Meta-analysis of 74,046 individuals identifies 11 new susceptibility loci for Alzheimer's disease
- Jean-Charles Lambert,1, 2, 3, 145
- Carla A Ibrahim-Verbaas,4, 5, 145
- Denise Harold,6, 145
- Adam C Naj,7, 8, 145
- Rebecca Sims,6
- Céline Bellenguez,1, 2, 3
- Gyungah Jun,9, 10, 11
- Anita L DeStefano,11
- Joshua C Bis,12
- Gary W Beecham,13, 14
- Benjamin Grenier-Boley,1, 2, 3
- Giancarlo Russo,15
- Tricia A Thornton-Wells,16
- Nicola Jones,6
- Albert V Smith,17, 18
- Vincent Chouraki,1, 2, 3
- Charlene Thomas,6
- M Arfan Ikram,4, 5, 19, 20
- Diana Zelenika,21
- Badri N Vardarajan,9
- Yoichiro Kamatani,22
- Chiao-Feng Lin,23
- Amy Gerrish,6
- Helena Schmidt,24
- Brian Kunkle,13
- Melanie L Dunstan,6
- Agustin Ruiz,25
- Marie-Thérèse Bihoreau,21
- Seung-Hoan Choi,11
- Christiane Reitz,26, 27
- Florence Pasquier,2, 28
- Paul Hollingworth,6
- Alfredo Ramirez,29, 30
- Olivier Hanon,31
- Annette L Fitzpatrick,12, 32, 33
- Joseph D Buxbaum,34, 35, 36
- Dominique Campion,37
- Paul K Crane,38
- Clinton Baldwin,9
- Tim Becker,39, 40
- Vilmundur Gudnason,17, 18
- Carlos Cruchaga,41, 42
- David Craig,43
- Najaf Amin,5
- Claudine Berr,44
- Oscar L Lopez,45
- Philip L De Jager,46, 47
- Vincent Deramecourt,2, 28
- Janet A Johnston,43
- Denis Evans,48
- Simon Lovestone,49
- Luc Letenneur,50
- Francisco J Morón,51
- David C Rubinsztein,52
- Gudny Eiriksdottir,18
- Kristel Sleegers,53, 54
- Alison M Goate,41, 42
- Nathalie Fiévet,1, 3
- Matthew J Huentelman,55
- Michael Gill,56
- Kristelle Brown,57
- M Ilyas Kamboh,58, 59
- Lina Keller,60
- Pascale Barberger-Gateau,50
- Bernadette McGuinness,43
- Eric B Larson,38, 61
- Robert Green,62
- Amanda J Myers,63
- Carole Dufouil,50
- Stephen Todd,43
- David Wallon,37
- Seth Love,64
- Ekaterina Rogaeva,65
- John Gallacher,66
- Peter St George-Hyslop,52, 65, 67
- Jordi Clarimon,68, 69
- Alberto Lleo,68, 69
- Anthony Bayer,66
- Debby W Tsuang,70
- Lei Yu,71
- Magda Tsolaki,72
- Paola Bossù,73
- Gianfranco Spalletta,73
- Petroula Proitsi,49
- John Collinge,74
- Sandro Sorbi,75, 76
- Florentino Sanchez-Garcia,77
- Nick C Fox,78
- John Hardy,79, 80
- Maria Candida Deniz Naranjo,77
- Paolo Bosco,81
- Robert Clarke,82
- Carol Brayne,83
- Daniela Galimberti,84
- Michelangelo Mancuso,85
- Fiona Matthews,86
- European Alzheimer's Disease Initiative (EADI),
- Genetic and Environmental Risk in Alzheimer's Disease (GERAD),
- Alzheimer's Disease Genetic Consortium (ADGC),
- Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE),
- Susanne Moebus,88
- Patrizia Mecocci,89
- Maria Del Zompo,90
- Wolfgang Maier,29, 39
- Harald Hampel,91, 92
- Alberto Pilotto,93
- Maria Bullido,94, 95, 96
- Francesco Panza,97
- Paolo Caffarra,98, 99
- Benedetta Nacmias,75, 76
- John R Gilbert,13, 14
- Manuel Mayhaus,100
- Lars Lannfelt,101
- Hakon Hakonarson,102
- Sabrina Pichler,100
- Minerva M Carrasquillo,103
- Martin Ingelsson,101
- Duane Beekly,104
- Victoria Alvarez,105
- Fanggeng Zou,103
- Otto Valladares,23
- Steven G Younkin,103
- Eliecer Coto,105
- Kara L Hamilton-Nelson,13
- Wei Gu,100
- Cristina Razquin,106
- Pau Pastor,106, 107
- Ignacio Mateo,108, 109
- Michael J Owen,6
- Kelley M Faber,110
- Palmi V Jonsson,17, 111
- Onofre Combarros,108, 109
- Michael C O'Donovan,6
- Laura B Cantwell,23
- Hilkka Soininen,112, 113
- Deborah Blacker,114, 115
- Simon Mead,74
- Thomas H Mosley Jr,116
- David A Bennett,71, 117
- Tamara B Harris,12
- Laura Fratiglioni,60, 118
- Clive Holmes,119
- Renee F A G de Bruijn,4, 5, 20
- Peter Passmore,43
- Thomas J Montine,120
- Karolien Bettens,53, 54
- Jerome I Rotter,121
- Alexis Brice,122, 123
- Kevin Morgan,57
- Tatiana M Foroud,110
- Walter A Kukull,32
- Didier Hannequin,37
- John F Powell,49
- Michael A Nalls,124
- Karen Ritchie,44, 125
- Kathryn L Lunetta,11
- John S K Kauwe,126
- Eric Boerwinkle,127, 128, 129
- Matthias Riemenschneider,100
- Mercè Boada,25, 130
- Mikko Hiltunen,112, 113
- Eden R Martin,13, 14
- Reinhold Schmidt,131
- Dan Rujescu,132
- Li-San Wang,23
- Jean-François Dartigues,50, 133
- Richard Mayeux,26, 27
- Christophe Tzourio,134
- Albert Hofman,5, 20
- Markus M Nöthen,135
- Caroline Graff,117, 136
- Bruce M Psaty,12, 32, 61, 137
- Lesley Jones,6
- Jonathan L Haines,16, 138
- Peter A Holmans,6
- Mark Lathrop,21, 22, 139
- Margaret A Pericak-Vance,13, 14
- Lenore J Launer,140
- Lindsay A Farrer,9, 10, 11, 141, 142
- Cornelia M van Duijn,5, 20, 143
- Christine Van Broeckhoven,53, 54
- Valentina Moskvina,6
- Sudha Seshadri,142, 145, 146
- Julie Williams,6, 145, 146
- Gerard D Schellenberg23, 145, 146
- & Philippe Amouyel1, 2, 3, 28, 144, 145, 146
- et al.
