Genetic Associations Between Modifiable Risk Factors and Alzheimer Disease

Author:

,Luo Jiao1,Thomassen Jesper Qvist1,Bellenguez Céline2,Grenier-Boley Benjamin2,de Rojas Itziar34,Castillo Atahualpa5,Parveen Kayenat67,Küçükali Fahri89,Nicolas Aude2,Peters Oliver1011,Schneider Anja1213,Dichgans Martin141516,Rujescu Dan1718,Scherbaum Norbert19,Jürgen Deckert20,Riedel-Heller Steffi21,Hausner Lucrezia22,Porcel Laura Molina2324,Düzel Emrah2526,Grimmer Timo27,Wiltfang Jens282930,Heilmann-Heimbach Stefanie31,Moebus Susanne32,Tegos Thomas33,Scarmeas Nikolaos3435,Clarimon Jordi436,Moreno Fermin43738,Pérez-Tur Jordi43940,Bullido María J.44142,Pastor Pau43,Sánchez-Valle Raquel44,Álvarez Victoria4546,Boada Mercè34,García-González Pablo3,Puerta Raquel3,Mir Pablo447,Real Luis M.4849,Piñol-Ripoll Gerard5051,García-Alberca Jose María452,Royo Jose Luís49,Rodriguez-Rodriguez Eloy453,Soininen Hilkka54,Kuulasmaa Teemu55,de Mendonça Alexandre56,Mehrabian Shima57,Hort Jakub5859,Vyhnalek Martin5859,van der Lee Sven606162,Graff Caroline63,Papenberg Goran64,Giedraitis Vilmantas65,Boland Anne66,Bacq-Daian Delphine66,Deleuze Jean-François66,Nicolas Gael67,Dufouil Carole6869,Pasquier Florence70,Hanon Olivier71,Debette Stéphanie7273,Grünblatt Edna747576,Popp Julius777879,Benussi Luisa80,Galimberti Daniela8182,Arosio Beatrice8384,Mecocci Patrizia8586,Solfrizzi Vincenzo87,Parnetti Lucilla88,Squassina Alessio89,Tremolizzo Lucio90,Borroni Barbara91,Nacmias Benedetta9293,Sorbi Sandro9293,Caffarra Paolo94,Seripa Davide95,Rainero Innocenzo96,Daniele Antonio9798,Masullo Carlo99,Spalletta Gianfranco100101,Williams Julie102,Amouyel Philippe2,Jessen Frank612103,Kehoe Patrick104,Tsolaki Magda33,Rossi Giacomina105,Sánchez-Juan Pascual4106,Sleegers Kristel89,Ingelsson Martin66107108,Andreassen Ole A.109110,Hiltunen Mikko55,Van Duijn Cornelia111112,Sims Rebecca5,van der Flier Wiesje61,Ruiz Agustín34,Ramirez Alfredo6712103113,Lambert Jean-Charles2,Frikke-Schmidt Ruth1114

Affiliation:

1. Department of Clinical Biochemistry, Copenhagen University Hospital–Rigshospitalet, Copenhagen, Denmark

2. Univ. Lille, Inserm, CHU Lille, Institut Pasteur Lille, U1167–RID-AGE–Facteurs de risque et déterminants moléculaires des maladies liées au vieillissement, Lille, France

3. Research Center and Memory clinic Fundació ACE, Institut Català de Neurociències Aplicades, Universitat Internacional de Catalunya, Barcelona, Spain

4. Network Center for Biomedical Research in Neurodegenerative Diseases, National Institute of Health Carlos III, Madrid, Spain

5. Division of Psychological Medicine and Clinical Neuroscience, School of Medicine, Cardiff University, Wales, United Kingdom

6. Division of Neurogenetics and Molecular Psychiatry, Department of Psychiatry and Psychotherapy, Faculty of Medicine and University Hospital Cologne, University of Cologne, Cologne, Germany

7. Department of Neurodegenerative diseases and Geriatric Psychiatry, University Hospital Bonn, Medical Faculty, Bonn, Germany

