Home LiteratureArticle Details
PMID: 21390209 Published · epublish English Journal Article Meta-Analysis Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Meta-analysis for genome-wide association study identifies multiple variants at the BIN1 locus associated with late-onset Alzheimer's disease.

PloS one ·Vol. 6 ·No. 2 ·2011-02-24 ·Pages e16616

Hu X, Pickering E, Liu YC, Hall S, Fournier H, Katz E, Dechairo B, John S, Van Eerdewegh P, Soares H, Alzheimer's Disease Neuroimaging Initiative

Abstract

Recent GWAS studies focused on uncovering novel genetic loci related to AD have revealed associations with variants near CLU, CR1, PICALM and BIN1. In this study, we conducted a genome-wide association study in an independent set of 1034 cases and 1186 controls using the Illumina genotyping platforms. By coupling our data with available GWAS datasets from the ADNI and GenADA, we replicated the original associations in both PICALM (rs3851179) and CR1 (rs3818361). The PICALM variant seems to be non-significant after we adjusted for APOE e4 status. We further tested our top markers in 751 independent cases and 751 matched controls. Besides the markers close to the APOE locus, a marker (rs12989701) upstream of BIN1 locus was replicated and the combined analysis reached genome-wide significance level (p = 5E-08). We combined our data with the published Harold et al. study and meta-analysis with all available 6521 cases and 10360 controls at the BIN1 locus revealed two significant variants (rs12989701, p = 1.32E-10 and rs744373, p = 3.16E-10) in limited linkage disequilibrium (r²  =  0.05) with each other. The independent contribution of both SNPs was supported by haplotype conditional analysis. We also conducted multivariate analysis in canonical pathways and identified a consistent signal in the downstream pathways targeted by Gleevec (P = 0.004 in Pfizer; P = 0.028 in ADNI and P = 0.04 in GenADA). We further tested variants in CLU, PICALM, BIN1 and CR1 for association with disease progression in 597 AD patients where longitudinal cognitive measures are sufficient. Both the PICALM and CLU variants showed nominal significant association with cognitive decline as measured by change in Clinical Dementia Rating-sum of boxes (CDR-SB) score from the baseline but did not pass multiple-test correction. Future experiments will help us better understand potential roles of these genetic loci in AD pathology.