- Journal name:
- Nature Genetics
- Year published:
- DOI:
- doi:10.1038/ng.2802
- Received
- Accepted
- Published online
Eleven susceptibility loci for late-onset Alzheimer's disease (LOAD) were identified by previous studies; however, a large portion of the genetic risk for this disease remains unexplained. We conducted a large, two-stage meta-analysis of genome-wide association studies (GWAS) in individuals of European ancestry. In stage 1, we used genotyped and imputed data (7,055,881 SNPs) to perform meta-analysis on 4 previously published GWAS data sets consisting of 17,008 Alzheimer's disease cases and 37,154 controls. In stage 2, 11,632 SNPs were genotyped and tested for association in an independent set of 8,572 Alzheimer's disease cases and 11,312 controls. In addition to the APOE locus (encoding apolipoprotein E), 19 loci reached genome-wide significance (P < 5 × 10−8) in the combined stage 1 and stage 2 analysis, of which 11 are newly associated with Alzheimer's disease.
References
- Corder, E.H. et al. Gene dose of apolipoprotein E type 4 allele and the risk of Alzheimer's disease in late onset families. Science 261, 921–923 (1993).
- Genin, E. et al. APOE and Alzheimer disease: a major gene with semi-dominant inheritance. Mol. Psychiatry 16, 903–907 (2011).
- Lambert, J.-C. et al. Genome-wide association study identifies variants at CLU and CR1 associated with Alzheimer's disease. Nat. Genet. 41, 1094–1099 (2009).
- Harold, D. et al. Genome-wide association study identifies variants at CLU and PICALM associated with Alzheimer's disease. Nat. Genet. 41, 1088–1093 (2009).
- Seshadri, S. et al. Genome-wide analysis of genetic loci associated with Alzheimer disease. J. Am. Med. Assoc. 303, 1832–1840 (2010).
- Hollingworth, P. et al. Common variants at ABCA7, MS4A6A/MS4A4E, EPHA1, CD33 and CD2AP are associated with Alzheimer's disease. Nat. Genet. 43, 429–435 (2011).
- Naj, A.C. et al. Common variants at MS4A4/MS4A6E, CD2AP, CD33 and EPHA1 are associated with late-onset Alzheimer's disease. Nat. Genet. 43, 436–441 (2011).
- Guerreiro, R. et al. TREM2 variants in Alzheimer's disease. N. Engl. J. Med. 368, 117–127 (2013).
- Jonsson, T. et al. Variant of TREM2 associated with the risk of Alzheimer's disease. N. Engl. J. Med. 368, 107–116 (2013).
- Miyashita, A. et al. SORL1 is genetically associated with late-onset Alzheimer's disease in Japanese, Koreans and Caucasians. PLoS ONE 8, e58618 (2013).
- Cruchaga, C. et al. GWAS of cerebrospinal fluid tau levels identifies risk variants for Alzheimer's disease. Neuron 78, 256–268 (2013).
- Sawcer, S. et al. Genetic risk and a primary role for cell-mediated immune mechanisms in multiple sclerosis. Nature 476, 214–219 (2011).
- Nalls, M.A. et al. Imputation of sequence variants for identification of genetic risks for Parkinson's disease: a meta-analysis of genome-wide association studies. Lancet 377, 641–649 (2011).
- Rogaeva, E. et al. The neuronal sortilin-related receptor SORL1 is genetically associated with Alzheimer disease. Nat. Genet. 39, 168–177 (2007).
- Pottier, C. et al. High frequency of potentially pathogenic SORL1 mutations in autosomal dominant early-onset Alzheimer disease. Mol. Psychiatry 17, 875–879 (2012).
- Pandey, P. et al. Activation of p38 mitogen-activated protein kinase by PYK2/related adhesion focal tyrosine kinase–dependent mechanism. J. Biol. Chem. 274, 10140–10144 (1999).
- Huang, Y. et al. CAKβ/Pyk2 kinase is a signaling link for induction of long-term potentiation in CA1 hippocampus. Neuron 29, 485–496 (2001).
- Williamson, R. et al. CRMP2 hyperphosphorylation is characteristic of Alzheimer's disease and not a feature common to other neurodegenerative diseases. J. Alzheimers Dis. 27, 615–625 (2011).
- Sulem, P. et al. Genetic determinants of hair, eye and skin pigmentation in Europeans. Nat. Genet. 39, 1443–1452 (2007).
- Adeyemo, A. et al. A genome-wide association study of hypertension and blood pressure in African Americans. PLoS Genet. 5, e1000564 (2009).
- Larsson, M. et al. GWAS findings for human iris patterns: associations with variants in genes that influence normal neuronal pattern development. Am. J. Hum. Genet. 89, 334–343 (2011).
- Kajiho, H. et al. RIN3: a novel Rab5 GEF interacting with amphiphysin II involved in the early endocytic pathway. J. Cell Sci. 116, 4159–4168 (2003).
- Chapuis, J. et al. Increased expression of BIN1 mediates Alzheimer genetic risk by modulating tau pathology. Mol. Psychiatry doi:10.1038/mp.2013.1 (12 February 2013).
- He, F. et al. Structural insight into the zinc finger CW domain as a histone modification reader. Structure 18, 1127–1139 (2010).
- Yokoyama, K. et al. NYAP: a phosphoprotein family that links PI3K to WAVE1 signalling in neurons. EMBO J. 30, 4739–4754 (2011).
- Gallo, J.M. & Spickett, C. The role of CELF proteins in neurological disorders. RNA Biol. 7, 474–479 (2010).
- Del Villar, K. & Miller, C.A. Down-regulation of DENN/MADD, a TNF receptor binding protein, correlates with neuronal cell death in Alzheimer's disease brain and hippocampal neurons. Proc. Natl. Acad. Sci. USA 101, 4210–4215 (2004).
- Duriez, B. et al. A common variant in combination with a nonsense mutation in a member of the thioredoxin family causes primary ciliary dyskinesia. Proc. Natl. Acad. Sci. USA 104, 3336–3341 (2007).
- Pluskota, E. et al. The integrin coactivator kindlin-2 plays a critical role in angiogenesis in mice and zebrafish. Blood 117, 4978–4987 (2011).
- Shulman, J.M. et al. Functional screening in Drosophila identifies Alzheimer's disease susceptibility genes and implicates Tau-mediated mechanisms. Hum. Mol. Genet. doi:10.1093/hmg/ddt478 (9 October 2013).