8. Complex Genetics of Alzheimer's Disease Group, VIB Center for Molecular Neurology, Antwerp, Belgium

9. Department of Biomedical Sciences, University of Antwerp, Antwerp, Belgium

10. German Center for Neurodegenerative Diseases, Berlin, Germany

11. Institute of Psychiatry and Psychotherapy, Charité–Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt–Universität zu Berlin, and Berlin Institute of Health, Institute of Psychiatry and Psychotherapy, Berlin, Germany

12. German Center for Neurodegenerative Diseases, Bonn, Germany

13. Department for Neurodegenerative Diseases and Geriatric Psychiatry, University Hospital Bonn, Bonn, Germany

14. Institute for Stroke and Dementia Research, University Hospital, LMU Munich, Munich, Germany

15. German Center for Neurodegenerative Diseases, Munich, Germany

16. Munich Cluster for Systems Neurology, Munich, Germany

17. Department of Psychiatry and Psychotherapy, Medical University of Vienna, Vienna, Austria

18. Comprehensive Centre for Clinical Neurosciences and Mental Health, Medical University of Vienna, Vienna, Austria

19. LVR-Hospital Essen, Department of Psychiatry and Psychotherapy, Medical Faculty, University of Duisburg-Essen, Essen, Germany

20. Department of Psychiatry, Psychosomatics and Psychotherapy, Center of Mental Health, University Hospital of Würzburg, Würzburg, Germany

21. Institute of Social Medicine, Occupational Health and Public Health (ISAP), University of Leipzig, Leipzig, Germany

22. Department of Geriatric Psychiatry, Central Institute for Mental Health Mannheim, Faculty Mannheim, University of Heidelberg, Heidelberg, Germany

23. Neurological Tissue Bank, Biobanc Hospital Clinic, Instituto de Investigaciones Biomédicas August Pi i Sunyer, Barcelona, Spain

24. Alzheimer’s Disease and Other Cognitive Disorders Unit, Neurology Department, Hospital Clinic, Barcelona, Spain

25. German Center for Neurodegenerative Diseases, Magdeburg, Germany

26. Institute of Cognitive Neurology and Dementia Research, Otto-von-Guericke University, Magdeburg, Germany

27. Technical University of Munich, School of Medicine, Klinikum rechts der Isar, Department of Psychiatry and Psychotherapy, Munich, Germany

28. Department of Psychiatry and Psychotherapy, University Medical Center Goettingen, Goettingen, Germany

29. German Center for Neurodegenerative Diseases, Goettingen, Germany

30. Medical Science Department, Instituto de Biomedicina, Aveiro, Portugal

31. Institute of Human Genetics, University of Bonn, School of Medicine and University Hospital Bonn, Bonn, Germany

32. Institute for Urban Public Health, University Hospital of University Duisburg-Essen, Essen, Germany

33. First Department of Neurology, Medical School, Aristotle University of Thessaloniki, Thessaloniki, Greece

34. First Department of Neurology, Aiginition Hospital, National and Kapodistrian University of Athens, Medical School, Athens, Greece

35. Taub Institute for Research in Alzheimer’s Disease and the Aging Brain, The Gertrude H. Sergievsky Center, Department of Neurology, Columbia University, New York, New York

36. Department of Neurology, II B Sant Pau, Hospital de la Santa Creu i Sant Pau, Universitat Autònoma de Barcelona, Barcelona, Spain

37. Department of Neurology, Hospital Universitario Donostia, San Sebastian, Spain

38. Neurosciences Area, Instituto Biodonostia, San Sebastian, Spain

39. Unitat de Genètica Molecular, Institut de Biomedicina de València, Consejo Superior de Investigaciones Científicas, Valencia, Spain

40. Unidad Mixta de Neurologia Genètica, Instituto de Investigación Sanitaria La Fe, Valencia, Spain

41. Centro de Biología Molecular Severo Ochoa, UAM-CSIC, Madrid, Spain

42. Instituto de Investigacion Sanitaria Hospital la Paz, Madrid, Spain

43. Unit of Neurodegenerative Diseases, Department of Neurology, University Hospital Germans Trias i Pujol and The Germans Trias i Pujol Research Institute (IGTP) Badalona, Barcelona, Spain

