Transferability of European-derived Alzheimer's disease polygenic risk scores across multiancestry populations

A polygenic score (PGS) for Alzheimer's disease (AD) was derived recently from data on genome-wide significant loci in European ancestry populations. We applied this PGS to populations in 17 European countries and observed a consistent association with the AD risk, age at onset and cerebrospinal flu...

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Detalles Bibliográficos
Autores: Nicolas, A; Sherva, R; Grenier-Boley, B; Kim, Y; Kikuchi, M; Timsina, J; de Rojas, I; Dalmasso, MC; Zhou, XP; Le Guen, Y; Arboleda-Bustos, CE; Bicalho, MAC; Guerchet, M; van der Lee, S; Goss, M; Castillo, A; Bellenguez, C; Küçükali, F; Satizabal, CL; Fongang, B; Yang, Q; Peters, O; Schneider, A; Dichgans, M; Rujescu, D; Scherbaum, N; Deckert, J; Riedel-Heller, S; Hausner, L; Molina-Porcel, L; Duezel, E; Grimmer, T; Wiltfang, J; Heilmann-Heimbach, S; Moebus, S; Tegos, T; Scarmeas, N; Dols-Icardo, O; Moreno, F; Pérez-Tur, J; Bullido, MJ; Pastor, P; Sánchez-Valle, R; Alvarez, V; Cao, H; Ip, NY; Fu, AKY; Ip, FCF; Olivar, N; Muchnik, C; Cuesta, C; Campanelli, L; Solis, P; Politis, DG; Kochen, S; Brusco, LI; Boada, M; García-González, P; Puerta, R; Mir, P; Real, LM; Pinol-Ripoll, G; García-Alberca, JM; Royo, JL; Rodriguez-Rodriguez, E; Soininen, H; Heikkinen, S; de Mendonça, A; Mehrabian, S; Traykov, L; Hort, J; Vyhnalek, M; Rasmussen, KL; Thomassen, JQ; Pijnenburg, YAL; Holstege, H; van Swieten, JC; Seelaar, H; Claassen, JAHR; Jansen, WJ; Ramakers, I; Verhey, F; van der Lugt, A; Scheltens, P; Ortega-Rojas, J; Mera, AGC; Mahecha, MF; Pardo, R; Arboleda, G; Bahrami, S; Fominykh, V; Selbaek, G; Graff, C; Papenberg, G; Giedraitis, V; Boland, A; Deleuze, JF; de Marco, LA; de Moraes, EN; Viana, BD; Cintra, MTG; Juarez-Cedillo, T; Griswold, AJ; Forund, T; Haines, J; Farrer, L; Destefano, A; Wijsman, E; Mayeux, R; Pericak-Vance, M; Kunkle, B; Goate, A; Schellenberg, GD; Vardarajan, B; Wang, LS; Leung, YY; Dalgard, CL; Nicolas, G; Wallon, D; Dufouil, C; Pasquier, F; Hanon, O; Debette, S; Gruenblatt, E; Popp, J; Angel, B; Gloger, S; Chacon, MV; Aranguiz, R; Orellana, P; Slachevsky, A; Gonzalez-Billault, C; Albala, C; Fuentes, P; Sachdev, P; Mather, KA; Hauger, RL; Merritt, V; Panizzon, M; Zhang, R; Gaziano, JM; Ghidoni, R; Galimberti, D; Arosio, B; Mecocci, P; Solfrizzi, V; Parnetti, L; Squassina, A; Tremolizzo, L; Borroni, B; Nacmias, B; Caffarra, P; Seripa, D; Rainero, I; Daniele, A; Piras, F; Leonard, HL; Yokoyama, JS; Nalls, MA; Miyashita, A; Hara, N; Ozaki, K; Niida, S; Williams, J; Masullo, C; Amouyel, P; Preux, PM; Mbelesso, P; Bandzouzi, B; Saykin, A; Jessen, F; Kehoe, PG; Van Duijn, C; Ben Salem, N; Frikke-Schmidt, R; Cherni, L; Greicius, MD; Tsolaki, M; Sánchez-Juan, P; Silva, MAR; Porter, T; Laws, SM; Sleegers, K; Ingelsson, M; Dartigues, JF; Seshadri, S; Rossi, G; Morelli, L; Hiltunen, M; Sims, R; van der Flier, W; Andreassen, OA; Arboleda, H; Cruchaga, C; Escott-Price, V; Ruiz, A; Lee, KH; Ikeuchi, T; Ramirez, A; Gim, J; Logue, M; Lambert, JC