- Kirsch, K.H., Georgescu, M.M., Ishimaru, S. & Hanafusa, H. CMS: an adapter molecule involved in cytoskeletal rearrangements. Proc. Natl. Acad. Sci. USA 96, 6211–6216 (1999).
- Bao, M. et al. CD2AP/SHIP1 complex positively regulates plasmacytoid dendritic cell receptor signaling by inhibiting the E3 ubiquitin ligase Cbl. J. Immunol. 189, 786–792 (2012).
- Brauer, H. et al. Leukemia-associated mutations in SHIP1 inhibit its enzymatic activity, interaction with the GM-CSF receptor and Grb2, and its ability to inactivate PI3K/AKT signaling. Cell. Signal. 24, 2095–2101 (2012).
- Le Meur, N. et al. MEF2C haploinsufficiency caused by either microdeletion of the 5q14.3 region or mutation is responsible for severe mental retardation with stereotypic movements, epilepsy and/or cerebral malformations. J. Med. Genet. 47, 22–29 (2010).
- Akhtar, M.W. et al. In vivo analysis of MEF2 transcription factors in synapse regulation and neuronal survival. PLoS ONE 7, e34863 (2012).
- Griciuc, A. et al. Alzheimer's disease risk gene CD33 inhibits microglial uptake of amyloid β. Neuron 78, 631–643 (2013).
- Lambert, J.C. & Amouyel, P. Genetics of Alzheimer's disease: new evidences for an old hypothesis? Curr. Opin. Genet. Dev. 21, 295–301 (2011).
- Lambert, J.-C. et al. Implication of the immune system in Alzheimer's disease: evidence from genome-wide pathway analysis. J. Alzheimers Dis. 20, 1107–1118 (2010).
- Jones, L. et al. Genetic evidence implicates the immune system and cholesterol metabolism in the aetiology of Alzheimer's disease. PLoS ONE 5, e13950 (2010).
- Brouwers, N. et al. Alzheimer risk associated with a copy number variation in the complement receptor 1 increasing C3b/C4b binding sites. Mol. Psychiatry 17, 223–233 (2012).
- Bettens, K., Sleegers, K. & Van Broeckhoven, C. Genetic insights in Alzheimer's disease. Lancet Neurol. 12, 92–104 (2013).
- Howie, B.N., Donnelly, P. & Marchini, J. A flexible and accurate genotype imputation method for the next generation of genome-wide association studies. PLoS Genet. 5, e1000529 (2009).
- Li, Y., Willer, C.J., Ding, J., Scheet, P. & Abecasis, G.R. MaCH: using sequence and genotype data to estimate haplotypes and unobserved genotypes. Genet. Epidemiol. 34, 816–834 (2010).
- Purcell, S. et al. PLINK: a toolset for whole-genome association and population-based linkage analysis. Am. J. Hum. Genet. 81, 559–575 (2007).
- Marchini, J., Howie, B., Myers, S., McVean, G. & Donnelly, P. A new multipoint method for genome-wide association studies via imputation of genotypes. Nat. Genet. 39, 906–913 (2007).
- Aulchenko, Y.S., Struchalin, M.V. & van Duijn, C.M. ProbABEL package for genome-wide association analysis of imputed data. BMC Bioinformatics 11, 134 (2010).
- Patterson, N., Price, A.L. & Reich, D. Population structure and eigenanalysis. PLoS Genet. 2, e190 (2006).
- Bellenguez, C. et al. A robust clustering algorithm for identifying problematic samples in genome-wide association studies. Bioinformatics 28, 134–135 (2012).
- Willer, C.J., Li, Y. & Abecasis, G.R. METAL: fast and efficient meta-analysis of genomewide association scans. Bioinformatics 26, 2190–2191 (2010).
- Mägi, R. & Morris, A.P. GWAMA: software for genome-wide association meta-analysis. BMC Bioinformatics 11, 288 (2010).
- Pruim, R.J. et al. LocusZoom: regional visualization of genome-wide association scan results. Bioinformatics 26, 2336–2337 (2010).
- Levin, M.L. The occurrence of lung cancer in man. Acta Unio Int. Contra Cancrum 9, 531–541 (1953).
Author information
Primary authors
These authors contributed equally to this work.
- Jean-Charles Lambert,
- Carla A Ibrahim-Verbaas,
- Denise Harold,
- Adam C Naj,
- Sudha Seshadri,
- Julie Williams,
- Gerard D Schellenberg &
- Philippe Amouyel
Affiliations
INSERM, U744, Lille, France.
- Jean-Charles Lambert,
- Céline Bellenguez,
- Benjamin Grenier-Boley,
- Vincent Chouraki,
- Nathalie Fiévet &
- Philippe Amouyel
Université Lille 2, Lille, France.
- Jean-Charles Lambert,
- Céline Bellenguez,
- Benjamin Grenier-Boley,
- Vincent Chouraki,
- Florence Pasquier,
- Vincent Deramecourt &
- Philippe Amouyel
Institut Pasteur de Lille, Lille, France.
- Jean-Charles Lambert,
- Céline Bellenguez,
- Benjamin Grenier-Boley,
- Vincent Chouraki,
- Nathalie Fiévet &
- Philippe Amouyel
Department of Neurology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.
- Carla A Ibrahim-Verbaas,
- M Arfan Ikram &
- Renee F A G de Bruijn
Department of Epidemiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.
- Carla A Ibrahim-Verbaas,
- M Arfan Ikram,
- Najaf Amin,
- Renee F A G de Bruijn,
- Albert Hofman &
- Cornelia M van Duijn
Institute of Psychological Medicine and Clinical Neurosciences, Medical Research Council (MRC) Centre for Neuropsychiatric Genetics & Genomics, Cardiff University, Cardiff, UK.
- Denise Harold,
- Rebecca Sims,
- Nicola Jones,
- Charlene Thomas,
- Amy Gerrish,
- Melanie L Dunstan,
- Paul Hollingworth,
- Michael J Owen,
- Michael C O'Donovan,
- Lesley Jones,
- Peter A Holmans,
- Valentina Moskvina &
- Julie Williams
Department of Biostatistics and Epidemiology, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
- Adam C Naj
Center for Clinical Epidemiology and Biostatistics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
- Adam C Naj
Department of Medicine (Biomedical Genetics), Boston University School of Public Health, Boston, Massachusetts, USA.
- Gyungah Jun,
- Badri N Vardarajan,
- Clinton Baldwin &
- Lindsay A Farrer
Department of Ophthalmology, Boston University School of Medicine, Boston, Massachusetts, USA.
- Gyungah Jun &
- Lindsay A Farrer
Department of Biostatistics, Boston University School of Public Health, Boston, Massachusetts, USA.
