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PMID: 19734902 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, N.I.H., Intramural Research Support, Non-U.S. Gov't

Genome-wide association study identifies variants at CLU and PICALM associated with Alzheimer's disease.

Nature genetics ·Vol. 41 ·No. 10 ·2009-10-00 ·Pages 1088-93

Harold D, Abraham R, Hollingworth P, Sims R, Gerrish A, Hamshere ML, Pahwa JS, Moskvina V, Dowzell K, Williams A, Jones N, Thomas C, Stretton A, Morgan AR, Lovestone S, Powell J, Proitsi P, Lupton MK, Brayne C, Rubinsztein DC, Gill M, Lawlor B, Lynch A, Morgan K, Brown KS, Passmore PA, Craig D, McGuinness B, Todd S, Holmes C, Mann D, Smith AD, Love S, Kehoe PG, Hardy J, Mead S, Fox N, Rossor M, Collinge J, Maier W, Jessen F, Schürmann B, Heun R, van den Bussche H, Heuser I, Kornhuber J, Wiltfang J, Dichgans M, Frölich L, Hampel H, Hüll M, Rujescu D, Goate AM, Kauwe JS, Cruchaga C, Nowotny P, Morris JC, Mayo K, Sleegers K, Bettens K, Engelborghs S, De Deyn PP, Van Broeckhoven C, Livingston G, Bass NJ, Gurling H, McQuillin A, Gwilliam R, Deloukas P, Al-Chalabi A, Shaw CE, Tsolaki M, Singleton AB, Guerreiro R, Mühleisen TW, Nöthen MM, Moebus S, Jöckel KH, Klopp N, Wichmann HE, Carrasquillo MM, Pankratz VS, Younkin SG, Holmans PA, O'Donovan M, Owen MJ, Williams J

Abstract

We undertook a two-stage genome-wide association study (GWAS) of Alzheimer's disease (AD) involving over 16,000 individuals, the most powerful AD GWAS to date. In stage 1 (3,941 cases and 7,848 controls), we replicated the established association with the apolipoprotein E (APOE) locus (most significant SNP, rs2075650, P = 1.8 x 10(-157)) and observed genome-wide significant association with SNPs at two loci not previously associated with the disease: at the CLU (also known as APOJ) gene (rs11136000, P = 1.4 x 10(-9)) and 5' to the PICALM gene (rs3851179, P = 1.9 x 10(-8)). These associations were replicated in stage 2 (2,023 cases and 2,340 controls), producing compelling evidence for association with Alzheimer's disease in the combined dataset (rs11136000, P = 8.5 x 10(-10), odds ratio = 0.86; rs3851179, P = 1.3 x 10(-9), odds ratio = 0.86).

MeSH Terms
Alzheimer Disease/genetics Chromosomes, Human Clusterin/genetics Genetic Predisposition to Disease Genome, Human Genome-Wide Association Study Humans Monomeric Clathrin Assembly Proteins/genetics Polymorphism, Single Nucleotide
Chemicals
CLU protein, human Clusterin Monomeric Clathrin Assembly Proteins PICALM protein, human
Authors & Affiliations
87 authors, click to expand affiliations / ORCID
Harold Denise
Medical Research Council Centre for Neuropsychiatric Genetics and Genomics, Department of Psychological Medicine and Neurology, School of Medicine, Cardiff University, Cardiff, UK.
