Linking genomic and proteomic signatures to brain amyloid burden: insights from GR@ACE/DEGESCO


Por: Puerta, R, de Rojas, I, García-González, P, Olivé, C, Sotolongo-Grau, O, García-Sánchez, A, García-Gutiérrez, F, Montrreal, L, Tartari, JP, Sanabria, A, Pytel, V, Lage, C, Quintela, I, Aguilera, N, Rodriguez-Rodriguez, E, Alarcón-Martín, E, Orellana, A, Pastor, P, Pérez-Tur, J, Piñol-Ripoll, G, de Munain, AL, García-Alberca, JM, Royo, JL, Bullido, MJ, Alvarez, V, Real, LM, Anchuelo, AC, Gómez-Garre, D, Larrad, MTM, Franco-Macías, E, Mir, P, Medina, M, Sánchez-Valle, R, Dols-Icardo, O, Sáez, ME, Carracedo, A, Tárraga, L, Alegret, M, Valero, S, Marquié, M, Boada, M, Juan, PS, Cavazos, JE, Cabrera-Socorro, A, Cano, A, Ruiz, A, Alzheimers Dis Neuroimaging Initiative

Publicada: 1 dic 2025
Resumen:
Alzheimer's disease (AD) is a complex disease with a strong genetic component, yet many genetic risk factors remain unknown. We combined genome-wide association studies (GWAS) on amyloid endophenotypes measured in cerebrospinal fluid (CSF) and positron emission tomography (PET) as surrogates of amyloid pathology, which may provide insights into the underlying biology of the disease. We performed a meta-GWAS of CSF A beta 42 and PET measures combining six independent cohorts (n = 2,076). Given the opposite beta direction of A beta phenotypes in CSF and PET measures, only genetic signals showing opposite directions were considered for analysis (n = 376,599). We explored the amyloidosis signature in the CSF proteome using SOMAscan proteomics (ACE cohort, n = 1,008), connected it with GWAS loci modulating amyloidosis and performed an enrichment analysis of overlapping hits. Finally, we compared our results with a large meta-analysis using publicly available datasets in CSF (n = 13,409) and PET (n = 13,116). After filtering the meta-GWAS, we observed genome-wide significance in the rs429358-APOE locus and annotated nine suggestive hits. We replicated the APOE loci using the large CSF-PET meta-GWAS, identifying multiple AD-associated genes including the novel GADL1 locus. Additionally, we found 1,387 FDR-significant SOMAscan proteins associated with CSF A beta 42 levels. The overlap among GWAS loci and proteins associated with amyloid burden was minimal (n = 35). The enrichment analysis revealed mechanisms connecting amyloidosis with the plasma membrane's anchored component, synapse physiology and mental disorders that were replicated in the large CSF-PET meta-analysis. Combining CSF and PET amyloid GWAS with CSF proteome analyses may effectively elucidate causative molecular mechanisms behind amyloid mobilization and AD physiopathology.

Filiaciones:
Puerta, R:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Univ Barcelona, Doctorate Biotechnol, Fac Farm & Ciencies Alimentacio, Avda Diagonal 643, Barcelona 08028, Spain

de Rojas, I:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

García-González, P:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

Olivé, C:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

Sotolongo-Grau, O:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

García-Sánchez, A:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

García-Gutiérrez, F:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

Montrreal, L:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

Tartari, JP:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

Sanabria, A:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

Pytel, V:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

Lage, C:
 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

 Univ Cantabria, Marques Valdecilla Univ Hosp, IDIVAL, Santander, Spain

Quintela, I:
 Univ Santiago de Compostela, Ctr Nacl Genotipado CEGEN PRB3 ISCIII, Grp Med Xen, Santiago De Compostela, Spain

Aguilera, N:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

Rodriguez-Rodriguez, E:
 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

 Univ Cantabria, Marques Valdecilla Univ Hosp, IDIVAL, Santander, Spain

Alarcón-Martín, E:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

Orellana, A:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

Pastor, P:
 Univ Hosp Germans Trias i Pujol, Dept Neurol, Unit Neurodegenerat Dis, Badalona, Barcelona, Spain

 Germans Trias i Pujol Res Inst IGTP, Badalona, Barcelona, Spain

Pérez-Tur, J:
 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

 CSIC, Inst Biomed Valencia, Unitat Genet Mol, Valencia, Spain

 Inst Invest Sanitaria La Fe, Unidad Mixta Neurol Genet, Valencia, Spain

Piñol-Ripoll, G:
 Hosp Univ Santa Maria de Lleida, Unitat Trastorns Cognitius, Lleida, Spain

 Inst Recerca Biomed Lleida IRBLLeida, Lleida, Spain

de Munain, AL:
 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

 Hosp Univ Donostia, Dept Neurol, San Sebastian, Spain

 Univ Basque Country, Fac Med & Nursery, Dept Neurosci, San Sebastian, Spain

 Inst Biodonostia, Neurosci Area, San Sebastian, Spain

García-Alberca, JM:
 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

 Andalusian Inst Neurosci, Alzheimer Res Ctr, Malaga, Spain

 Andalusian Inst Neurosci, Memory Clin, Malaga, Spain

Royo, JL:
 Univ Malaga, Bioquim Inmunol Sch Med, Dept Especial Quirurg, Malaga, Spain