- Gyungah Jun,
- Anita L DeStefano,
- Seung-Hoan Choi,
- Kathryn L Lunetta &
- Lindsay A Farrer
Cardiovascular Health Research Unit, Department of Medicine, University of Washington, Seattle, Washington, USA.
- Joshua C Bis,
- Annette L Fitzpatrick,
- Tamara B Harris &
- Bruce M Psaty
John P. Hussman Institute for Human Genomics, University of Miami, Miami, Florida, USA.
- Gary W Beecham,
- Brian Kunkle,
- John R Gilbert,
- Kara L Hamilton-Nelson,
- Eden R Martin &
- Margaret A Pericak-Vance
Dr. John T. Macdonald Foundation Department of Human Genetics, University of Miami, Miami, Florida, USA.
- Gary W Beecham,
- John R Gilbert,
- Eden R Martin &
- Margaret A Pericak-Vance
Functional Genomics Center Zurich, Eidgenössische Technische Hochschule (ETH)/University of Zurich, Zurich, Switzerland.
- Giancarlo Russo
Department of Molecular Physiology and Biophysics, Vanderbilt University, Nashville, Tennessee, USA.
- Tricia A Thornton-Wells &
- Jonathan L Haines
Faculty of Medicine, University of Iceland, Reykjavik, Iceland.
- Albert V Smith,
- Vilmundur Gudnason &
- Palmi V Jonsson
Icelandic Heart Association, Kopavogur, Iceland.
- Albert V Smith,
- Vilmundur Gudnason &
- Gudny Eiriksdottir
Department of Radiology, Erasmus MC University Medical Center, Rotterdam, The Netherlands.
- M Arfan Ikram
Netherlands Consortium for Healthy Aging, Leiden, The Netherlands.
- M Arfan Ikram,
- Renee F A G de Bruijn,
- Albert Hofman &
- Cornelia M van Duijn
Centre National de Génotypage, Institut Génomique, Commissariat à l'Energie Atomique, Evry, France.
- Diana Zelenika,
- Marie-Thérèse Bihoreau &
- Mark Lathrop
Fondation Jean Dausset, Centre d'Etude du Polymorphisme Humain (CEPH), Paris, France.
- Yoichiro Kamatani &
- Mark Lathrop
Department of Pathology and Laboratory Medicine, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.
- Chiao-Feng Lin,
- Otto Valladares,
- Laura B Cantwell,
- Li-San Wang &
- Gerard D Schellenberg
Institute for Molecular Biology and Biochemistry, Medical University of Graz, Graz, Austria.
- Helena Schmidt
Memory Clinic of Fundació Alzheimer Centre Educacional (ACE). Institut Català de Neurociències Aplicades, Barcelona, Spain.
- Agustin Ruiz &
- Mercè Boada
Taub Institute on Alzheimer's Disease and the Aging Brain, Department of Neurology, Columbia University, New York, New York, USA.
- Christiane Reitz &
- Richard Mayeux
Gertrude H. Sergievsky Center, Department of Neurology, Columbia University, New York, New York, USA.
- Christiane Reitz &
- Richard Mayeux
Centre National de Reference pour les Malades Alzheimer Jeunes (CNR-MAJ), Centre Hospitalier Régional Universitaire de Lille, Lille, France.
- Florence Pasquier,
- Vincent Deramecourt &
- Philippe Amouyel
Department of Psychiatry and Psychotherapy, University of Bonn, Bonn, Germany.
- Alfredo Ramirez &
- Wolfgang Maier
Institute of Human Genetics, University of Bonn, Bonn, Germany.
- Alfredo Ramirez
University Paris Descartes, Sorbonne Paris V, Broca Hospital, Geriatrics Department, Paris, France.
- Olivier Hanon
Department of Epidemiology, University of Washington, Seattle, Washington, USA.
- Annette L Fitzpatrick,
- Walter A Kukull &
- Bruce M Psaty
Department of Global Health, University of Washington, Seattle, Washington, USA.
- Annette L Fitzpatrick
Department of Neuroscience, Mount Sinai School of Medicine, New York, New York, USA.
- Joseph D Buxbaum
Department of Psychiatry, Mount Sinai School of Medicine, New York, New York, USA.
- Joseph D Buxbaum
Department of Genetics and Genomic Sciences, Mount Sinai School of Medicine, New York, New York, USA.
- Joseph D Buxbaum
CNR-MAJ, INSERM, U1079, Rouen University Hospital, Rouen, France.
- Dominique Campion,
- David Wallon &
- Didier Hannequin
Department of Medicine, University of Washington, Seattle, Washington, USA.
- Paul K Crane &
- Eric B Larson
German Center for Neurodegenerative Diseases (DZNE), Bonn, Germany.
- Tim Becker &
- Wolfgang Maier
Institute for Medical Biometry, Informatics and Epidemiology, University of Bonn, Bonn, Germany.
- Tim Becker
Department of Psychiatry, Washington University School of Medicine, St. Louis, Missouri, USA.
- Carlos Cruchaga &
- Alison M Goate
Hope Center Program on Protein Aggregation and Neurodegeneration, Washington University School of Medicine, St. Louis, Missouri, USA.
- Carlos Cruchaga &
- Alison M Goate
Ageing Group, Centre for Public Health, School of Medicine, Dentistry and Biomedical Sciences, Queen's University, Belfast, UK.
- David Craig,
- Janet A Johnston,
- Bernadette McGuinness,
- Stephen Todd &
- Peter Passmore
INSERM, U1061, Faculty of Medicine, Hôpital La Colombière, Montpellier, France.
- Claudine Berr &
- Karen Ritchie
Departments of Neurology, University of Pittsburgh School of Medicine, Pittsburgh, Pennsylvania, USA.
- Oscar L Lopez
Program in Translational NeuroPsychiatric Genomics, Institute for the Neurosciences, Department of Neurology & Psychiatry, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
- Philip L De Jager
Program in Medical and Population Genetics, Broad Institute, Boston, Massachusetts, USA.
- Philip L De Jager
Rush Institute for Healthy Aging, Department of Internal Medicine, Rush University Medical Center, Chicago, Illinois, USA.
- Denis Evans
Institute of Psychiatry, King's College London, Denmark Hill, London, UK.
- Simon Lovestone,
- Petroula Proitsi &
- John F Powell
INSERM, U897, Victor Segalen University, Bordeaux, France.
- Luc Letenneur,
- Pascale Barberger-Gateau,
- Carole Dufouil &
- Jean-François Dartigues
Departamento de Genómica Estructural, Neocodex, Seville, Spain.