MeSH Terms
Adaptor Proteins, Signal Transducing/genetics Age of Onset Aged Alleles Alzheimer Disease/epidemiology,genetics Case-Control Studies Chromosome Mapping Disease Progression Female Gene Frequency Genetic Loci/genetics Genetic Predisposition to Disease Genome-Wide Association Study/statistics & numerical data Genotype Humans Linkage Disequilibrium Male Nuclear Proteins/genetics Polymorphism, Single Nucleotide/physiology Signal Transduction/genetics Tumor Suppressor Proteins/genetics
Chemicals
Adaptor Proteins, Signal Transducing BIN1 protein, human Nuclear Proteins Tumor Suppressor Proteins
Authors & Affiliations
11 authors, click to expand affiliations / ORCID
Hu Xiaolan
Molecular Medicine, Pfizer Inc., Groton, Connecticut, United States of America. [email protected]
Pickering Eve
Liu Yingxue Cathy
Hall Stephanie
Fournier Helene
Katz Elyse
Dechairo Bryan
John Sally
Van Eerdewegh Paul
Soares Holly
Alzheimer's Disease Neuroimaging Initiative
References (42)
42 references, click to expand
  1. BIN1 is a novel MYC-interacting protein with features of a tumour suppressor.
    Nat Genet. 1996 Sep;14(1):69-77 PMID: 8782822
  2. Vitamin E and donepezil for the treatment of mild cognitive impairment.
    N Engl J Med. 2005 Jun 9;352(23):2379-88 PMID: 15829527
  3. Alzheimer's disease: strategies for disease modification.
    Nat Rev Drug Discov. 2010 May;9(5):387-98 PMID: 20431570
  4. Decreased synaptic vesicle recycling efficiency and cognitive deficits in amphiphysin 1 knockout mice.
    Neuron. 2002 Feb 28;33(5):789-804 PMID: 11879655
  5. 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
  6. Randomized controlled trial of atorvastatin in mild to moderate Alzheimer disease: LEADe.
    Neurology. 2010 Mar 23;74(12):956-64 PMID: 20200346
  7. Genome-wide association study reveals genetic risk underlying Parkinson's disease.
    Nat Genet. 2009 Dec;41(12):1308-12 PMID: 19915575
  8. Pathway-based approaches for analysis of genomewide association studies.
    Am J Hum Genet. 2007 Dec;81(6):1278-83 PMID: 17966091
  9. Targeted disruption of the murine Bin1/Amphiphysin II gene does not disable endocytosis but results in embryonic cardiomyopathy with aberrant myofibril formation.
    Mol Cell Biol. 2003 Jun;23(12):4295-306 PMID: 12773571
  10. Genome-wide analysis of genetic loci associated with Alzheimer disease.
    JAMA. 2010 May 12;303(18):1832-40 PMID: 20460622
  11. 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
  12. The Atorvastatin/Donepezil in Alzheimer's Disease Study (LEADe): design and baseline characteristics.
    Alzheimers Dement. 2008 Mar;4(2):145-53 PMID: 18631958
  13. The amphiphysin family of proteins and their role in endocytosis at the synapse.
    Trends Neurosci. 1998 Aug;21(8):339-44 PMID: 9720601
  14. Effects of age, sex, and ethnicity on the association between apolipoprotein E genotype and Alzheimer disease. A meta-analysis. APOE and Alzheimer Disease Meta Analysis Consortium.
    JAMA. 1997 Oct 22-29;278(16):1349-56 PMID: 9343467
  15. Genome-wide scan of copy number variation in late-onset Alzheimer's disease.
    J Alzheimers Dis. 2010;19(1):69-77 PMID: 20061627
  16. Structural analysis of the human BIN1 gene. Evidence for tissue-specific transcriptional regulation and alternate RNA splicing.
    J Biol Chem. 1997 Dec 12;272(50):31453-8 PMID: 9395479
  17. Genome-wide association study identifies variants at CLU and PICALM associated with Alzheimer's disease.
    Nat Genet. 2009 Oct;41(10):1088-93 PMID: 19734902
  18. Sorting nexin 4 and amphiphysin 2, a new partnership between endocytosis and intracellular trafficking.
    J Cell Sci. 2003 May 15;116(Pt 10):1937-48 PMID: 12668730
  19. Genome-wide association study identifies common variants at four loci as genetic risk factors for Parkinson's disease.
    Nat Genet. 2009 Dec;41(12):1303-7 PMID: 19915576
  20. GAB2 alleles modify Alzheimer's risk in APOE epsilon4 carriers.
    Neuron. 2007 Jun 7;54(5):713-20 PMID: 17553421
  21. Genotype imputation.
