TY - JOUR
T1 - Linking genomic and proteomic signatures to brain amyloid burden
T2 - insights from GR@ACE/DEGESCO
AU - for the Alzheimer's Disease Neuroimaging Initiative
AU - Puerta, Raquel
AU - de Rojas, Itziar
AU - García-González, Pablo
AU - Olivé, Clàudia
AU - Sotolongo-Grau, Oscar
AU - García-Sánchez, Ainhoa
AU - García-Gutiérrez, Fernando
AU - Montrreal, Laura
AU - Tartari, Juan Pablo
AU - Sanabria, Ángela
AU - Pytel, Vanesa
AU - Lage, Carmen
AU - Quintela, Inés
AU - Aguilera, Nuria
AU - Rodriguez-Rodriguez, Eloy
AU - Alarcón-Martín, Emilio
AU - Orellana, Adelina
AU - Pastor, Pau
AU - Pérez-Tur, Jordi
AU - Piñol-Ripoll, Gerard
AU - López de Munain, Adolfo
AU - García-Alberca, Jose María
AU - Royo, Jose Luís
AU - Bullido, María J.
AU - Álvarez, Victoria
AU - Real, Luis Miguel
AU - Corbatón Anchuelo, Arturo
AU - Gómez-Garre, Dulcenombre
AU - Martínez Larrad, María Teresa
AU - Franco-Macías, Emilio
AU - Mir, Pablo
AU - Medina, Miguel
AU - Sánchez-Valle, Raquel
AU - Dols-Icardo, Oriol
AU - Sáez, María Eugenia
AU - Carracedo, Ángel
AU - Tárraga, Lluís
AU - Alegret, Montse
AU - Valero, Sergi
AU - Marquié, Marta
AU - Boada, Mercè
AU - Sánchez Juan, Pascual
AU - Cavazos, Jose Enrique
AU - Cabrera-Socorro, Alfredo
AU - Cano, Amanda
AU - Ruiz, Agustín
N1 - Publisher Copyright:
© The Author(s) 2025.
PY - 2025/12
Y1 - 2025/12
N2 - 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 Aβ42 and PET measures combining six independent cohorts (n = 2,076). Given the opposite beta direction of Aβ 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 Aβ42 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.
AB - 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 Aβ42 and PET measures combining six independent cohorts (n = 2,076). Given the opposite beta direction of Aβ 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 Aβ42 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.
KW - Aβ42
KW - CSF biomarkers
KW - GWAS
KW - PET tomography
KW - Proteome
UR - https://www.scopus.com/pages/publications/105001132450
UR - https://www.scopus.com/inward/citedby.url?scp=105001132450&partnerID=8YFLogxK
U2 - 10.1007/s10142-025-01581-6
DO - 10.1007/s10142-025-01581-6
M3 - Article
C2 - 40133566
AN - SCOPUS:105001132450
SN - 1438-793X
VL - 25
JO - Functional and Integrative Genomics
JF - Functional and Integrative Genomics
IS - 1
M1 - 73
ER -