Tipo de documento: Artículo
Estado:Published version
Fecha de publicación:2025
País:España
Institución:Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (FISABIO)
Repositorio:r-FISABIO. Repositorio Institucional de Producción Científica
OAI Identifier:oai:dnet:r-fisabio___::28773980ce39cb259e439e00c4ac26b7
Acceso en línea:https://fisabio.portalinvestigacion.com/publicaciones/21026
Nivel de acceso:Acceso abierto
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author Nicolas, A
author2 Sherva, R
Grenier-Boley, B
Kim, Y
Kikuchi, M
Timsina, J
de Rojas, I
Dalmasso, MC
Zhou, XP
Le Guen, Y
Arboleda-Bustos, CE
Bicalho, MAC
Guerchet, M
van der Lee, S
Goss, M
Castillo, A
Bellenguez, C
Küçükali, F
Satizabal, CL
Fongang, B
Yang, Q
Peters, O
Schneider, A
Dichgans, M
Rujescu, D
Scherbaum, N
Deckert, J
Riedel-Heller, S
Hausner, L
Molina-Porcel, L
Duezel, E
Grimmer, T
Wiltfang, J
Heilmann-Heimbach, S
Moebus, S
Tegos, T
Scarmeas, N
Dols-Icardo, O
Moreno, F
Pérez-Tur, J
Bullido, MJ
Pastor, P
Sánchez-Valle, R
Alvarez, V
Cao, H
Ip, NY
Fu, AKY
Ip, FCF
Olivar, N
Muchnik, C
Cuesta, C
Campanelli, L
Solis, P
Politis, DG
Kochen, S
Brusco, LI
Boada, M
García-González, P
Puerta, R
Mir, P
Real, LM
Pinol-Ripoll, G
García-Alberca, JM
Royo, JL
Rodriguez-Rodriguez, E
Soininen, H
Heikkinen, S
de Mendonça, A
Mehrabian, S
Traykov, L
Hort, J
Vyhnalek, M
Rasmussen, KL
Thomassen, JQ
Pijnenburg, YAL
Holstege, H
van Swieten, JC
Seelaar, H
Claassen, JAHR
Jansen, WJ
Ramakers, I
Verhey, F
van der Lugt, A
Scheltens, P
Ortega-Rojas, J
Mera, AGC
Mahecha, MF
Pardo, R
Arboleda, G
Bahrami, S
Fominykh, V
Selbaek, G
Graff, C
Papenberg, G
Giedraitis, V
Boland, A
Deleuze, JF
de Marco, LA
de Moraes, EN
Viana, BD
Cintra, MTG
Juarez-Cedillo, T
Griswold, AJ
Forund, T
Haines, J
Farrer, L
Destefano, A
Wijsman, E
Mayeux, R
Pericak-Vance, M
Kunkle, B
Goate, A
Schellenberg, GD
Vardarajan, B
Wang, LS
Leung, YY
Dalgard, CL
Nicolas, G
Wallon, D
Dufouil, C
Pasquier, F
Hanon, O
Debette, S
Gruenblatt, E
Popp, J
Angel, B
Gloger, S
Chacon, MV
Aranguiz, R
Orellana, P
Slachevsky, A
Gonzalez-Billault, C
Albala, C
Fuentes, P
Sachdev, P
Mather, KA
Hauger, RL
Merritt, V
Panizzon, M
Zhang, R
Gaziano, JM
Ghidoni, R
Galimberti, D
Arosio, B
Mecocci, P
Solfrizzi, V
Parnetti, L
Squassina, A
Tremolizzo, L
Borroni, B
Nacmias, B
Caffarra, P
Seripa, D
Rainero, I
Daniele, A
Piras, F
Leonard, HL
Yokoyama, JS
Nalls, MA
Miyashita, A
Hara, N
Ozaki, K
Niida, S
Williams, J
Masullo, C
Amouyel, P
Preux, PM
Mbelesso, P
Bandzouzi, B
Saykin, A
Jessen, F
Kehoe, PG
Van Duijn, C
Ben Salem, N
Frikke-Schmidt, R
Cherni, L
Greicius, MD
Tsolaki, M
