Linking genomic and proteomic signatures to brain amyloid burden

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...

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Autores: Puerta, Raquel|||0000-0002-1191-5893, De Rojas, Itziar|||0000-0002-2148-381X, García-González, Pablo|||0000-0003-0125-5403, Olivé Roig, Clàudia|||0000-0002-9438-5639, Sotolongo Grau, Oscar|||0000-0002-9679-0670, García-Sánchez, Ainhoa, García-Gutiérrez, Fernando, Montrreal Navarro, Laura|||0000-0002-0010-645X, Tartari, Juan Pablo, Sanabria, Ángela|||0000-0002-7501-9895, Pytel, Vanesa, Lage, Carmen|||0000-0003-1703-121X, Quintela, Inés|||0000-0002-0239-7975, Aguilera, Nuria, Rodríguez-Rodríguez, Eloy|||0000-0001-7742-677X, Alarcón-Martín, Emilio|||0000-0002-0985-872X, Orellana del Río, Adelina|||0000-0002-0204-1944, Pastor, Pau|||0000-0002-7493-8777, Pérez-Tur, Jordi|||0000-0002-9111-1712, Piñol-Ripoll, Gerard, Lopez de Munain, Adolfo|||0000-0002-9509-4032, García-Alberca, Jose María|||0000-0003-2951-6644, Royo, Jose Luís, Bullido, María J.|||0000-0002-6477-1117, Alvarez, Victoria|||0000-0002-1916-2523, Real, Luis M.|||0000-0003-4932-7429, Gómez-Garre, Dulcenombre|||0000-0002-5056-6489, Franco-Macías, Emilio|||0000-0003-4186-1037, Mir, Pablo|||0000-0003-1656-302X, Medina, Miguel|||0000-0002-7016-5340, Sanchez-Valle, Raquel|||0000-0001-7750-896X, Dols Icardo, Oriol|||0000-0003-2656-8748, Sáez, María Eugenia|||0000-0001-9299-2534, Carracedo, Ángel|||0000-0003-1085-8986, Tárraga, Lluís|||0000-0002-8423-946X, Valero, Sergi|||0000-0002-6599-948X, Marquié, Marta|||0000-0002-0660-0950, Boada, Mercè|||0000-0003-2617-3009, Cano, Amanda|||0000-0001-9567-4283, Ruiz Laza, Agustín|||0000-0003-2633-2495, Corbatón-Anchuelo, Arturo, Martínez-Larrad, María Teresa, Alegret, Montse, Sánchez-Juan, Pascual|||0000-0002-6081-8037, Cavazos, Jose Enrique, Cabrera-Socorro, Alfredo
Tipo de recurso: artículo
Fecha de publicación:2025
País:España
Institución:Universitat Autònoma de Barcelona
Repositorio:Dipòsit Digital de Documents de la UAB
Idioma:inglés
OAI Identifier:oai:dnet:uabarcelona_::07a49065356be0ef3fefe1390aeaa07f
Acceso en línea:https://ddd.uab.cat/record/328493
https://dx.doi.org/urn:doi:10.1007/s10142-025-01581-6
Access Level:acceso abierto
Palabra clave:Aβ42
CSF biomarkers
PET tomography
GWAS
Proteome
id ES_cd044f40cffe566e4fa47047b43b9c06
oai_identifier_str oai:dnet:uabarcelona_::07a49065356be0ef3fefe1390aeaa07f
network_acronym_str ES
network_name_str España
repository_id_str
dc.title.none.fl_str_mv Linking genomic and proteomic signatures to brain amyloid burden
insights from GR@ACE/DEGESCO
title Linking genomic and proteomic signatures to brain amyloid burden
spellingShingle Linking genomic and proteomic signatures to brain amyloid burden
Puerta, Raquel|||0000-0002-1191-5893
Aβ42
CSF biomarkers
PET tomography
GWAS
Proteome