Bullido, MJ:
 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

 UAM, Ctr Biol Mol Severo Ochoa, CSIC, Madrid, Spain

 Inst Invest Sanitaria Hosp La Paz IdiPaz, Madrid, Spain

 Univ Autonoma Madrid, Madrid, Spain

Alvarez, V:
 Hosp Univ Cent Asturias, Lab Genet, Oviedo, Spain

 Inst Invest Sanitaria Principado Asturias ISPA, Oviedo, Spain

Real, LM:
 Univ Seville, Hosp Univ Virgen de Valme, Dept Bioquim Med Biol Mol Inmunol, Inst Biomed Sevilla,CSIC, Seville, Spain

 Inst Salud Carlos III, CIBERINFEC, Madrid, Spain

Anchuelo, AC:
 Hosp Clin San Carlos, Inst Invest Sanitaria Hosp Clin San Carlos IdISSC, Madrid, Spain

Gómez-Garre, D:
 Hosp Clin San Carlos, Inst Invest Sanitaria Hosp Clin San Carlos IdISSC, Madrid, Spain

 Univ Complutense Madrid UCM, Hosp Clin San Carlos, Lab Riesgo Cardiovasc & Microbiota, Madrid, Spain

 Univ Complutense Madrid UCM, Fac Med, Dept Fisiol, Madrid, Spain

 Biomed Res Networking Ctr Cardiovasc Dis CIBERCV, Madrid, Spain

Larrad, MTM:
 Hosp Clin San Carlos, Inst Invest Sanitaria Hosp Clin San Carlos IdISSC, Madrid, Spain

 Ctr Invest Biomed Red Diabet & Enfermedades Metab, Madrid, Spain

Franco-Macías, E:
 Hosp Univ Virgen del Rocio, Dept Neurol, Dementia Unit, Inst Biomed Sevilla IBiS, Seville, Spain

Mir, P:
 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

 Univ Seville, Hosp Univ Virgen del Rocio, Serv Neurol & Neurofisiol, Unidad Trastornos Movimiento,CSIC,Inst Biomed Sevi, Seville, Spain

Medina, M:
 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

 Queen Sofia Fdn Alzheimer Ctr, CIEN Fdn, Madrid, Spain

Sánchez-Valle, R:
 Univ Barcelona, Hosp Clin Barcelona, Inst Invest Biomed August Pi I Sunyer, Serv Neurol,AlzheimerS Dis & Other Cognit Disorder, Barcelona, Spain

Dols-Icardo, O:
 Univ Autonoma Barcelona, Hosp St Creu i St Pau, St Pau Biomed Res Inst, Dept Neurol,St Pau Memory Unit, Barcelona, Spain

Sáez, ME:
 Ctr Andaluz Estudios Bioinformat, Seville, Spain

Carracedo, A:
 Univ Santiago de Compostela, Ctr Nacl Genotipado CEGEN PRB3 ISCIII, Grp Med Xen, Santiago De Compostela, Spain

 Fdn Publ Galega Med Xen, Santiago De Compostela, Spain

Tárraga, L:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

Alegret, M:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

Valero, S:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

Marquié, M:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

Boada, M:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

Juan, PS:
 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

 ISCIII, CIEN Fdn, Reina Sofia Alzheimer Ctr, Madrid, Spain

Cavazos, JE:
 South Texas Alzheimers Dis Res Ctr, San Antonio Harlingen, TX, Mexico

 Univ Texas Hlth Sci Ctr San Antonio, Glenn Biggs Inst Alzheimers & Neurodegenerat Dis, 7703 Floyd Curl Dr, San Antonio, TX 78229 USA

Cabrera-Socorro, A:
 Janssen Res & Dev, Neurosci Therapeut Area, Turnhoutseweg 30, B-2340 Beerse, Belgium

Cano, A:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

Ruiz, A:
 Univ Int Catalunya, Ace Alzheimer Ctr Barcelona, C Marques de Sentmenat 57, Barcelona 08029, Spain

 Natl Inst Hlth Carlos III, Network Ctr Biomed Res Neurodegenerat Dis, CIBERNED, Madrid, Spain

 Univ Texas Hlth Sci Ctr San Antonio, Glenn Biggs Inst Alzheimers & Neurodegenerat Dis, 7703 Floyd Curl Dr, San Antonio, TX 78229 USA

 Univ Texas Hlth Sci Ctr San Antonio, Long Sch Med, Dept Microbiol Immunol & Mol Genet, San Antonio, TX 78229 USA
ISSN: 1438793X





FUNCTIONAL & INTEGRATIVE GENOMICS
Editorial
SPRINGER HEIDELBERG, TIERGARTENSTRASSE 17, D-69121 HEIDELBERG, GERMANY, Alemania
Tipo de documento: Article
Volumen: 25 Número: 1
Páginas:
WOS Id: 001451864400004
ID de PubMed: 40133566
imagen Green Submitted, hybrid

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