Abraham Richard
Hollingworth Paul
Sims Rebecca
Gerrish Amy
Hamshere Marian L
Pahwa Jaspreet Singh
Moskvina Valentina
Dowzell Kimberley
Williams Amy
Jones Nicola
Thomas Charlene
Stretton Alexandra
Morgan Angharad R
Lovestone Simon
Powell John
Proitsi Petroula
Lupton Michelle K
Brayne Carol
Rubinsztein David C
Gill Michael
Lawlor Brian
Lynch Aoibhinn
Morgan Kevin
Brown Kristelle S
Passmore Peter A
Craig David
McGuinness Bernadette
Todd Stephen
Holmes Clive
Mann David
Smith A David
Love Seth
Kehoe Patrick G
Hardy John
Mead Simon
Fox Nick
Rossor Martin
Collinge John
Maier Wolfgang
Jessen Frank
Schürmann Britta
Heun Reinhard
van den Bussche Hendrik
Heuser Isabella
Kornhuber Johannes
Wiltfang Jens
Dichgans Martin
Frölich Lutz
Hampel Harald
Hüll Michael
Rujescu Dan
Goate Alison M
Kauwe John S K
Cruchaga Carlos
Nowotny Petra
Morris John C
Mayo Kevin
Sleegers Kristel
Bettens Karolien
Engelborghs Sebastiaan
De Deyn Peter P
Van Broeckhoven Christine
Livingston Gill
Bass Nicholas J
Gurling Hugh
McQuillin Andrew
Gwilliam Rhian
Deloukas Panagiotis
Al-Chalabi Ammar
Shaw Christopher E
Tsolaki Magda
Singleton Andrew B
Guerreiro Rita
Mühleisen Thomas W
Nöthen Markus M
Moebus Susanne
Jöckel Karl-Heinz
Klopp Norman
Wichmann H-Erich
Carrasquillo Minerva M
Pankratz V Shane
Younkin Steven G
Holmans Peter A
O'Donovan Michael
Owen Michael J
Williams Julie
References (56)
56 references, click to expand
  1. Identification of the Alzheimer beta/A4 amyloid precursor protein in clathrin-coated vesicles purified from PC12 cells.
    J Biol Chem. 1993 Jan 5;268(1):608-12 PMID: 8416966
  2. The t(10;11)(p13;q14) in the U937 cell line results in the fusion of the AF10 gene and CALM, encoding a new member of the AP-3 clathrin assembly protein family.
    Proc Natl Acad Sci U S A. 1996 May 14;93(10):4804-9 PMID: 8643484
  3. Altered expression of synaptic proteins occurs early during progression of Alzheimer's disease.
    Neurology. 2001 Jan 9;56(1):127-9 PMID: 11148253
  4. Evidence that production and release of amyloid beta-protein involves the endocytic pathway.
    J Biol Chem. 1994 Jul 1;269(26):17386-9 PMID: 8021238
  5. The dephosphins: dephosphorylation by calcineurin triggers synaptic vesicle endocytosis.
    Trends Neurosci. 2001 Nov;24(11):659-65 PMID: 11672811
  6. Polymorphisms in the human apolipoprotein-J/clusterin gene: ethnic variation and distribution in Alzheimer's disease.
    Hum Genet. 1996 Oct;98(4):430-6 PMID: 8792817
  7. ApoE and clusterin cooperatively suppress Abeta levels and deposition: evidence that ApoE regulates extracellular Abeta metabolism in vivo.
    Neuron. 2004 Jan 22;41(2):193-202 PMID: 14741101
  8. Clusterin.
    Int J Biochem Cell Biol. 2002 May;34(5):427-31 PMID: 11906815
  9. Genome-wide association study implicates a chromosome 12 risk locus for late-onset Alzheimer disease.
    Am J Hum Genet. 2009 Jan;84(1):35-43 PMID: 19118814
  10. Transport pathways for clearance of human Alzheimer's amyloid beta-peptide and apolipoproteins E and J in the mouse central nervous system.
    J Cereb Blood Flow Metab. 2007 May;27(5):909-18 PMID: 17077814
  11. Effects of differential genotyping error rate on the type I error probability of case-control studies.
    Hum Hered. 2006;61(1):55-64 PMID: 16612103
  12. PupaSuite: finding functional single nucleotide polymorphisms for large-scale genotyping purposes.
    Nucleic Acids Res. 2006 Jul 1;34(Web Server issue):W621-5 PMID: 16845085
  13. Diffusible, nonfibrillar ligands derived from Abeta1-42 are potent central nervous system neurotoxins.
    Proc Natl Acad Sci U S A. 1998 May 26;95(11):6448-53 PMID: 9600986
  14. Apolipoprotein J and Alzheimer's amyloid beta solubility.
    Biochem J. 1996 Jun 1;316 ( Pt 2):671-9 PMID: 8687416
  15. Meta-analysis of genome-wide association data and large-scale replication identifies additional susceptibility loci for type 2 diabetes.
    Nat Genet. 2008 May;40(5):638-45 PMID: 18372903
  16. Genome-wide association analysis reveals putative Alzheimer's disease susceptibility loci in addition to APOE.
    Am J Hum Genet. 2008 Nov;83(5):623-32 PMID: 18976728
  17. Apolipoprotein J (clusterin) and Alzheimer's disease.
    Microsc Res Tech. 2000 Aug 15;50(4):305-15 PMID: 10936885
  18. Apolipoprotein E is essential for amyloid deposition in the APP(V717F) transgenic mouse model of Alzheimer's disease.