title_short Linking genomic and proteomic signatures to brain amyloid burden
title_full Linking genomic and proteomic signatures to brain amyloid burden
title_fullStr Linking genomic and proteomic signatures to brain amyloid burden
title_full_unstemmed Linking genomic and proteomic signatures to brain amyloid burden
title_sort Linking genomic and proteomic signatures to brain amyloid burden
dc.creator.none.fl_str_mv Puerta, Raquel|||0000-0002-1191-5893
De Rojas, Itziar|||0000-0002-2148-381X
García-González, Pablo|||0000-0003-0125-5403
Olivé Roig, Clàudia|||0000-0002-9438-5639
Sotolongo Grau, Oscar|||0000-0002-9679-0670
García-Sánchez, Ainhoa
García-Gutiérrez, Fernando
Montrreal Navarro, Laura|||0000-0002-0010-645X
Tartari, Juan Pablo
Sanabria, Ángela|||0000-0002-7501-9895
Pytel, Vanesa
Lage, Carmen|||0000-0003-1703-121X
Quintela, Inés|||0000-0002-0239-7975
Aguilera, Nuria
Rodríguez-Rodríguez, Eloy|||0000-0001-7742-677X
Alarcón-Martín, Emilio|||0000-0002-0985-872X
Orellana del Río, Adelina|||0000-0002-0204-1944
Pastor, Pau|||0000-0002-7493-8777
Pérez-Tur, Jordi|||0000-0002-9111-1712
Piñol-Ripoll, Gerard
Lopez de Munain, Adolfo|||0000-0002-9509-4032
García-Alberca, Jose María|||0000-0003-2951-6644
Royo, Jose Luís
Bullido, María J.|||0000-0002-6477-1117
Alvarez, Victoria|||0000-0002-1916-2523
Real, Luis M.|||0000-0003-4932-7429
Gómez-Garre, Dulcenombre|||0000-0002-5056-6489
Franco-Macías, Emilio|||0000-0003-4186-1037
Mir, Pablo|||0000-0003-1656-302X
Medina, Miguel|||0000-0002-7016-5340
Sanchez-Valle, Raquel|||0000-0001-7750-896X
Dols Icardo, Oriol|||0000-0003-2656-8748
Sáez, María Eugenia|||0000-0001-9299-2534
Carracedo, Ángel|||0000-0003-1085-8986
Tárraga, Lluís|||0000-0002-8423-946X
Valero, Sergi|||0000-0002-6599-948X
Marquié, Marta|||0000-0002-0660-0950
Boada, Mercè|||0000-0003-2617-3009
Cano, Amanda|||0000-0001-9567-4283
Ruiz Laza, Agustín|||0000-0003-2633-2495
Corbatón-Anchuelo, Arturo
Martínez-Larrad, María Teresa
Alegret, Montse
Sánchez-Juan, Pascual|||0000-0002-6081-8037
Cavazos, Jose Enrique
Cabrera-Socorro, Alfredo
author Puerta, Raquel|||0000-0002-1191-5893
author_facet Puerta, Raquel|||0000-0002-1191-5893
De Rojas, Itziar|||0000-0002-2148-381X
García-González, Pablo|||0000-0003-0125-5403
Olivé Roig, Clàudia|||0000-0002-9438-5639
Sotolongo Grau, Oscar|||0000-0002-9679-0670
García-Sánchez, Ainhoa
García-Gutiérrez, Fernando
Montrreal Navarro, Laura|||0000-0002-0010-645X
Tartari, Juan Pablo
Sanabria, Ángela|||0000-0002-7501-9895
Pytel, Vanesa
Lage, Carmen|||0000-0003-1703-121X
Quintela, Inés|||0000-0002-0239-7975
Aguilera, Nuria
Rodríguez-Rodríguez, Eloy|||0000-0001-7742-677X
Alarcón-Martín, Emilio|||0000-0002-0985-872X
Orellana del Río, Adelina|||0000-0002-0204-1944
Pastor, Pau|||0000-0002-7493-8777
Pérez-Tur, Jordi|||0000-0002-9111-1712
Piñol-Ripoll, Gerard
Lopez de Munain, Adolfo|||0000-0002-9509-4032