44. Alzheimer’s Disease and Other Cognitive Disorders Unit, Service of Neurology, Hospital Clínic of Barcelona, Institut d’Investigacions Biomèdiques August Pi i Sunyer, University of Barcelona, Barcelona, Spain

45. Laboratorio de Genética, Hospital Universitario Central de Asturias, Oviedo, Spain

46. Instituto de Investigación Sanitaria del Principado de Asturias, Asturias, Spain

47. Unidad de Trastornos del Movimiento, Servicio de Neurología y Neurofisiología, Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocío, Consejo Superior de Investigaciones Científicas, Universidad de Sevilla, Seville, Spain

48. Unidad Clínica de Enfermedades Infecciosas y Microbiología, Hospital Universitario de Valme, Sevilla, Spain

49. Depatamento de Especialidades Quirúrgicas, Bioquímica e Inmunología, Facultad de Medicina, Universidad de Málaga, Málaga, Spain

50. Unitat Trastorns Cognitius, Hospital Universitari Santa Maria de Lleida, Lleida, Spain

51. Institut de Recerca Biomedica de Lleida, Lleida, Spain

52. Alzheimer Research Center & Memory Clinic, Instituto Andaluz de Neurociencia, Málaga, Spain

53. Neurology Service, Marqués de Valdecilla University Hospital, University of Cantabria and IDIVAL, Santander, Spain

54. Institute of Clinical Medicine, Neurology, University of Eastern Finland, Kuopio, Finland

55. Institute of Biomedicine, University of Eastern Finland, Kuopio, Finland

56. Faculty of Medicine, University of Lisbon, Portugal

57. Clinic of Neurology, UH “Alexandrovska,” Medical University–Sofia, Sofia, Bulgaria

58. Memory Clinic, Department of Neurology, Charles University, Second Faculty of Medicine and Motol University Hospital, Prague, Czech Republic

59. International Clinical Research Center, St Anne’s University Hospital Brno, Brno, Czech Republic

60. Genomics of Neurodegenerative Diseases and Aging, Human Genetics, Vrije Universiteit Amsterdam, Amsterdam UMC, locatie VUmc, Amsterdam, the Netherlands

61. Alzheimer Center Amsterdam, Neurology, Vrije Universiteit Amsterdam, Amsterdam UMC, locatie VUmc, Amsterdam, the Netherlands

62. Amsterdam Neuroscience, Neurodegeneration, Amsterdam, the Netherlands

63. Unit for Hereditary Dementias, Theme Aging, Karolinska University Hospital-Solna, Stockholm, Sweden

64. Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden

65. Department of Public Health and Caring Sciences/ and Geriatrics, Uppsala University, Uppsala, Sweden

66. Université Paris-Saclay, CEA, Centre National de Recherche en Génomique Humaine, Evry, France

67. Normandie Univ, Université de Rouen Normandie, Inserm U1245 and CHU Rouen, Department of Genetics and Centre national de référence pour les malades Alzheimer jeunes, Rouen, France

68. Inserm, Bordeaux Population Health Research Center, UMR 1219, University of Bordeaux, ISPED, CIC 1401-EC, Bordeaux, France

69. CHU de Bordeaux, Pole santé publique, Bordeaux, France

70. University of Lille, Inserm, CHU Lille, UMR1172, Resources and Research Memory Center of Distalz, Licend, Lille, France

71. Université de Paris, EA 4468, Assistance Publique – Hôpitaux de Paris, Hôpital Broca, Paris, France

72. University Bordeaux, Inserm, Bordeaux Population Health Research Center, France

73. Department of Neurology, Bordeaux University Hospital, Bordeaux, France

74. Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric University Hospital Zurich, University of Zurich, Zurich, Switzerland