    Proc Natl Acad Sci U S A. 1999 Dec 21;96(26):15233-8 PMID: 10611368
  19. Clusterin: the intriguing guises of a widely expressed glycoprotein.
    Trends Biochem Sci. 1992 Apr;17(4):154-9 PMID: 1585460
  20. Age-related impairment of synaptic transmission but normal long-term potentiation in transgenic mice that overexpress the human APP695SWE mutant form of amyloid precursor protein.
    J Neurosci. 2001 Jul 1;21(13):4691-8 PMID: 11425896
  21. Glycoprotein 330/megalin: probable role in receptor-mediated transport of apolipoprotein J alone and in a complex with Alzheimer disease amyloid beta at the blood-brain and blood-cerebrospinal fluid barriers.
    Proc Natl Acad Sci U S A. 1996 Apr 30;93(9):4229-34 PMID: 8633046
  22. Clathrin assembly lymphoid myeloid leukemia (CALM) protein: localization in endocytic-coated pits, interactions with clathrin, and the impact of overexpression on clathrin-mediated traffic.
    Mol Biol Cell. 1999 Aug;10(8):2687-702 PMID: 10436022
  23. Clusterin (apoJ) alters the aggregation of amyloid beta-peptide (A beta 1-42) and forms slowly sedimenting A beta complexes that cause oxidative stress.
    Exp Neurol. 1995 Nov;136(1):22-31 PMID: 7589331
  24. Inhibition of dynamin-dependent endocytosis increases shedding of the amyloid precursor protein ectodomain and reduces generation of amyloid beta protein.
    BMC Cell Biol. 2005 Aug 11;6:30 PMID: 16095541
  25. GAB2 alleles modify Alzheimer's risk in APOE epsilon4 carriers.
    Neuron. 2007 Jun 7;54(5):713-20 PMID: 17553421
  26. Evidence for CALM in directing VAMP2 trafficking.
    Traffic. 2008 Mar;9(3):417-29 PMID: 18182011
  27. Distribution of clusterin in Alzheimer brain tissue.
    Brain Res. 1992 May 8;579(2):337-41 PMID: 1378350
  28. Brain uptake of circulating apolipoproteins J and E complexed to Alzheimer's amyloid beta.
    Biochem Biophys Res Commun. 1994 Dec 15;205(2):1431-7 PMID: 7802679
  29. Genetics of Alzheimer's disease: recent advances.
    Genome Med. 2009 Mar 27;1(3):34 PMID: 19341505
  30. Genetic variation in PCDH11X is associated with susceptibility to late-onset Alzheimer's disease.
    Nat Genet. 2009 Feb;41(2):192-8 PMID: 19136949
  31. Clusterin promotes amyloid plaque formation and is critical for neuritic toxicity in a mouse model of Alzheimer's disease.
    Proc Natl Acad Sci U S A. 2002 Aug 6;99(16):10843-8 PMID: 12145324
  32. Direct binding of Reelin to VLDL receptor and ApoE receptor 2 induces tyrosine phosphorylation of disabled-1 and modulates tau phosphorylation.
    Neuron. 1999 Oct;24(2):481-9 PMID: 10571241
  33. The cerebrospinal-fluid soluble form of Alzheimer's amyloid beta is complexed to SP-40,40 (apolipoprotein J), an inhibitor of the complement membrane-attack complex.
    Biochem J. 1993 Jul 1;293 ( Pt 1):27-30 PMID: 8328966
  34. Amyloid beta binding proteins in vitro and in normal human cerebrospinal fluid.
    Neurosci Lett. 1995 May 19;191(1-2):79-82 PMID: 7659297
  35. Clusterin (Apo J) protects against in vitro amyloid-beta (1-40) neurotoxicity.
    J Neurochem. 1996 Sep;67(3):1324-7 PMID: 8752142
  36. Haploview: analysis and visualization of LD and haplotype maps.
    Bioinformatics. 2005 Jan 15;21(2):263-5 PMID: 15297300
  37. A genotype calling algorithm for the Illumina BeadArray platform.
    Bioinformatics. 2007 Oct 15;23(20):2741-6 PMID: 17846035
  38. A high-density whole-genome association study reveals that APOE is the major susceptibility gene for sporadic late-onset Alzheimer's disease.