García-Alberca, Jose María|||0000-0003-2951-6644
Royo, Jose Luís
Bullido, María J.|||0000-0002-6477-1117
Alvarez, Victoria|||0000-0002-1916-2523
Real, Luis M.|||0000-0003-4932-7429
Gómez-Garre, Dulcenombre|||0000-0002-5056-6489
Franco-Macías, Emilio|||0000-0003-4186-1037
Mir, Pablo|||0000-0003-1656-302X
Medina, Miguel|||0000-0002-7016-5340
Sanchez-Valle, Raquel|||0000-0001-7750-896X
Dols Icardo, Oriol|||0000-0003-2656-8748
Sáez, María Eugenia|||0000-0001-9299-2534
Carracedo, Ángel|||0000-0003-1085-8986
Tárraga, Lluís|||0000-0002-8423-946X
Valero, Sergi|||0000-0002-6599-948X
Marquié, Marta|||0000-0002-0660-0950
Boada, Mercè|||0000-0003-2617-3009
Cano, Amanda|||0000-0001-9567-4283
Ruiz Laza, Agustín|||0000-0003-2633-2495
Corbatón-Anchuelo, Arturo
Martínez-Larrad, María Teresa
Alegret, Montse
Sánchez-Juan, Pascual|||0000-0002-6081-8037
Cavazos, Jose Enrique
Cabrera-Socorro, Alfredo
author_role author
author2 De Rojas, Itziar|||0000-0002-2148-381X
García-González, Pablo|||0000-0003-0125-5403
Olivé Roig, Clàudia|||0000-0002-9438-5639
Sotolongo Grau, Oscar|||0000-0002-9679-0670
García-Sánchez, Ainhoa
García-Gutiérrez, Fernando
Montrreal Navarro, Laura|||0000-0002-0010-645X
Tartari, Juan Pablo
Sanabria, Ángela|||0000-0002-7501-9895
Pytel, Vanesa
Lage, Carmen|||0000-0003-1703-121X
Quintela, Inés|||0000-0002-0239-7975
Aguilera, Nuria
Rodríguez-Rodríguez, Eloy|||0000-0001-7742-677X
Alarcón-Martín, Emilio|||0000-0002-0985-872X
Orellana del Río, Adelina|||0000-0002-0204-1944
Pastor, Pau|||0000-0002-7493-8777
Pérez-Tur, Jordi|||0000-0002-9111-1712
Piñol-Ripoll, Gerard
Lopez de Munain, Adolfo|||0000-0002-9509-4032
García-Alberca, Jose María|||0000-0003-2951-6644
Royo, Jose Luís
Bullido, María J.|||0000-0002-6477-1117
Alvarez, Victoria|||0000-0002-1916-2523
Real, Luis M.|||0000-0003-4932-7429
Gómez-Garre, Dulcenombre|||0000-0002-5056-6489
Franco-Macías, Emilio|||0000-0003-4186-1037
Mir, Pablo|||0000-0003-1656-302X
Medina, Miguel|||0000-0002-7016-5340
Sanchez-Valle, Raquel|||0000-0001-7750-896X
Dols Icardo, Oriol|||0000-0003-2656-8748
Sáez, María Eugenia|||0000-0001-9299-2534
Carracedo, Ángel|||0000-0003-1085-8986
Tárraga, Lluís|||0000-0002-8423-946X
Valero, Sergi|||0000-0002-6599-948X
Marquié, Marta|||0000-0002-0660-0950
Boada, Mercè|||0000-0003-2617-3009
Cano, Amanda|||0000-0001-9567-4283
Ruiz Laza, Agustín|||0000-0003-2633-2495
Corbatón-Anchuelo, Arturo
Martínez-Larrad, María Teresa
Alegret, Montse
Sánchez-Juan, Pascual|||0000-0002-6081-8037
Cavazos, Jose Enrique
Cabrera-Socorro, Alfredo
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dc.contributor.none.fl_str_mv Universitat Autònoma de Barcelona. Departament de Medicina
dc.subject.none.fl_str_mv Aβ42
CSF biomarkers
PET tomography
GWAS
Proteome
topic Aβ42
CSF biomarkers
PET tomography
GWAS
Proteome
description 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.
