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Genetic Associations between Modifiable Risk Factors and Alzheimer Disease

  • Jiao Luo
  • , Jesper Qvist Thomassen
  • , C. line Bellenguez
  • , Benjamin Grenier-Boley
  • , Itziar de Rojas
  • , Atahualpa Castillo
  • , Kayenat Parveen
  • , Fahri Küçükali
  • , Aude Nicolas
  • , Oliver Peters
  • , Anja Schneider
  • , Martin Dichgans
  • , Dan Rujescu
  • , Norbert Scherbaum
  • , Deckert Jürgen
  • , Steffi Riedel-Heller
  • , Lucrezia Hausner
  • , Laura Molina Porcel
  • , Emrah Düzel
  • , Timo Grimmer
  • Jens Wiltfang, Stefanie Heilmann-Heimbach, Susanne Moebus, Thomas Tegos, Nikolaos Scarmeas, Jordi Clarimon, Fermin Moreno, Jordi Pérez-Tur, María J. Bullido, Pau Pastor, Raquel Sánchez-Valle, Victoria Álvarez, Mercè Boada, Pablo García-González, Raquel Puerta, Pablo Mir, Luis M. Real, Gerard Piñol-Ripoll, Jose María García-Alberca, Jose Luís Royo, Eloy Rodriguez-Rodriguez, Hilkka Soininen, Teemu Kuulasmaa, Alexandre de Mendonça, Shima Mehrabian, Jakub Hort, Martin Vyhnalek, Sven van der Lee, Caroline Graff, Goran Papenberg, Vilmantas Giedraitis, Anne Boland, Delphine Bacq-Daian, Jean-François Deleuze, Gael Nicolas, Carole Dufouil, Florence Pasquier, Olivier Hanon, Stéphanie Debette, Edna Grünblatt, Julius Popp, Luisa Benussi, Daniela Galimberti, Beatrice Arosio, Patrizia Mecocci, Vincenzo Solfrizzi, Lucilla Parnetti, Alessio Squassina, Lucio Tremolizzo, Barbara Borroni, Benedetta Nacmias, Sandro Sorbi, Paolo Caffarra, Davide Seripa, Innocenzo Rainero, Antonio Daniele, Carlo Masullo, Gianfranco Spalletta, Julie Williams, Philippe Amouyel, Frank Jessen, Patrick Kehoe, Tsolaki Magda, Giacomina Rossi, Pascual Sánchez-Juan, Kristel Sleegers, Martin Ingelsson, Ole A. Andreassen, Mikko Hiltunen, Cornelia van Duijn, Rebecca Sims, Wiesje van der Flier, Agustín Ruiz, Alfredo Ramirez, Jean-Charles Lambert, Ruth Frikke-Schmidt*
*Corresponding author for this work
  • University of Copenhagen
  • Facteurs de Risque et Déterminants Moléculaires des Maladies Liées au Vieillissement (RID-AGE)
  • UIC Barcelona
  • CIBER - Center for Biomedical Research Network
  • Cardiff University
  • University Hospital of Cologne
  • University Hospital of Bonn
  • VIB Center for Molecular Neurology
  • German Center for Neurodegenerative Diseases
  • Humboldt-Universität zu Berlin and Berlin Institute of Health
  • Ludwig Maximilian University of Munich
  • Munich Cluster for Systems Neurology
  • Medical University of Vienna
  • LVR-Hospital Essen, Essen, Germany
  • University of Würzburg
  • Leipzig University
  • Heidelberg University 
  • Hospital Clinic de Barcelona
  • Otto von Guericke University Magdeburg
  • Technical University of Munich
  • Georg-August-University
  • Instituto de Biomedicina
  • University of Duisburg-Essen
  • Aristotle University of Thessaloniki
  • National and Kapodistrian University of Athens
  • Columbia University
  • Autonomous University of Barcelona
  • Hospital Universitario Donostia
  • Instituto Biodonostia
  • CSIC - Institute of Biomedicine of Valencia
  • Instituto de Investigación Sanitaria La Fe
  • CSIC-UAM - Centre for Molecular Biology "Severo Ochoa"
  • University Hospital La Paz
  • Hospital Universitari Germans Trias i Pujol
  • University of Barcelona
  • Hospital Universitario Central de Asturias
  • Instituto de Investigación Sanitaria del Principado de Asturias
  • Hospital Universitario Virgen del Rocio
  • Hospital Universitario de Valme
  • University of Málaga
  • Hospital Universitari Santa Maria de Lleida, Lleida, Spain
  • Biomedical Research Institute of Lleida
  • Instituto Andaluz de Neurociencia (IANEC)
  • Hospital Universitario Marques de Valdecilla
  • University of Eastern Finland
  • University of Lisbon
  • Medical University Sofia
  • Charles University-University Hospital Motol
  • St. Anne's University Hospital Brno
  • Amsterdam UMC
  • Karolinska Institutet
  • Karolinska University Hospital
  • Aging Research Center
  • Uppsala University
  • ComUE Paris-Saclay
  • Université de Rouen Normandie
  • Bordeaux Population Health  Centre de Recherche U1219
  • Centre Hospitalier Universitaire de Bordeaux
  • Universite de Lille 2
  • Hôpital Broca
  • University of Zurich
  • University of Lausanne
  • University Hospital of Psychiatry Zurich
  • IRCCS Centro San Giovanni di Dio Fatebenefratelli - Brescia
  • Fondazione IRCCS Ca' Granda Ospedale Maggiore Policlinico
  • University of Milanc
  • International Centre for Rural Health of the San Paolo Hospital
  • University of Perugia
  • University of Bari
  • University of Cagliari
  • University of Milan - Bicocca
  • University of Brescia
  • University of Florencec
  • IRCCS Fondazione Don Carlo Gnocchi - Milano
  • University of Parma
  • Vito Fazzi Hospital
  • University of Turin
  • Catholic University of the Sacred Heart
  • Fondazione Policlinico Universitario Agostino Gemelli IRCCS
  • IRCCS Fondazione Santa Lucia - Roma
  • Baylor College of Medicine
  • Universität zu Köln
  • University of Bristol
  • Alzheimer Hellas
  • IRCCS Fondazione Istituto Neurologico Carlo Besta - Milano
  • Fundación Centro de Investigación de Enfermedades Neurológicas
  • CAPRI-University of Antwerp
  • University Health Network University of Toronto
  • Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Canada
  • Oslo University Hospital
  • University of Oslo
  • Erasmus University Rotterdam
  • University of Oxford
  • Glenn Biggs Institute for Alzheimer's and Neurodegenerative Diseases