- Francisco J Morón
Cambridge Institute for Medical Research, University of Cambridge, Cambridge, UK.
- David C Rubinsztein &
- Peter St George-Hyslop
Neurodegenerative Brain Diseases Group, Department of Molecular Genetics, VIB, Antwerp, Belgium.
- Kristel Sleegers,
- Karolien Bettens &
- Christine Van Broeckhoven
Laboratory of Neurogenetics, Institute Born-Bunge, University of Antwerp, Antwerp, Belgium.
- Kristel Sleegers,
- Karolien Bettens &
- Christine Van Broeckhoven
Neurogenomics Division, Translational Genomics Research Institute, Phoenix, Arizona, USA.
- Matthew J Huentelman
Mercer's Institute for Research on Aging, St. James Hospital and Trinity College, Dublin, Ireland.
- Michael Gill
Institute of Genetics, Queen's Medical Centre, University of Nottingham, Nottingham, UK.
- Kristelle Brown &
- Kevin Morgan
Department of Human Genetics, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
- M Ilyas Kamboh
Alzheimer's Disease Research Center, University of Pittsburgh, Pittsburgh, Pennsylvania, USA.
- M Ilyas Kamboh
Aging Research Center, Department of Neurobiology, Care Sciences and Society, Karolinska Institutet and Stockholm University, Stockholm, Sweden.
- Lina Keller &
- Laura Fratiglioni
Group Health Research Institute, Group Health, Seattle, Washington, USA.
- Eric B Larson &
- Bruce M Psaty
Department of Medicine and Partners Center for Personalized Genetic Medicine, Division of Genetics, Brigham and Women's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
- Robert Green
Department of Psychiatry and Behavioral Sciences, Miller School of Medicine, University of Miami, Miami, Florida, USA.
- Amanda J Myers
University of Bristol Institute of Clinical Neurosciences, School of Clinical Sciences, Frenchay Hospital, Bristol, UK.
- Seth Love
Tanz Centre for Research in Neurodegenerative Disease, University of Toronto, Toronto, Ontario, Canada.
- Ekaterina Rogaeva &
- Peter St George-Hyslop
Institute of Primary Care and Public Health, Cardiff University, Neuadd Meirionnydd, University Hospital of Wales, Heath Park, Cardiff, UK.
- John Gallacher &
- Anthony Bayer
Department of Clinical Neurosciences, University of Cambridge, Cambridge, UK.
- Peter St George-Hyslop
Neurology Department. Biomedical Research Institute Sant Pau (IIB Sant Pau). Sant Pau Hospital. Universitat Autònoma de Barcelona, Barcelona, Spain.
- Jordi Clarimon &
- Alberto Lleo
Center for Networker Biomedical Research in Neurodegenerative Diseases (CIBERNED), Barcelona, Spain.
- Jordi Clarimon &
- Alberto Lleo
Geriatric Research, Education and Clinical Center (GRECC), Veteran Administration Puget Sound Health Care System (VAPSHCS), Seattle, Washington, USA.
- Debby W Tsuang
Department of Neurological Sciences, Rush University Medical Center, Chicago, Illinois, USA.
- Lei Yu &
- David A Bennett
Department of Neurology, Aristotle University of Thessaloniki, Thessaloniki, Greece.
- Magda Tsolaki
Clinical and Behavioral Neurology, Fondazione Santa Lucia, Rome, Italy.
- Paola Bossù &
- Gianfranco Spalletta
MRC Prion Unit, Department of Neurodegenerative Disease, University College London Institute of Neurology, London, UK.
- John Collinge &
- Simon Mead
NEUROFARBA (Department of Neuroscience, Psychology, Drug Research and Child Health), University of Florence, Florence, Italy.
- Sandro Sorbi &
- Benedetta Nacmias
Centro di Ricerca, Trasferimento e Alta Formazione DENOTHE, University of Florence, Florence, Italy.
- Sandro Sorbi &
- Benedetta Nacmias
Department of Immunology, Hospital Universitario Dr. Negrin, Las Palmas de Gran Canaria, Spain.
- Florentino Sanchez-Garcia &
- Maria Candida Deniz Naranjo
Dementia Research Centre, Department of Neurodegenerative Disease, University College London Institute of Neurology, London, UK.
- Nick C Fox
Department of Molecular Neuroscience, Institute of Neurology, London, UK.
- John Hardy
Reta Lilla Weston Laboratories, Institute of Neurology, London, UK.
- John Hardy
Istituto di Ricovero e Cura a Carattere Scientifico (IRCCS) Associazione Oasi Maria Santissima Srl, Troina, Italy.
- Paolo Bosco
Oxford Healthy Aging Project (OHAP), Clinical Trial Service Unit, University of Oxford, Oxford, UK.
- Robert Clarke
Institute of Public Health, University of Cambridge, Cambridge, UK.
- Carol Brayne
University of Milan, Fondazione Cà Granda, IRCCS Ospedale Policlinico, Milan, Italy.
- Daniela Galimberti
Neurological Clinic, University of Pisa, Pisa, Italy.
- Michelangelo Mancuso
MRC Biostatistics Unit, Cambridge, UK.
- Fiona Matthews
Urban Epidemiology, Institute for Medical Informatics, Biometry and Epidemiology, University Hospital Essen, University Duisburg-Essen, Essen, Germany.
- Susanne Moebus
Section of Gerontology and Geriatrics, Department of Clinical and Experimental Medicine, University of Perugia, Perugia, Italy.
- Patrizia Mecocci
Section of Neuroscience and Clinical Pharmacology, Department of Biomedical Sciences, University of Cagliari, Cagliari, Italy.
- Maria Del Zompo
Department of Psychiatry, University of Frankfurt, Frankfurt am Main, Germany.
- Harald Hampel
Department of Psychiatry, Ludwig Maximilians University, Munich, Germany.
- Harald Hampel
Gerontology and Geriatrics Research Laboratory, IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy.
- Alberto Pilotto
Centro de Biología Molecular Severo Ochoa, Consejo Superior de Investigaciones Científicas–Universidad Autónoma de Madrid, Madrid, Spain.
- Maria Bullido
Centro de Investigación Biomédica en Red sobre Enfermedades Neurodegenerativas (CIBERNED), Madrid, Spain.
- Maria Bullido
Instituto de Investigación Sanitaria Hospital la Paz (IdIPaz), Madrid, Spain.
- Maria Bullido
Departement of Geriatrics, Center for Aging Brain, University of Bari, Bari, Italy.
- Francesco Panza
Department of Neuroscience, University of Parma, Parma, Italy.
- Paolo Caffarra
Center for Cognitive Disorders, Azienda Unita Sanitaria Local (AUSL), Parma, Italy.
