mechanisms, and in their associations with Aβ pathology as measured by Positron Emission Tomography (PET).

methodsCognitively Unimpaired (CU) participants from the ALFA + (N = 400) and the WRAP/WADRC (N = 548) cohorts were included in the study. CSF biomarkers for core AD pathology (Aβ42, Aβ42/40, p-tau181/Aβ42, p-tau181, p-tau217 and p-tau231), neurodegeneration (NfL, t-tau), synaptic dysfunction (neurogranin, GAP-43, SNAP25, synaptotagmin-1, α-synuclein), glial reactivity (GFAP, S100B, sTREM2, YKL-40), neuroinflammation (IL-6, MCP-1), and vascular dysregulation (sICAM-1, sVCAM-1) were measured. Participants underwent Aβ PET at baseline and follow-up visit. We used Analyses of Covariance (ANCOVA) to evaluate sex differences in CSF biomarker levels and performed sex-stratified Receiver-Operating Characteristic (ROC) analyses to test their performance to identify Aβ PET-positive individuals. Additionally, we run linear regression models to study the modifying effect of sex on the association of baseline CSF biomarkers with cross-sectional and longitudinal Aβ PET uptake.

resultsMen had higher CSF NfL, glial reactivity and vascular dysregulation biomarkers (Cohen's d ranging from -0.22 to -0.44, P < 0.05), and lower synaptic biomarkers (Cohen's d ranging from 0.18 to 0.30, P < 0.05) compared to women at baseline. There were no sex differences in the core AD CSF biomarkers' performance to identify Aβ PET-positive individuals (DeLong's test P values > 0.05), with CSF p-tau181/Aβ42 and p-tau217 showing the highest performance in both sexes (Areas Under the Curve (AUCs) ranging from 87.1 to 96.3). However, sex modified the associations of baseline CSF biomarkers with Aβ PET uptake, which were more pronounced in women than in men.

conclusionsOur results suggest that tailoring core AD CSF biomarkers by sex is not necessary for detecting Aβ PET positivity in CU individuals. However, sex differences in their association with Aβ deposition could influence their prognostic or monitoring applications.

Indexed as

Alzheimer DiseaseAmyloid beta-PeptidesSex CharacteristicsAgedAged, 80 and overBiomarkersCohort StudiesFemaleHumansMaleMiddle AgedPeptide FragmentsPositron-Emission Tomographytau ProteinsAmyloid beta-PeptidesBiomarkersPeptide Fragmentstau ProteinsAlzheimer’s diseaseBiomarkersCerebrospinal fluidPreclinicalSex

Identifiers

PMID41168813
PMCPMC12573942

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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 OpenQuestion graph.