Research output: Contribution to journalArticleAcademicpeer-review

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Abstract

Importance: An estimated 40% of dementia is potentially preventable by modifying 12 risk factors throughout the life course. However, robust evidence for most of these risk factors is lacking. Effective interventions should target risk factors in the causal pathway to dementia. Objective: To comprehensively disentangle potentially causal aspects of modifiable risk factors for Alzheimer disease (AD) to inspire new drug targeting and improved prevention. Design, Setting, and Participants: This genetic association study was conducted using 2-sample univariable and multivariable mendelian randomization. Independent genetic variants associated with modifiable risk factors were selected as instrumental variables from genomic consortia. Outcome data for AD were obtained from the European Alzheimer & Dementia Biobank (EADB), generated on August 31, 2021. Main analyses were conducted using the EADB clinically diagnosed end point data. All analyses were performed between April 12 and October 27, 2022. Exposures: Genetically determined modifiable risk factors. Main Outcomes and Measures: Odds ratios (ORs) and 95% CIs for AD were calculated per 1-unit change of genetically determined risk factors. Results: The EADB-diagnosed cohort included 39106 participants with clinically diagnosed AD and 401577 control participants without AD. The mean age ranged from 72 to 83 years for participants with AD and 51 to 80 years for control participants. Among participants with AD, 54% to 75% were female, and among control participants, 48% to 60% were female. Genetically determined high-density lipoprotein (HDL) cholesterol concentrations were associated with increased odds of AD (OR per 1-SD increase, 1.10 [95% CI, 1.05-1.16]). Genetically determined high systolic blood pressure was associated with increased risk of AD after adjusting for diastolic blood pressure (OR per 10-mm Hg increase, 1.22 [95% CI, 1.02-1.46]). In a second analysis to minimize bias due to sample overlap, the entire UK Biobank was excluded from the EADB consortium; odds for AD were similar for HDL cholesterol (OR per 1-SD unit increase, 1.08 [95% CI, 1.02-1.15]) and systolic blood pressure after adjusting for diastolic blood pressure (OR per 10-mm Hg increase, 1.23 [95% CI, 1.01-1.50]). Conclusions and Relevance: This genetic association study found novel genetic associations between high HDL cholesterol concentrations and high systolic blood pressure with higher risk of AD. These findings may inspire new drug targeting and improved prevention implementation.
Original languageEnglish
Article numbere13734
JournalJAMA network open
Volume6
Issue number5
DOIs
Publication statusPublished - 17 May 2023

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