- Paolo Caffarra
Department of Psychiatry, Saarland University Hospital, Homburg, Germany.
- Manuel Mayhaus,
- Sabrina Pichler,
- Wei Gu &
- Matthias Riemenschneider
Department of Public Health/Geriatrics, Uppsala University, Uppsala, Sweden.
- Lars Lannfelt &
- Martin Ingelsson
Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.
- Hakon Hakonarson
Department of Neuroscience, Mayo Clinic, Jacksonville, Florida, USA.
- Minerva M Carrasquillo,
- Fanggeng Zou &
- Steven G Younkin
National Alzheimer's Coordinating Center, University of Washington, Seattle, Washington, USA.
- Duane Beekly
Genetica Molecular, Hospital Universitario Central Asturias, Oviedo, Spain.
- Victoria Alvarez &
- Eliecer Coto
Neurogenetics Laboratory, Division of Neurosciences, Center for Applied Medical Research, University of Navarra School of Medicine, Pamplona, Spain.
- Cristina Razquin &
- Pau Pastor
CIBERNED, Instituto de Salud Carlos III, Madrid, Spain.
- Pau Pastor
Neurology Service, Marqués de Valdecilla University Hospital, University of Cantabria and Instituto de Formación e Investigación Marqués de Valdecilla (IFIMAV), Santander, Spain.
- Ignacio Mateo &
- Onofre Combarros
CIBERNED, Marqués de Valdecilla University Hospital, University of Cantabria and IFIMAV, Santander, Spain.
- Ignacio Mateo &
- Onofre Combarros
Department of Medical and Molecular Genetics, Indiana University, Indianapolis, Indiana, USA.
- Kelley M Faber &
- Tatiana M Foroud
Geriatric Department, Landspitali University Hospital, Reykjavik, Iceland.
- Palmi V Jonsson
Institute of Clinical Medicine–Neurology, University of Eastern Finland, Kuopio, Finland.
- Hilkka Soininen &
- Mikko Hiltunen
Department of Neurology, Kuopio University Hospital, Kuopio, Finland.
- Hilkka Soininen &
- Mikko Hiltunen
Department of Epidemiology, Harvard School of Public Health, Boston, Massachusetts, USA.
- Deborah Blacker
Department of Psychiatry, Massachusetts General Hospital/Harvard Medical School, Boston, Massachusetts, USA.
- Deborah Blacker
Department of Medicine (Geriatrics), University of Mississippi Medical Center, Jackson, Mississippi, USA.
- Thomas H Mosley Jr
Rush Alzheimer's Disease Center, Rush University Medical Center, Chicago, Illinois, USA.
- David A Bennett &
- Caroline Graff
Department of Geriatric Medicine, Karolinska University Hospital Huddinge, Stockholm, Sweden.
- Laura Fratiglioni
Division of Clinical Neurosciences, School of Medicine, University of Southampton, Southampton, UK.
- Clive Holmes
Department of Pathology, University of Washington, Seattle, Washington, USA.
- Thomas J Montine
Medical Genetics Institute, Cedars-Sinai Medical Center, Los Angeles, California, USA.
- Jerome I Rotter
INSERM UMRS 975, CNRS UMR 7225, Université Pierre et Marie Curie, Centre de Recherche de l'Institut du Cerveau et de la Moëlle Epinière (CRICM), Hôpital de la Salpêtrière, Paris, France.
- Alexis Brice
Assistance Publique des Hôpitaux de Paris (AP-HP), Hôpital de la Pitié–Salpêtrière, Paris, France.
- Alexis Brice
Laboratory of Neurogenetics, Intramural Research Program, National Institute on Aging, Bethesda, Maryland, USA.
- Michael A Nalls
Faculty of Medicine, Imperial College, St. Mary's Hospital, London, UK.
- Karen Ritchie
Department of Biology, Brigham Young University, Provo, Utah, USA.
- John S K Kauwe
Human Genome Sequencing Center, Baylor College of Medicine, Houston, Texas, USA.
- Eric Boerwinkle
Human Genetics Center, University of Texas Health Science Center at Houston, Houston, Texas, USA.
- Eric Boerwinkle
Division of Epidemiology, University of Texas Health Sciences Center at Houston, Houston, Texas, USA.
- Eric Boerwinkle
Hospital Universitari Vall d'Hebron–Institut de Recerca, Universitat Autònoma de Barcelona. (VHIR-UAB), Barcelona, Spain.
- Mercè Boada
Department of Neurology, Medical University of Graz, Graz, Austria.
- Reinhold Schmidt
Department of Psychiatry, University of Halle, Halle, Germany.
- Dan Rujescu
Centre de Mémoire de Ressources et de Recherche de Bordeaux, Centre Hospitalier Universitaire (CHU) de Bordeaux, Bordeaux, France.
- Jean-François Dartigues
INSERM, U708, Victor Segalen University, Bordeaux, France.
- Christophe Tzourio
Institute of Human Genetics, Department of Genomics, Life and Brain Center, University of Bonn, Bonn, Germany.
- Markus M Nöthen
Department of Neurobiology, Karolinska Institutet, Care Sciences and Society, Karolinska Institute–Alzheimer's Disease Research Center (KIADRC), Stockholm, Sweden.
- Caroline Graff
Department of Health Service, University of Washington, Seattle, Washington, USA.
- Bruce M Psaty
Vanderbilt Center for Human Genetics Research, Vanderbilt University, Nashville, Tennessee, USA.
- Jonathan L Haines
McGill University and Génome Québec Innovation Centre, Montreal, Quebec, Canada.
- Mark Lathrop
Laboratory of Epidemiology and Population Sciences, Intramural Research Program, National Institute on Aging, Bethesda, Maryland, USA.
- Lenore J Launer
Department of Epidemiology, Boston University School of Public Health, Boston, Massachusetts, USA.
- Lindsay A Farrer
Department of Neurology, Boston University School of Medicine, Boston, Massachusetts, USA.
- Lindsay A Farrer &
- Sudha Seshadri
Center for Medical Systems Biology, Leiden, The Netherlands.
- Cornelia M van Duijn
Centre Hospitalier Régional Universitaire de Lille, Lille, France.
- Philippe Amouyel
These authors jointly directed this work.
