Evidence map›Paper›PMID 41703636›Full record

ArticleBiology of sex differences2026

Sex-specific early cognitive changes are linked to global and pathway-specific genetic risk for Alzheimer's disease in at-risk individuals.

Patricia Genius, Alba Fernández-Bonet, Blanca Rodríguez-Fernández, Clara Gallay, Armand Gonzalez-Escalante, Gonzalo Sánchez-Benavides, David López-Martos, Manel Esteller, Arcadi Navarro, Juan D Gispert and 3 more

Abstract read
In one paragraph

Article in Biology of sex differences, 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

13 authors.

Patricia GeniusBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain. pgenius@barcelonabeta.org.ORCID http://orcid.org/0000-0003-1836-5123
Alba Fernández-BonetBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain.
Blanca Rodríguez-FernándezBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain.
Clara GallayBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain.
Armand Gonzalez-EscalanteBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain.
Gonzalo Sánchez-BenavidesBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain.
David López-MartosBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain.
Manel EstellerCentro de Investigación Biomédica en Red Cáncer (CIBERONC), C/Monforte de Lemos 5, Pabellón 11, Madrid, 28029, Spain.
Arcadi NavarroBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain.
Juan D GispertBarcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain.
Anna Brugulat-Serrat *Barcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain.
Natalia Vilor-Tejedor *Barcelonaβeta Brain Research Center (BBRC), Pasqual Maragall Foundation. C/Wellington, 30, Barcelona, 08005, Spain. nvilor@barcelonabeta.org.ORCID http://orcid.org/0000-0003-4935-6721
ALFA study

Funding

Alzheimer's Association (AACSF-23-1145154).Spanish Ministry of Science and Innovation - State Research Agency RYC2022-038136-IWilliam H. Gates Sr. Fellowship from the Alzheimer's Disease Data Initiative Cohort I
6 · The paper itself

Abstract

Alzheimer's disease (AD) is a progressive neurodegenerative condition in which genetic predisposition plays a key role, yet the sex-specific mechanisms linking genetic risk to early cognitive changes remain unclear. This study examined the impact of polygenic risk scores (PRS) on early cognitive changes in 318 cognitively unimpaired participants from the ALFA+ cohort, a nested longitudinal cohort from the ALFA study (see details in Study Participants Section, Methods). Participants were followed for three years, with assessments across five cognitive domains and a preclinical composite (PACC). Global AD PRS, including and excluding the apolipoprotein E (APOE) gene, alongside five biologically informed pathway-specific PRS (amyloid, immune, external stimuli signaling, cholesterol efflux, lipoprotein metabolism) were computed. Generalized linear models including interaction by sex and stratified by sex and amyloid status (CSF Aβ42/40 < 0.071) assessed associations between PRS and cognitive change. In women, APOE-independent AD genetic risk predicted worse executive function, particularly via cholesterol efflux and external stimuli signaling pathways. Among Aβ + women, PRS also predicted lower memory performance, partially modulated by reproductive span. In Aβ - women, worse executive functioning performance was linked to amyloid, immune, and signaling pathways. In contrast, men showed associations between AD PRS and worse visual (Aβ-) and attentional (Aβ+) performance, independent of pathway-specific mechanisms. These findings reveal distinct, domain-specific cognitive vulnerabilities to AD genetic risk by sex and amyloid status, highlighting APOE-independent and mechanistic contributions to early and subtle cognitive changes. Results support the need for sex-aware, biologically informed genetic models in preclinical AD for risk stratification and early intervention.

Indexed as

Alzheimer DiseaseCognitionGenetic Predisposition to DiseaseSex CharacteristicsAgedAmyloid beta-PeptidesFemaleGenetic Risk ScoreHumansLongitudinal StudiesMaleAmyloid beta-Peptides

Identifiers

PMID41703636
PMCPMC13014877

What Socratic 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 Socratic graph.