APOE-Stratified Genome-Wide Association Analyses Provide Insights into the Genetic Etiology of Alzheimers's Disease
40 affiliations
- 1Department of Clinical Biochemistry, Copenhagen University Hospital-Rigshospitalet, Copenhagen, Denmark. [email protected]
- 2Center for Alzheimer's and Related Dementias, National Institute on Aging, Bethesda, MD, USA
- 3Nuffield Department of Population Health, University of Oxford, Oxford, UK
- 4Université de Lille, Inserm, CHU Lille, Institut Pasteur de Lille, Lille, France
- 5Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland
- 6Ace Alzheimer Center Barcelona, Universitat Internacional de Catalunya (UIC), Barcelona, Spain
- 7Network Center on Biomedical Research in Neurodegenerative Diseases (CIBERNED), National Institute of Health Carlos III, Madrid, Spain
- 8PhD Program in Biotechnology, Faculty of Pharmacy and Food Sciences, University of Barcelona, Barcelona, Spain
- 9UK Dementia Research Institute, School of Medicine, Cardiff University, Cardiff, UK
- 10Department of Molecular Genetics, Brain Research Institute, Niigata University, Niigata, Japan
- 11BK FOUR Department of Integrative Biological Sciences, Chosun University, Gwangju, Republic of Korea
- 12Department of Biomedical Science, Chosun University, Gwangju, Republic of Korea
- 13Gwangju Alzheimer's & Related Dementia (GARD) Cohort Research Center, Chosun University, Gwangju, Republic of Korea
- 14Well-aging Medicare Institute & CSU G-LAMP Project Group, Chosun University, Gwangju, Republic of Korea
- 15Division of Life Science, State Key Laboratory of Molecular Neuroscience and Daniel and Mayce Yu Molecular Neuroscience Center, The Hong Kong University of Science and Technology, Hong Kong, China
- 16Hong Kong Center for Neurodegenerative Diseases, InnoHK, Hong Kong, China
- 17Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium
- 18VIB Center for Molecular Neurology, VIB, Antwerp, Belgium
- 19Luxembourg Centre for Systems Biomedicine (LCSB), University of Luxembourg, Esch-sur-Alzette, Luxembourg
- 20Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Oviedo, Spain
- 21Laboratorio de Genética, Hospital Universitario Central de Asturias, Oviedo, Spain
- 22Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy
- 23Geriatric Unit, Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico, Milan, Italy
- 24Norwegian National Centre for Aging and Health, Vestfold Health Trust, Tønsberg, Norway
- 25The Research Centre for Age-related Functional Decline and Disease, Innlandet Hospital Trust, Ottestad, Norway
- 26Coalition for Aligning Science, Chevy Chase, MD, USA
- 27Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy
- 28Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy
- 29Laboratory of Experimental Neuropsychobiology, Clinical Neuroscience and Neurorehabilitation Department, IRCCS Santa Lucia Foundation, Rome, Italy
- 30Centro de Biología Molecular Severo Ochoa (UAM-CSIC), Madrid, Spain
- 31Instituto de Investigacion Sanitaria 'Hospital la Paz' (IdIPaz), Madrid, Spain
- 32Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy
- 33Neurology Unit, IRCCS Fondazione Policlinico Universitario A. Gemelli, Rome, Italy
- 34Fundación Pública Galega de Medicina Xenómica-IDIS, Santiago de Compostela, Spain
- 35Grupo de Medicina Xenómica, CIBERER, CIMUS, Universidade de Santiago de Compostela, Santiago de Compostela, Spain
- 36Faculty of Medicine, University of Lisbon, Lisbon, Portugal
- 37Department of Psychiatry, Psychosomatics and Psychotherapy, Center of Mental Health, University Hospital of Würzburg, Würzburg, Germany
- 38German Center for Neurodegenerative Diseases (DZNE), Munich, Germany
- 39Institute for Stroke and Dementia Research (ISD), University Hospital, LMU Munich, Munich, Germany
- 40Munich Cluster for Systems Neurology (SyNergy), Munich, Germany
Abstract
Among the more than 90 identified genetic risk loci for late-onset Alzheimer’s disease (AD) and related dementias, the apolipoprotein E (APOE) gene ɛ2/ɛ3/ɛ4 polymorphisms remain the longstanding benchmark for genetic disease risk with a consistently large effect across studies1–10. Despite this massive signal, the exact mechanisms by which ɛ4 increases and ɛ2 decreases dementia risk remain poorly understood. Notably, recent trials of anti-amyloid therapies suggest less efficacy and higher risks of severe side effects in ε4 carriers11–13, hampering the treatment of those with the highest unmet need. To improve our understanding of the genetic architecture of AD in the context of its main genetic driver, we performed genome-wide association studies (GWASs) stratified by ε4 and ε2 carrier status. HP1BP3, SLC50A1, PTPRC, NPAS3, DDHD1, CHST9, SMYD2, PRAMEF1 and GFRA1 emerged as new genomic signals for AD risk, appearing only when stratified by APOE carrier status. DDHD1 appeared especially promising, showing protective effects in ε4 carriers, being identified as an expression quantitative trait locus and being involved in rare neuronal diseases. Such APOE-stratified insights may help understand and overcome side effects, inform clinical trial enrollment strategies, and create the scientific basis for targeted, mechanism-driven therapies in neurodegenerative diseases. Genome-wide association analyses of Alzheimer’s disease stratified by APOE carrier status identify variants whose effects are attenuated or augmented by the ε4 risk allele.
