Evidence map›Paper›PMID 41757182›Full record

ArticlemedRxiv : the preprint server for health sciences2026

Human CSF proteogenomics links genetic variation to neurodegenerative disease proteins.

Raquel Puerta, Pablo García-González, Itziar de Rojas, Maria Capdevila-Bayo, Clàudia Olivé, Álvaro Muñoz-Morales, Paula Bayón-Buján, Alejandro Valenzuela, Chengran Yang, Jigyasha Timsina and 29 more

Abstract readPreprint
In one paragraph

Article in medRxiv : the preprint server for health sciences, 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

39 authors.

Raquel PuertaAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.ORCID 0000-0002-1191-5893
Pablo García-GonzálezAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.ORCID 0000-0003-0125-5403
Itziar de RojasLuxembourg Centre for Systems Biomedicine, University of Luxembourg, Luxemburg.ORCID 0000-0002-2148-381X
Maria Capdevila-BayoAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Clàudia OlivéAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Álvaro Muñoz-MoralesAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Paula Bayón-BujánAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Alejandro ValenzuelaAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Chengran YangDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Jigyasha TimsinaDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Menghan LiuDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.
Sathyaseelan ChakkaraiGlenn Biggs Institute for Alzheimer's & Neurodegenerative Diseases, University of Texas Health Science Center, San Antonio, TX, USA.
Oscar Sotolongo-GrauAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Berta CalmAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Andrea MiguelAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Ariadna SolivarAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Laura MontrrealAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Marta MartínezAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Asif KhanJohnson & Johnson, Neuroscience Discovery.
Feiyang ZhaoGlenn Biggs Institute for Alzheimer's & Neurodegenerative Diseases, University of Texas Health Science Center, San Antonio, TX, USA.
Natàlia TantinyàAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Maitée Rosende-RocaAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Montserrat AlegretAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Sonia Moreno-GrauAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Maria Victoria FernándezAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Marta MarquiéAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Sergi ValeroAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.ORCID 0000-0002-6599-948X
Jose Enrique CavazosSouth Texas Alzheimer's Disease Research Center, San Antonio, TX, USA.
Pilar SanzAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Xavier MontalbanAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Lluis TàrragaAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Bart SmetsJohnson & Johnson, Neuroscience Discovery.
Mercè BoadaAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Sudha SeshadriNational Heart, Lung, and Blood Institute's Framingham Heart Study; Framingham, Massachusetts 01702, United States.
Muralidharan SargurupremrajGlenn Biggs Institute for Alzheimer's & Neurodegenerative Diseases, University of Texas Health Science Center, San Antonio, TX, USA.
Carlos CruchagaDepartment of Psychiatry, Washington University School of Medicine, St. Louis, MO, USA.ORCID 0000-0002-0276-2899
Amanda CanoAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.
Alfredo Cabrera-SocorroJohnson & Johnson, Neuroscience Discovery.
Agustín RuizAce Alzheimer Center Barcelona - Universitat Internacional de Catalunya, Spain.

Funding

South Texas Alzheimer's Disease Research CenterP30AG066546 · NIA · UNIVERSITY OF TEXAS HLTH SCIENCE CENTER · PI Sudha Seshadri · 2021 to 2026
$24.0M
NIA NIH HHS P30 AG066546
6 · The paper itself

Abstract

The cerebrospinal fluid (CSF) proteome offers a direct readout of central nervous system (CNS) biology but its genetic architecture remains incompletely defined. We conducted the largest single-site CSF genome-wide association study (GWAS) to date, analysing 7,092 SomaScan proteins in 1,259 individuals. Using a covariate-adjusted model including proteomic PCs and disease status, we identified 1,971 genome-wide significant pQTLs (954 cis, 971 trans), 1,409 of which replicated in an independent CSF dataset. We discovered 264 previously unreported loci, replicated 511 associations, refined 80 known loci, and 265 proxy-based associations. Using a previously published reproducibility framework, we show that robust discovery concentrates in reliable measurements, underscoring the importance of rigorous quality control. Enrichment analyses revealed immune/complement and extracellular matrix biology. Mendelian randomization prioritised causal proteins: PILRA, TREM2, IL34, CR2, SHARPIN and ERBB1 (Alzheimer's disease); BST1 and GPNMB (Parkinson's disease); STX6 (Creutzfeldt Jacobs disease); and ATXN3 and B4GALNT1 (Amyotrophic lateral sclerosis), providing a scalable framework for orthogonal target validation in neurodegeneration.

Indexed as

cerebrospinal fluidgenomicsGWASneurodegenerationpQTLsproteomicsSOMAscan

Identifiers

PMID41757182
PMCPMC12934844

What OpenQuestion 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 OpenQuestion graph.