75. Neuroscience Center Zurich, University of Zurich and ETH Zurich, Zurich, Switzerland

76. Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland

77. Old Age Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland

78. Department of Geriatric Psychiatry, University Hospital of Psychiatry Zürich, Zürich, Switzerland

79. Department of Psychiatry, Psychotherapy and Psychosomatics, University of Zürich, Zurich, Switzerland

80. Molecular Markers Laboratory, IRCCS Istituto Centro San Giovanni di Dio Fatebenefratelli, Brescia, Italy

81. Neurodegenerative Diseases Unit, Fondazione IRCCS Ca’ Granda, Ospedale Policlinico, Milan, Italy

82. Department of Biomedical, Surgical and Dental Sciences, University of Milan, Milan, Italy

83. Department of Clinical Sciences and Community Health, University of Milan, Milan, Italy

84. Geriatric Unit, Fondazione IRCCS Ca’ Granda Ospedale Maggiore Policlinico, Milan, Italy

85. Institute of Gerontology and Geriatrics, Department of Medicine and Surgery, University of Perugia, Perugia, Italy

86. Division of Clinical Geriatrics, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet, Stockholm, Sweden

87. Interdisciplinary Department of Medicine, Geriatric Medicine and Memory Unit, University of Bari Aldo Moro, Bari, Italy

88. Centre for Memory Disturbances, Lab of Clinical Neurochemistry, Section of Neurology, University of Perugia, Perugia, Italy

89. Department of Biomedical Sciences, Section of Neuroscience and Clinical Pharmacology, University of Cagliari, Cagliari, Italy

90. Neurology Unit, Hospital San Gerardo, Monza and University of Milano-Bicocca, Milan, Italy

91. Centre for Neurodegenerative Disorders, Neurology Unit, Department of Clinical and Experimental Sciences, University of Brescia, Brescia, Italy

92. Department of Neuroscience, Psychology, Drug Research and Child Health University of Florence, Florence, Italy

93. IRCCS Fondazione Don Carlo Gnocchi, Florence, Italy

94. Unit of Neurology, University of Parma, Parma, Italy

95. Laboratory for Advanced Hematological Diagnostics, Department of Hematology and Stem Cell Transplant, Vito Fazzi Hospital, Lecce, Italy

96. Department of Neuroscience Rita Levi Montalcini, University of Torino, Torino, Italy

97. Department of Neuroscience, Università Cattolica del Sacro Cuore, Rome, Italy

98. Neurology Unit, IRCCS Fondazione Policlinico Universitario A. Gemelli, Rome, Italy

99. Institute of Neurology, Università Cattolica del Sacro Cuore, Rome, Italy

100. Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italy

101. Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas

102. UK Dementia Research Institute at Cardiff, School of Medicine, Cardiff University, Cardiff, United Kingdom

103. Cluster of Excellence Cellular Stress Responses in Aging-Associated Diseases, University of Cologne, Cologne, Germany

104. Translational Health Sciences, Bristol Medical School, University of Bristol, Bristol, United Kingdom

105. Unit of Neurology V - Neuropathology, Fondazione IRCCS Istituto Neurologico Carlo Besta, Milan, Italy

106. Alzheimer’s Centre Reina Sofia-CIEN Foundation-ISCIII, Madrid, Spain

107. Krembil Brain Institute, University Health Network, Toronto, Canada

108. Department of Medicine and Tanz Centre for Research in Neurodegenerative Diseases, University of Toronto, Toronto, Canada

109. NORMENT Centre, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway

110. Institute of Clinical Medicine, University of Oslo, Oslo, Norway

111. Department of Epidemiology, ErasmusMC, Rotterdam, the Netherlands

112. Nuffield Department of Population Health, Oxford University, Oxford, United Kingdom

113. Department of Psychiatry and Glenn Biggs Institute for Alzheimer’s and Neurodegenerative Diseases, San Antonio, Texas

114. Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark

Abstract

ImportanceAn 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.ObjectiveTo comprehensively disentangle potentially causal aspects of modifiable risk factors for Alzheimer disease (AD) to inspire new drug targeting and improved prevention.Design, Setting, and ParticipantsThis 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.ExposuresGenetically determined modifiable risk factors.Main Outcomes and MeasuresOdds ratios (ORs) and 95% CIs for AD were calculated per 1-unit change of genetically determined risk factors.ResultsThe EADB-diagnosed cohort included 39 106 participants with clinically diagnosed AD and 401 577 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 RelevanceThis 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.

Publisher

American Medical Association (AMA)

Subject

General Medicine

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