    Annu Rev Genomics Hum Genet. 2009;10:387-406 PMID: 19715440
  22. Gleevec inhibits beta-amyloid production but not Notch cleavage.
    Proc Natl Acad Sci U S A. 2003 Oct 14;100(21):12444-9 PMID: 14523244
  23. Drosophila Amphiphysin is implicated in protein localization and membrane morphogenesis but not in synaptic vesicle endocytosis.
    Development. 2001 Dec;128(24):5005-15 PMID: 11748137
  24. Genetic variation in PCDH11X is associated with susceptibility to late-onset Alzheimer's disease.
    Nat Genet. 2009 Feb;41(2):192-8 PMID: 19136949
  25. Mutations in amphiphysin 2 (BIN1) disrupt interaction with dynamin 2 and cause autosomal recessive centronuclear myopathy.
    Nat Genet. 2007 Sep;39(9):1134-9 PMID: 17676042
  26. Gamma-secretase activating protein is a therapeutic target for Alzheimer's disease.
    Nature. 2010 Sep 2;467(7311):95-8 PMID: 20811458
  27. APP binds DR6 to trigger axon pruning and neuron death via distinct caspases.
    Nature. 2009 Feb 19;457(7232):981-9 PMID: 19225519
  28. Genetic evidence for the involvement of lipid metabolism in Alzheimer's disease.
    Biochim Biophys Acta. 2010 Aug;1801(8):754-61 PMID: 20420935
  29. Practical aspects of imputation-driven meta-analysis of genome-wide association studies.
    Hum Mol Genet. 2008 Oct 15;17(R2):R122-8 PMID: 18852200
  30. APP locus duplication causes autosomal dominant early-onset Alzheimer disease with cerebral amyloid angiopathy.
    Nat Genet. 2006 Jan;38(1):24-6 PMID: 16369530
  31. Beta-amyloid-induced dynamin 1 depletion in hippocampal neurons. A potential mechanism for early cognitive decline in Alzheimer disease.
    J Biol Chem. 2005 Sep 9;280(36):31746-53 PMID: 16002400
  32. AMPH-1/Amphiphysin/Bin1 functions with RME-1/Ehd1 in endocytic recycling.
    Nat Cell Biol. 2009 Dec;11(12):1399-410 PMID: 19915558
  33. 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
  34. Candidate single-nucleotide polymorphisms from a genomewide association study of Alzheimer disease.
    Arch Neurol. 2008 Jan;65(1):45-53 PMID: 17998437
  35. Association of CR1, CLU and PICALM with Alzheimer's disease in a cohort of clinically characterized and neuropathologically verified individuals.
    Hum Mol Genet. 2010 Aug 15;19(16):3295-301 PMID: 20534741
  36. Hippocampal atrophy as a quantitative trait in a genome-wide association study identifying novel susceptibility genes for Alzheimer's disease.
    PLoS One. 2009 Aug 07;4(8):e6501 PMID: 19668339
  37. 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
  38. Role of genes and environments for explaining Alzheimer disease.
    Arch Gen Psychiatry. 2006 Feb;63(2):168-74 PMID: 16461860
  39. Alzheimer's Disease Neuroimaging Initiative biomarkers as quantitative phenotypes: Genetics core aims, progress, and plans.
    Alzheimers Dement. 2010 May;6(3):265-73 PMID: 20451875
  40. Molecular genetics of Alzheimer's disease.
    Ann Med. 1998 Dec;30(6):560-5 PMID: 9920359
  41. Genome-wide association study identifies variants at CLU and CR1 associated with Alzheimer's disease.
    Nat Genet. 2009 Oct;41(10):1094-9 PMID: 19734903
  42. hob1+, the fission yeast homolog of Bin1, is dispensable for endocytosis or actin organization, but required for the response to starvation or genotoxic stress.
    Oncogene. 2003 Feb 6;22(5):637-48 PMID: 12569356
Article Info
Journal
PloS one
Abbr.
PLoS One
ISSN
1932-6203
Published
2011-02-24
Epub
2011-00-24
Pages
e16616
Language
English
Region
United States
NLM ID
101285081
PMCID
PMC3044719
Subset
IM
Grants
NIA NIH HHS · U01 AG024904 · United States
NIA NIH HHS · U19 AG010483 · United States
Analysis Services
Analysis Services

Contact

No. 2 Wenbo Road, Zhangqiu District, Jinan, Shandong

Qilu Normal University · Genelibs Bioinformatics Lab

750 Shunhua Rd, Jinan

2F, Bldg F, University Science Park

Tel: 0531-88819269

WeChat Official Account

Follow our WeChat subscription account for real-time updates and the latest in medical and biological research.


Business Email

E-mail: [email protected]