Sánchez-Juan, P
Silva, MAR
Porter, T
Laws, SM
Sleegers, K
Ingelsson, M
Dartigues, JF
Seshadri, S
Rossi, G
Morelli, L
Hiltunen, M
Sims, R
van der Flier, W
Andreassen, OA
Arboleda, H
Cruchaga, C
Escott-Price, V
Ruiz, A
Lee, KH
Ikeuchi, T
Ramirez, A
Gim, J
Logue, M
Lambert, JC
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author_browse Albala, C
Alvarez, V
Amouyel, P
Andreassen, OA
Angel, B
Aranguiz, R
Arboleda, G
Arboleda, H
Arboleda-Bustos, CE
Arosio, B
Bahrami, S
Bandzouzi, B
Bellenguez, C
Ben Salem, N
Bicalho, MAC
Boada, M
Boland, A
Borroni, B
Brusco, LI
Bullido, MJ
Caffarra, P
Campanelli, L
Cao, H
Castillo, A
Chacon, MV
Cherni, L
Cintra, MTG
Claassen, JAHR
Cruchaga, C
Cuesta, C
Dalgard, CL
Dalmasso, MC
Daniele, A
Dartigues, JF
Debette, S
Deckert, J
Deleuze, JF
Destefano, A
Dichgans, M
Dols-Icardo, O
Duezel, E
Dufouil, C
Escott-Price, V
Farrer, L
Fominykh, V
Fongang, B
Forund, T
Frikke-Schmidt, R
Fu, AKY
Fuentes, P
Galimberti, D
García-Alberca, JM
García-González, P
Gaziano, JM
Ghidoni, R
Giedraitis, V
Gim, J
Gloger, S
Goate, A
Gonzalez-Billault, C
Goss, M
Graff, C
Greicius, MD
Grenier-Boley, B
Grimmer, T
Griswold, AJ
Gruenblatt, E
Guerchet, M
Haines, J
Hanon, O
Hara, N
Hauger, RL
Hausner, L
Heikkinen, S
Heilmann-Heimbach, S
Hiltunen, M
Holstege, H
Hort, J
Ikeuchi, T
Ingelsson, M
Ip, FCF
Ip, NY
Jansen, WJ
Jessen, F
Juarez-Cedillo, T
Kehoe, PG
Kikuchi, M
Kim, Y
Kochen, S
Kunkle, B
Küçükali, F
Lambert, JC
Laws, SM
Le Guen, Y
Lee, KH
Leonard, HL
Leung, YY
Logue, M
Mahecha, MF
Masullo, C
Mather, KA
Mayeux, R
Mbelesso, P
Mecocci, P
Mehrabian, S
Mera, AGC
Merritt, V
Mir, P
Miyashita, A
Moebus, S
Molina-Porcel, L
Morelli, L
Moreno, F
Muchnik, C
Nacmias, B
Nalls, MA
Nicolas, A
Nicolas, G
Niida, S
Olivar, N
Orellana, P
Ortega-Rojas, J
Ozaki, K
Panizzon, M
Papenberg, G
Pardo, R
Parnetti, L
Pasquier, F
Pastor, P
Pericak-Vance, M
Peters, O
Pijnenburg, YAL
Pinol-Ripoll, G
Piras, F
Politis, DG
Popp, J
Porter, T
Preux, PM
Puerta, R
Pérez-Tur, J
Rainero, I
Ramakers, I
Ramirez, A
Rasmussen, KL
Real, LM
Riedel-Heller, S
Rodriguez-Rodriguez, E
Rossi, G
Royo, JL
Ruiz, A
Rujescu, D
Sachdev, P
Satizabal, CL
Saykin, A
Scarmeas, N
Schellenberg, GD
Scheltens, P
Scherbaum, N
Schneider, A
Seelaar, H
Selbaek, G
Seripa, D
Seshadri, S
Sherva, R
Silva, MAR
Sims, R
Slachevsky, A
Sleegers, K
Soininen, H
Solfrizzi, V
Solis, P
Squassina, A
Sánchez-Juan, P
Sánchez-Valle, R
Tegos, T
Thomassen, JQ
Timsina, J
Traykov, L
Tremolizzo, L
Tsolaki, M
Van Duijn, C
Vardarajan, B
Verhey, F
Viana, BD
Vyhnalek, M
Wallon, D
Wang, LS
Wijsman, E
Williams, J
Wiltfang, J
Yang, Q
Yokoyama, JS
Zhang, R
Zhou, XP
de Marco, LA
de Mendonça, A
de Moraes, EN
de Rojas, I
van Swieten, JC
van der Flier, W
van der Lee, S
van der Lugt, A
author_facet Nicolas, A
Sherva, R
Grenier-Boley, B
Kim, Y
Kikuchi, M
Timsina, J
de Rojas, I
Dalmasso, MC
Zhou, XP
Le Guen, Y