- Sudha Seshadri,
- Julie Williams,
- Gerard D Schellenberg &
- Philippe Amouyel
Consortia
European Alzheimer's Disease Initiative (EADI)
- Full lists of members and affiliations appear in the Supplementary Note
Genetic and Environmental Risk in Alzheimer's Disease (GERAD)
- Full lists of members and affiliations appear in the Supplementary Note
Alzheimer's Disease Genetic Consortium (ADGC)
- Full lists of members and affiliations appear in the Supplementary Note
Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE)
- Full lists of members and affiliations appear in the Supplementary Note
Contributions
Study concept and design: J.-C.L., C.A.I.-V., D. Harold, A.C.N., A.L.D., J.C.B., A.V.S., M.A.I., H. Schmidt, A.L.F., V.G., O.L.L., D.W.T., D. Blacker, T.H.M., T.B.H., J.I.R., W.A.K., M. Boada, R. Schmidt, R.M., A.H., B.M.P., J.L.H., P.A.H., M.L., M.A.P.-V., L.J.L., L.A.F., C.M.v.D., V.M., S. Seshadri, J.W., G.D.S. and P.A. Acquisition of data: J.-C.L., C.A.I.-V., D. Harold, C. Bellenguez, R. Sims, G.J., B.G.-B., G.R., N.J., V.C., C. Thomas, D.Z., Y.K., A.G., H. Schmidt, M.L.D., M.-T.B., S.-H.C., P.H., V.G., C. Baldwin, C.C., C. Berr, O.L.L., P.L.D.J., D.E., L. Letenneur, G.E., K.S., A.M.G., N.F., M.J.H., M.I.K., E.B.L., A.J.M., C.D., S.T., S. Love, E.R., P.S.G.-H., L.Y., M.M.C., D. Beekly, F.Z., O.V., S.G.Y., W.G., M.J.O., K.M.F., P.V.J., M.C.O., L.B.C., D.A.B., T.B.H., R.F.A.G.d.B., T.J.M., J.I.R., K.M., T.M.F., W.A.K., J.F.P., M.A.N., K.R., J.S.K.K., E.B., M.R., M. Boada, L.-S.W., J.-F.D., C. Tzourio, M.M.N., B.M.P., L.J., J.L.H., M.L., L.J.L., L.A.F., A.H., C.M.v.D., S. Seshadri, J.W., G.D.S. and P.A. Sample contribution: A. Ruiz, F. Pasquier, A. Ramirez, O.H., J.D.B., D. Campion, P.K.C., C. Baldwin, T.B., C.C., D. Craig, V.D., J.A.J., S. Lovestone, F.J.M., D.C.R., K.S., A.M.G., N.F., M.G., K. Brown, M.I.K., L.K., P.B.-G., B.M., R.G., A.J.M., D.W., E.R., J.G., P.S.G.-H., J.C., A.L., A. Bayer, M.T., P. Bossù, G.S., P. Proitsi, J.C., S. Sorbi, F.S.-G., N.C.F., J.H., M.C.D.N., P. Bosco, R.C., C. Brayne, D.G., M. Mancuso, F.M., S. Moebus, P.M., M.D.Z., W.M., H. Hampel, A.P., M. Bullido, F. Panza, P.C., B.N., M. Mayhaus, L. Lannfelt, H. Hakonarson, S.P., M.M.C., M.I., V.A., S.G.Y., E.C., C. Razquin, P. Pastor, I.M., O.C., H. Soininen, S. Mead, D.A.B., L.F., C.H., P. Passmore, T.J.M., K. Bettens, A. Brice, D. Hannequin, K.R., M.R., M.H., D.R., C.G. and C.V.B. Data analysis: C.A.I.-V., D. Harold, A.C.N., R. Sims, C. Bellenguez, G.J., A.L.D., J.C.B., G.W.B., B.G.-B., G.R., T.A.T.-W., N.J., A.V.S., V.C., M.A.I., D.Z., Y.K., B.N.V., C.-F.L., A.G., B.K., C. Reitz, J.R.G., O.V., W.A.K., K.L.L., K.L.H.-N., E.R.M., L.-S.W., B.M.P., M.L., V.M. and J.W. Statistical analysis and interpretation: J.-C.L., C.A.I.-V., D. Harold, A.C.N., C. Bellenguez, G.J., A.L.D., J.C.B., G.W.B., T.A.T.-W., A.V.S., V.C., M.A.I., B.N.V., Y.K., C.-F.L., B.K., C. Reitz, A.L.F., N.A., J.R.G., R.F.A.G.d.B., W.A.K., K.L.L., E.R.M., L.-S.W., B.M.P., L.J., J.L.H., P.A.H., M.A.P.-V., L.J.L., L.A.F., C.M.v.D., V.M., S. Seshadri, J.W., G.D.S. and P.A. Drafting of the manuscript: J.-C.L., C.A.I.-V., D. Harold, A.C.N., C. Bellenguez, A.L.D., J.C.B., A.V.S., R.M., B.M.P., J.L.H., M.A.P.-V., L.J.L., L.A.F., C.M.v.D., C.V.B., S. Seshadri, J.W., G.D.S. and P.A.Competing financial interests
The authors declare no competing financial interests.