publishDate 2025
dc.date.none.fl_str_mv 2
2025-01-01
2025
2025-01-01
dc.type.none.fl_str_mv Article
http://purl.org/coar/resource_type/c_6501
VoR
http://purl.org/coar/version/c_970fb48d4fbd8a85
dc.type.openaire.fl_str_mv info:eu-repo/semantics/article
format article
dc.identifier.none.fl_str_mv https://ddd.uab.cat/record/328493
https://dx.doi.org/urn:doi:10.1007/s10142-025-01581-6
url https://ddd.uab.cat/record/328493
https://dx.doi.org/urn:doi:10.1007/s10142-025-01581-6
dc.language.none.fl_str_mv Inglés
eng
language_invalid_str_mv Inglés
language eng
dc.rights.none.fl_str_mv open access
http://purl.org/coar/access_right/c_abf2
https://creativecommons.org/licenses/by-nc-nd/4.0/
dc.rights.openaire.fl_str_mv info:eu-repo/semantics/openAccess
rights_invalid_str_mv open access
http://purl.org/coar/access_right/c_abf2
https://creativecommons.org/licenses/by-nc-nd/4.0/
eu_rights_str_mv openAccess
dc.format.none.fl_str_mv application/pdf
dc.source.none.fl_str_mv reponame:Dipòsit Digital de Documents de la UAB
instname:Universitat Autònoma de Barcelona
instname_str Universitat Autònoma de Barcelona
reponame_str Dipòsit Digital de Documents de la UAB
collection Dipòsit Digital de Documents de la UAB
repository.name.fl_str_mv
repository.mail.fl_str_mv
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spelling Linking genomic and proteomic signatures to brain amyloid burdeninsights from GR@ACE/DEGESCOPuerta, Raquel|||0000-0002-1191-5893De Rojas, Itziar|||0000-0002-2148-381XGarcía-González, Pablo|||0000-0003-0125-5403Olivé Roig, Clàudia|||0000-0002-9438-5639Sotolongo Grau, Oscar|||0000-0002-9679-0670García-Sánchez, AinhoaGarcía-Gutiérrez, FernandoMontrreal Navarro, Laura|||0000-0002-0010-645XTartari, Juan PabloSanabria, Ángela|||0000-0002-7501-9895Pytel, VanesaLage, Carmen|||0000-0003-1703-121XQuintela, Inés|||0000-0002-0239-7975Aguilera, NuriaRodríguez-Rodríguez, Eloy|||0000-0001-7742-677XAlarcón-Martín, Emilio|||0000-0002-0985-872XOrellana del Río, Adelina|||0000-0002-0204-1944Pastor, Pau|||0000-0002-7493-8777Pérez-Tur, Jordi|||0000-0002-9111-1712Piñol-Ripoll, GerardLopez de Munain, Adolfo|||0000-0002-9509-4032García-Alberca, Jose María|||0000-0003-2951-6644Royo, Jose LuísBullido, María J.|||0000-0002-6477-1117Alvarez, Victoria|||0000-0002-1916-2523Real, Luis M.|||0000-0003-4932-7429Gómez-Garre, Dulcenombre|||0000-0002-5056-6489Franco-Macías, Emilio|||0000-0003-4186-1037Mir, Pablo|||0000-0003-1656-302XMedina, Miguel|||0000-0002-7016-5340Sanchez-Valle, Raquel|||0000-0001-7750-896XDols Icardo, Oriol|||0000-0003-2656-8748Sáez, María Eugenia|||0000-0001-9299-2534Carracedo, Ángel|||0000-0003-1085-8986Tárraga, Lluís|||0000-0002-8423-946XValero, Sergi|||0000-0002-6599-948XMarquié, Marta|||0000-0002-0660-0950Boada, Mercè|||0000-0003-2617-3009Cano, Amanda|||0000-0001-9567-4283Ruiz Laza, Agustín|||0000-0003-2633-2495Corbatón-Anchuelo, ArturoMartínez-Larrad, María TeresaAlegret, MontseSánchez-Juan, Pascual|||0000-0002-6081-8037Cavazos, Jose EnriqueCabrera-Socorro, AlfredoAβ42CSF biomarkersPET tomographyGWASProteomeAlzheimer'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.Universitat Autònoma de Barcelona. Departament de Medicina 22025-01-0120252025-01-01Articlehttp://purl.org/coar/resource_type/c_6501VoRhttp://purl.org/coar/version/c_970fb48d4fbd8a85info:eu-repo/semantics/articleapplication/pdfhttps://ddd.uab.cat/record/328493https://dx.doi.org/urn:doi:10.1007/s10142-025-01581-6reponame:Dipòsit Digital de Documents de la UABinstname:Universitat Autònoma de BarcelonaInglésengopen accesshttp://purl.org/coar/access_right/c_abf2Aquest document està subjecte a una llicència d'ús Creative Commons. Es permet la reproducció total o parcial, la distribució, i la comunicació pública de l'obra, sempre que no sigui amb finalitats comercials, i sempre que es reconegui l'autoria de l'obra original. No es permet la creació d'obres derivades.https://creativecommons.org/licenses/by-nc-nd/4.0/info:eu-repo/semantics/openAccessoai:dnet:uabarcelona_::07a49065356be0ef3fefe1390aeaa07f2026-06-06T12:50:31Z
score 15.81155