Arboleda-Bustos, CE
Bicalho, MAC
Guerchet, M
van der Lee, S
Goss, M
Castillo, A
Bellenguez, C
Küçükali, F
Satizabal, CL
Fongang, B
Yang, Q
Peters, O
Schneider, A
Dichgans, M
Rujescu, D
Scherbaum, N
Deckert, J
Riedel-Heller, S
Hausner, L
Molina-Porcel, L
Duezel, E
Grimmer, T
Wiltfang, J
Heilmann-Heimbach, S
Moebus, S
Tegos, T
Scarmeas, N
Dols-Icardo, O
Moreno, F
Pérez-Tur, J
Bullido, MJ
Pastor, P
Sánchez-Valle, R
Alvarez, V
Cao, H
Ip, NY
Fu, AKY
Ip, FCF
Olivar, N
Muchnik, C
Cuesta, C
Campanelli, L
Solis, P
Politis, DG
Kochen, S
Brusco, LI
Boada, M
García-González, P
Puerta, R
Mir, P
Real, LM
Pinol-Ripoll, G
García-Alberca, JM
Royo, JL
Rodriguez-Rodriguez, E
Soininen, H
Heikkinen, S
de Mendonça, A
Mehrabian, S
Traykov, L
Hort, J
Vyhnalek, M
Rasmussen, KL
Thomassen, JQ
Pijnenburg, YAL
Holstege, H
van Swieten, JC
Seelaar, H
Claassen, JAHR
Jansen, WJ
Ramakers, I
Verhey, F
van der Lugt, A
Scheltens, P
Ortega-Rojas, J
Mera, AGC
Mahecha, MF
Pardo, R
Arboleda, G
Bahrami, S
Fominykh, V
Selbaek, G
Graff, C
Papenberg, G
Giedraitis, V
Boland, A
Deleuze, JF
de Marco, LA
de Moraes, EN
Viana, BD
Cintra, MTG
Juarez-Cedillo, T
Griswold, AJ
Forund, T
Haines, J
Farrer, L
Destefano, A
Wijsman, E
Mayeux, R
Pericak-Vance, M
Kunkle, B
Goate, A
Schellenberg, GD
Vardarajan, B
Wang, LS
Leung, YY
Dalgard, CL
Nicolas, G
Wallon, D
Dufouil, C
Pasquier, F
Hanon, O
Debette, S
Gruenblatt, E
Popp, J
Angel, B
Gloger, S
Chacon, MV
Aranguiz, R
Orellana, P
Slachevsky, A
Gonzalez-Billault, C
Albala, C
Fuentes, P
Sachdev, P
Mather, KA
Hauger, RL
Merritt, V
Panizzon, M
Zhang, R
Gaziano, JM
Ghidoni, R
Galimberti, D
Arosio, B
Mecocci, P
Solfrizzi, V
Parnetti, L
Squassina, A
Tremolizzo, L
Borroni, B
Nacmias, B
Caffarra, P
Seripa, D
Rainero, I
Daniele, A
Piras, F
Leonard, HL
Yokoyama, JS
Nalls, MA
Miyashita, A
Hara, N
Ozaki, K
Niida, S
Williams, J
Masullo, C
Amouyel, P
Preux, PM
Mbelesso, P
Bandzouzi, B
Saykin, A
Jessen, F
Kehoe, PG
Van Duijn, C
Ben Salem, N
Frikke-Schmidt, R
Cherni, L
Greicius, MD
Tsolaki, M
Sánchez-Juan, P
Silva, MAR
Porter, T
Laws, SM
Sleegers, K
Ingelsson, M
Dartigues, JF
Seshadri, S
Rossi, G
Morelli, L
Hiltunen, M
Sims, R
van der Flier, W
Andreassen, OA
Arboleda, H
Cruchaga, C
Escott-Price, V
Ruiz, A
Lee, KH
Ikeuchi, T
Ramirez, A
Gim, J
Logue, M
Lambert, JC
author_role author
collection r-FISABIO. Repositorio Institucional de Producción Científica
description A polygenic score (PGS) for Alzheimer's disease (AD) was derived recently from data on genome-wide significant loci in European ancestry populations. We applied this PGS to populations in 17 European countries and observed a consistent association with the AD risk, age at onset and cerebrospinal fluid levels of AD biomarkers, independently of apolipoprotein E locus (APOE). This PGS was also associated with the AD risk in many other populations of diverse