Author details
Jean-Charles Lambert
Search for this author in:
Carla A Ibrahim-Verbaas
Search for this author in:
Denise Harold
Search for this author in:
Adam C Naj
Search for this author in:
Rebecca Sims
Search for this author in:
Céline Bellenguez
Search for this author in:
Gyungah Jun
Search for this author in:
Anita L DeStefano
Search for this author in:
Joshua C Bis
Search for this author in:
Gary W Beecham
Search for this author in:
Benjamin Grenier-Boley
Search for this author in:
Giancarlo Russo
Search for this author in:
Tricia A Thornton-Wells
Search for this author in:
Nicola Jones
Search for this author in:
Albert V Smith
Search for this author in:
Vincent Chouraki
Search for this author in:
Charlene Thomas
Search for this author in:
M Arfan Ikram
Search for this author in:
Diana Zelenika
Search for this author in:
Badri N Vardarajan
Search for this author in:
Yoichiro Kamatani
Search for this author in:
Chiao-Feng Lin
Search for this author in:
Amy Gerrish
Search for this author in:
Helena Schmidt
Search for this author in:
Brian Kunkle
Search for this author in:
Melanie L Dunstan
Search for this author in:
Agustin Ruiz
Search for this author in:
Marie-Thérèse Bihoreau
Search for this author in:
Seung-Hoan Choi
Search for this author in:
Christiane Reitz
Search for this author in:
Florence Pasquier
Search for this author in:
Paul Hollingworth
Search for this author in:
Alfredo Ramirez
Search for this author in:
Olivier Hanon
Search for this author in:
Annette L Fitzpatrick
Search for this author in:
Joseph D Buxbaum
Search for this author in:
Dominique Campion
Search for this author in:
Paul K Crane
Search for this author in:
Clinton Baldwin
Search for this author in:
Tim Becker
Search for this author in:
Vilmundur Gudnason
Search for this author in:
Carlos Cruchaga
Search for this author in:
David Craig
Search for this author in:
Najaf Amin
Search for this author in:
Claudine Berr
Search for this author in:
Oscar L Lopez
Search for this author in:
Philip L De Jager
Search for this author in:
Vincent Deramecourt
Search for this author in:
Janet A Johnston
Search for this author in:
Denis Evans
Search for this author in:
Simon Lovestone
Search for this author in:
Luc Letenneur
Search for this author in:
Francisco J Morón
Search for this author in:
David C Rubinsztein
Search for this author in:
Gudny Eiriksdottir
Search for this author in:
Kristel Sleegers
Search for this author in:
Alison M Goate
Search for this author in:
Nathalie Fiévet
Search for this author in:
Matthew J Huentelman
Search for this author in:
Michael Gill
Search for this author in:
Kristelle Brown
Search for this author in:
M Ilyas Kamboh
Search for this author in:
Lina Keller
Search for this author in:
Pascale Barberger-Gateau
Search for this author in:
Bernadette McGuinness
Search for this author in:
Eric B Larson
Search for this author in:
Robert Green
Search for this author in:
Amanda J Myers
Search for this author in:
Carole Dufouil
Search for this author in:
Stephen Todd
Search for this author in:
David Wallon
Search for this author in:
Seth Love
Search for this author in:
Ekaterina Rogaeva
Search for this author in:
John Gallacher
Search for this author in:
Peter St George-Hyslop
Search for this author in:
Jordi Clarimon
Search for this author in:
Alberto Lleo
Search for this author in:
Anthony Bayer
Search for this author in:
Debby W Tsuang
Search for this author in:
Lei Yu
Search for this author in:
Magda Tsolaki
Search for this author in:
Paola Bossù
Search for this author in:
Gianfranco Spalletta
Search for this author in:
Petroula Proitsi
Search for this author in:
John Collinge
Search for this author in:
Sandro Sorbi
Search for this author in:
Florentino Sanchez-Garcia
Search for this author in:
Nick C Fox
Search for this author in:
John Hardy
Search for this author in:
Maria Candida Deniz Naranjo
Search for this author in:
Paolo Bosco
Search for this author in:
Robert Clarke
Search for this author in:
Carol Brayne
Search for this author in:
Daniela Galimberti
Search for this author in:
Michelangelo Mancuso
Search for this author in:
Fiona Matthews
Search for this author in:
European Alzheimer's Disease Initiative (EADI)
Genetic and Environmental Risk in Alzheimer's Disease (GERAD)
Alzheimer's Disease Genetic Consortium (ADGC)
Cohorts for Heart and Aging Research in Genomic Epidemiology (CHARGE)
Susanne Moebus
Search for this author in:
Patrizia Mecocci
Search for this author in:
Maria Del Zompo
Search for this author in:
Wolfgang Maier
Search for this author in:
Harald Hampel
Search for this author in:
Alberto Pilotto
Search for this author in:
Maria Bullido
Search for this author in:
Francesco Panza
Search for this author in:
Paolo Caffarra
Search for this author in:
Benedetta Nacmias
Search for this author in:
John R Gilbert
Search for this author in:
Manuel Mayhaus
Search for this author in:
Lars Lannfelt
Search for this author in:
Hakon Hakonarson
Search for this author in:
Sabrina Pichler
Search for this author in:
Minerva M Carrasquillo
Search for this author in:
Martin Ingelsson
Search for this author in:
Duane Beekly
Search for this author in:
Victoria Alvarez
Search for this author in:
Fanggeng Zou
Search for this author in:
Otto Valladares
Search for this author in:
Steven G Younkin
Search for this author in:
Eliecer Coto
Search for this author in:
Kara L Hamilton-Nelson
Search for this author in:
Wei Gu
Search for this author in:
Cristina Razquin
Search for this author in:
Pau Pastor
Search for this author in:
Ignacio Mateo
Search for this author in:
Michael J Owen
Search for this author in:
Kelley M Faber
Search for this author in:
Palmi V Jonsson
Search for this author in:
Onofre Combarros
Search for this author in:
Michael C O'Donovan
Search for this author in:
Laura B Cantwell
Search for this author in:
Hilkka Soininen
Search for this author in:
Deborah Blacker
Search for this author in:
Simon Mead
Search for this author in:
Thomas H Mosley Jr
Search for this author in:
David A Bennett
Search for this author in:
Tamara B Harris
Search for this author in:
Laura Fratiglioni
Search for this author in:
Clive Holmes
Search for this author in:
Renee F A G de Bruijn
Search for this author in:
Peter Passmore
Search for this author in:
Thomas J Montine
Search for this author in:
Karolien Bettens
Search for this author in:
Jerome I Rotter
Search for this author in:
Alexis Brice
Search for this author in:
Kevin Morgan
Search for this author in:
Tatiana M Foroud
Search for this author in:
Walter A Kukull
Search for this author in:
Didier Hannequin
Search for this author in:
John F Powell
Search for this author in:
Michael A Nalls
Search for this author in:
Karen Ritchie
Search for this author in:
Kathryn L Lunetta
Search for this author in:
John S K Kauwe
Search for this author in:
Eric Boerwinkle
Search for this author in:
Matthias Riemenschneider
Search for this author in:
Mercè Boada
Search for this author in:
Mikko Hiltunen
Search for this author in:
Eden R Martin
Search for this author in:
Reinhold Schmidt
Search for this author in:
Dan Rujescu
Search for this author in:
Li-San Wang
Search for this author in:
Jean-François Dartigues
Search for this author in:
Richard Mayeux
Search for this author in:
Christophe Tzourio
Search for this author in:
Albert Hofman
Search for this author in:
Markus M Nöthen
Search for this author in:
Caroline Graff
Search for this author in:
Bruce M Psaty
Search for this author in:
Lesley Jones
Search for this author in:
Jonathan L Haines
Search for this author in:
Peter A Holmans
Search for this author in:
Mark Lathrop
Search for this author in:
Margaret A Pericak-Vance
Search for this author in:
Lenore J Launer
Search for this author in:
Lindsay A Farrer
Search for this author in:
Cornelia M van Duijn
Search for this author in:
Christine Van Broeckhoven
Search for this author in:
Valentina Moskvina
Search for this author in:
Sudha Seshadri
Search for this author in:
Julie Williams
Search for this author in:
Gerard D Schellenberg
Search for this author in:
Philippe Amouyel
Search for this author in:
Supplementary information
PDF files
- Supplementary Text and Figures (3,270 KB)
- Supplementary Figures 1–18, Supplementary Tables 1–10 and Supplementary Note
No hay comentarios:
Publicar un comentario