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BibTeX
@article{thomassen2026apoestratified,
title = {{APOE-Stratified Genome-Wide Association Analyses Provide Insights into the Genetic Etiology of Alzheimers's Disease}},
author = {Jesper Qvist Thomassen and Hampton Leonard and Brittany Ulms and Benjamin Grenier‐Boley and Sami Heikkinen and Pablo García‐González and Atahualapa Castillo-Morales and Masataka Kikuchi and Jungsoo Gim and Han Cao and Fahri Küçükali and Najaf Amin and Dabin Yoon and Itziar de Rojas and Pilar Álvarez Jerez and Victoria Álvarez and Beatrice Arosio and Céline Bellenguez and Sverre Bergh and Kimberley J. Billingsley and Cornelis Blauwendraat and Merçé Boada and Barbara Borroni and Paola Bossù and Maria Jesus Bullido and Antonio Daniele and Ángel Carracedo and Alexandre de Mendonça and Mark Cookson and Jürgen Deckert and Martin Dichgans and Srdjan Djurovic and Oriol Dols‐Icardo and Carole Dufouil and Emrah Düzel and Valentina Escott‐Price and Tormod Fladby and Laura Fratiglioni and Amy K.Y. Fu and Daniela Galimberti and José María García‐Alberca and Vilmantas Giedraitis and Guillermo García‐Ribas and Caroline Graff and Timo Grimmer and Edna Grünblatt and Olivier Hanon and Lucrezia Hausner and Stefanie Heilmann‐Heimbach and Jakub Hort and Frank Jessen and Kendall Jensen and Caroline Jonson and Y T Kim and Nicole Kuznetsov and Ville Leinonen and Anssi Lipponen and Jiao Luo and Mary B. Makarious and Henna Martiskainen},
journal = {Nature Genetics},
year = {2026},
month = sep,
doi = {10.1038/s41588-026-02713-9},
url = {https://hal.science/hal-05784438v1},
note = {CC BY-NC-ND},
}
RIS
TY - JOUR
TI - APOE-Stratified Genome-Wide Association Analyses Provide Insights into the Genetic Etiology of Alzheimers's Disease
AU - Jesper Qvist Thomassen
AU - Hampton Leonard
AU - Brittany Ulms
AU - Benjamin Grenier‐Boley
AU - Sami Heikkinen
AU - Pablo García‐González
AU - Atahualapa Castillo-Morales
AU - Masataka Kikuchi
AU - Jungsoo Gim
AU - Han Cao
AU - Fahri Küçükali
AU - Najaf Amin
AU - Dabin Yoon
AU - Itziar de Rojas
AU - Pilar Álvarez Jerez
AU - Victoria Álvarez
AU - Beatrice Arosio
AU - Céline Bellenguez
AU - Sverre Bergh
AU - Kimberley J. Billingsley
AU - Cornelis Blauwendraat
AU - Merçé Boada
AU - Barbara Borroni
AU - Paola Bossù
AU - Maria Jesus Bullido
AU - Antonio Daniele
AU - Ángel Carracedo
AU - Alexandre de Mendonça
AU - Mark Cookson
AU - Jürgen Deckert
AU - Martin Dichgans
AU - Srdjan Djurovic
AU - Oriol Dols‐Icardo
AU - Carole Dufouil
AU - Emrah Düzel
AU - Valentina Escott‐Price
AU - Tormod Fladby
AU - Laura Fratiglioni
AU - Amy K.Y. Fu
AU - Daniela Galimberti
AU - José María García‐Alberca
AU - Vilmantas Giedraitis
AU - Guillermo García‐Ribas
AU - Caroline Graff
AU - Timo Grimmer
AU - Edna Grünblatt
AU - Olivier Hanon
AU - Lucrezia Hausner
AU - Stefanie Heilmann‐Heimbach
AU - Jakub Hort
AU - Frank Jessen
AU - Kendall Jensen
AU - Caroline Jonson
AU - Y T Kim
AU - Nicole Kuznetsov
AU - Ville Leinonen
AU - Anssi Lipponen
AU - Jiao Luo
AU - Mary B. Makarious
AU - Henna Martiskainen
PY - 2026
DA - 2026/09/14
JO - Nature Genetics
DO - 10.1038/s41588-026-02713-9
UR - https://hal.science/hal-05784438v1
AB - Among the more than 90 identified genetic risk loci for late-onset Alzheimer’s disease (AD) and related dementias, the apolipoprotein E (APOE) gene ɛ2/ɛ3/ɛ4 polymorphisms remain the longstanding benchmark for genetic disease risk with a consistently large effect across studies1–10. Despite this massive signal, the exact mechanisms by which ɛ4 increases and ɛ2 decreases dementia risk remain poorly understood. Notably, recent trials of anti-amyloid therapies suggest less efficacy and higher risks of severe side effects in ε4 carriers11–13, hampering the treatment of those with the highest unmet need. To improve our understanding of the genetic architecture of AD in the context of its main genetic driver, we performed genome-wide association studies (GWASs) stratified by ε4 and ε2 carrier status. HP1BP3, SLC50A1, PTPRC, NPAS3, DDHD1, CHST9, SMYD2, PRAMEF1 and GFRA1 emerged as new genomic signals for AD risk, appearing only when stratified by APOE carrier status. DDHD1 appeared especially promising, showing protective effects in ε4 carriers, being identified as an expression quantitative trait locus and being involved in rare neuronal diseases. Such APOE-stratified insights may help understand and overcome side effects, inform clinical trial enrollment strategies, and create the scientific basis for targeted, mechanism-driven therapies in neurodegenerative diseases. Genome-wide association analyses of Alzheimer’s disease stratified by APOE carrier status identify variants whose effects are attenuated or augmented by the ε4 risk allele.
SN - 1061-4036
SN - 1546-1718
ER -