ancestries. A cross-ancestry polygenic risk score improved the association with the AD risk in most of the multiancestry populations tested when the APOE region was included. Finally, we found that the PGS/polygenic risk score captured AD-specific information because the association weakened as the diagnosis was broadened. In conclusion, a simple PGS captures the AD-specific genetic information that is common to populations of different ancestries, although studies of more diverse populations are still needed to better characterize the genetics of AD.
eu_rights_str_mv openAccess
format article
id ES_483f7f7864664fec565fcbc3d19e92f1
institution Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (FISABIO)
instname_str Fundación para el Fomento de la Investigación Sanitaria y Biomédica de la Comunitat Valenciana (FISABIO)
network_acronym_str ES
network_name_str España
oai_identifier_str oai:dnet:r-fisabio___::28773980ce39cb259e439e00c4ac26b7
publishDate 2025
publishDateSort 2025
publisher NATURE PORTFOLIO
publisherStr NATURE PORTFOLIO
reponame_str r-FISABIO. Repositorio Institucional de Producción Científica
spelling Transferability of European-derived Alzheimer's disease polygenic risk scores across multiancestry populations Nicolas, A Sherva, R Grenier-Boley, B Kim, Y Kikuchi, M Timsina, J de Rojas, I Dalmasso, MC Zhou, XP Le Guen, Y Arboleda-Bustos, CE Bicalho, MAC Guerchet, M van der Lee, S Goss, M Castillo, A Bellenguez, C Küçükali, F Satizabal, CL Fongang, B Yang, Q Peters, O Schneider, A Dichgans, M Rujescu, D Scherbaum, N Deckert, J Riedel-Heller, S Hausner, L Molina-Porcel, L Duezel, E Grimmer, T Wiltfang, J Heilmann-Heimbach, S Moebus, S Tegos, T Scarmeas, N Dols-Icardo, O Moreno, F Pérez-Tur, J Bullido, MJ Pastor, P Sánchez-Valle, R Alvarez, V Cao, H Ip, NY Fu, AKY Ip, FCF Olivar, N Muchnik, C Cuesta, C Campanelli, L Solis, P Politis, DG Kochen, S Brusco, LI Boada, M García-González, P Puerta, R Mir, P Real, LM Pinol-Ripoll, G García-Alberca, JM Royo, JL Rodriguez-Rodriguez, E Soininen, H Heikkinen, S de Mendonça, A Mehrabian, S Traykov, L Hort, J Vyhnalek, M Rasmussen, KL Thomassen, JQ Pijnenburg, YAL Holstege, H van Swieten, JC Seelaar, H Claassen, JAHR Jansen, WJ Ramakers, I Verhey, F van der Lugt, A Scheltens, P Ortega-Rojas, J Mera, AGC Mahecha, MF Pardo, R Arboleda, G Bahrami, S Fominykh, V Selbaek, G Graff, C Papenberg, G Giedraitis, V Boland, A Deleuze, JF de Marco, LA de Moraes, EN Viana, BD Cintra, MTG Juarez-Cedillo, T Griswold, AJ Forund, T Haines, J Farrer, L Destefano, A Wijsman, E Mayeux, R Pericak-Vance, M Kunkle, B Goate, A Schellenberg, GD Vardarajan, B Wang, LS Leung, YY Dalgard, CL Nicolas, G Wallon, D Dufouil, C Pasquier, F Hanon, O Debette, S Gruenblatt, E Popp, J Angel, B Gloger, S Chacon, MV Aranguiz, R Orellana, P Slachevsky, A Gonzalez-Billault, C Albala, C Fuentes, P