    J Clin Psychiatry. 2007 Apr;68(4):613-8 PMID: 17474819
  39. Genomic control for association studies.
    Biometrics. 1999 Dec;55(4):997-1004 PMID: 11315092
  40. Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls.
    Nature. 2007 Jun 7;447(7145):661-78 PMID: 17554300
  41. A genome-wide association study for late-onset Alzheimer's disease using DNA pooling.
    BMC Med Genomics. 2008 Sep 29;1:44 PMID: 18823527
  42. Possible neuroprotective role of clusterin in Alzheimer's disease: a quantitative immunocytochemical study.
    Acta Neuropathol. 1998 Apr;95(4):387-94 PMID: 9560017
  43. Amyloid-associated proteins alpha 1-antichymotrypsin and apolipoprotein E promote assembly of Alzheimer beta-protein into filaments.
    Nature. 1994 Nov 3;372(6501):92-4 PMID: 7969426
  44. Endocytosis is required for synaptic activity-dependent release of amyloid-beta in vivo.
    Neuron. 2008 Apr 10;58(1):42-51 PMID: 18400162
  45. PLINK: a tool set for whole-genome association and population-based linkage analyses.
    Am J Hum Genet. 2007 Sep;81(3):559-75 PMID: 17701901
  46. Long-range LD can confound genome scans in admixed populations.
    Am J Hum Genet. 2008 Jul;83(1):132-5; author reply 135-9 PMID: 18606306
  47. Candidate single-nucleotide polymorphisms from a genomewide association study of Alzheimer disease.
    Arch Neurol. 2008 Jan;65(1):45-53 PMID: 17998437
  48. Large upward bias in estimation of locus-specific effects from genomewide scans.
    Am J Hum Genet. 2001 Dec;69(6):1357-69 PMID: 11593451
  49. Principal components analysis corrects for stratification in genome-wide association studies.
    Nat Genet. 2006 Aug;38(8):904-9 PMID: 16862161
  50. Synaptic distribution of the endocytic accessory proteins AP180 and CALM.
    J Comp Neurol. 2005 Jan 3;481(1):58-69 PMID: 15558718
  51. Population structure, differential bias and genomic control in a large-scale, case-control association study.
    Nat Genet. 2005 Nov;37(11):1243-6 PMID: 16228001
  52. Evidence for novel susceptibility genes for late-onset Alzheimer's disease from a genome-wide association study of putative functional variants.
    Hum Mol Genet. 2007 Apr 15;16(8):865-73 PMID: 17317784
  53. Association of apolipoprotein E genotype with brain levels of apolipoprotein E and apolipoprotein J (clusterin) in Alzheimer disease.
    Brain Res Mol Brain Res. 1995 Oct;33(1):174-8 PMID: 8774959
  54. Altered neuronal gene expression in brain regions differentially affected by Alzheimer's disease: a reference data set.
    Physiol Genomics. 2008 Apr 22;33(2):240-56 PMID: 18270320
  55. On multiple-testing correction in genome-wide association studies.
    Genet Epidemiol. 2008 Sep;32(6):567-73 PMID: 18425821
  56. Fibrillogenesis in Alzheimer's disease of amyloid beta peptides and apolipoprotein E.
    Biochem J. 1995 Mar 1;306 ( Pt 2):599-604 PMID: 7534068
Article Info
Journal
Nature genetics
Abbr.
Nat Genet
ISSN
1546-1718
Published
2009-10-00
Epub
2009-00-06
Pages
1088-93
Language
English
Region
United States
NLM ID
9216904
PMCID
PMC2845877
Subset
IM
Grants
Medical Research Council · MC_U123192748 · United Kingdom
Medical Research Council · MC_U123160651 · United Kingdom
Medical Research Council · G0701075 · United Kingdom
Medical Research Council · G0600974 · United Kingdom
NCRR NIH HHS · UL1 RR024992 · United States
Wellcome Trust · 064354 · United Kingdom
Medical Research Council · G0900688 · United Kingdom
Medical Research Council · G0801418 · United Kingdom
Medical Research Council · G0300429 · United Kingdom
Wellcome Trust · 082604 · United Kingdom
Medical Research Council · G0601846 · United Kingdom
Intramural NIH HHS · United States
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