Sachdev, P Mather, KA Hauger, RL Merritt, V Panizzon, M Zhang, R Gaziano, JM Ghidoni, R Galimberti, D Arosio, B Mecocci, P Solfrizzi, V Parnetti, L Squassina, A Tremolizzo, L Borroni, B Nacmias, B Caffarra, P Seripa, D Rainero, I Daniele, A Piras, F Leonard, HL Yokoyama, JS Nalls, MA Miyashita, A Hara, N Ozaki, K Niida, S Williams, J Masullo, C Amouyel, P Preux, PM Mbelesso, P Bandzouzi, B Saykin, A Jessen, F Kehoe, PG Van Duijn, C Ben Salem, N Frikke-Schmidt, R Cherni, L Greicius, MD Tsolaki, M Sánchez-Juan, P Silva, MAR Porter, T Laws, SM Sleegers, K Ingelsson, M Dartigues, JF Seshadri, S Rossi, G Morelli, L Hiltunen, M Sims, R van der Flier, W Andreassen, OA Arboleda, H Cruchaga, C Escott-Price, V Ruiz, A Lee, KH Ikeuchi, T Ramirez, A Gim, J Logue, M Lambert, JC A polygenic score (PGS) for Alzheimer's disease (AD) was derived recently from data on genome-wide significant loci in European ancestry populations. We applied this PGS to populations in 17 European countries and observed a consistent association with the AD risk, age at onset and cerebrospinal fluid levels of AD biomarkers, independently of apolipoprotein E locus (APOE). This PGS was also associated with the AD risk in many other populations of diverse ancestries. A cross-ancestry polygenic risk score improved the association with the AD risk in most of the multiancestry populations tested when the APOE region was included. Finally, we found that the PGS/polygenic risk score captured AD-specific information because the association weakened as the diagnosis was broadened. In conclusion, a simple PGS captures the AD-specific genetic information that is common to populations of different ancestries, although studies of more diverse populations are still needed to better characterize the genetics of AD. NATURE PORTFOLIO https://fisabio.portalinvestigacion.com/publicaciones/21026
spellingShingle Transferability of European-derived Alzheimer's disease polygenic risk scores across multiancestry populations
Nicolas, A
status_str publishedVersion
title Transferability of European-derived Alzheimer's disease polygenic risk scores across multiancestry populations
title_full Transferability of European-derived Alzheimer's disease polygenic risk scores across multiancestry populations
title_fullStr Transferability of European-derived Alzheimer's disease polygenic risk scores across multiancestry populations
title_full_unstemmed Transferability of European-derived Alzheimer's disease polygenic risk scores across multiancestry populations
title_short Transferability of European-derived Alzheimer's disease polygenic risk scores across multiancestry populations
title_sort Transferability of European-derived Alzheimer's disease polygenic risk scores across multiancestry populations
url https://fisabio.portalinvestigacion.com/publicaciones/21026