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PMID: 20932310 Published · epublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Genome-wide association reveals genetic effects on human Aβ42 and τ protein levels in cerebrospinal fluids: a case control study.

BMC neurology ·Vol. 10 ·2010-10-08 ·Pages 90

Han MR, Schellenberg GD, Wang LS, Alzheimer's Disease Neuroimaging Initiative

Abstract

Alzheimer's disease (AD) is common and highly heritable with many genes and gene variants associated with AD in one or more studies, including APOE ε2/ε3/ε4. However, the genetic backgrounds for normal cognition, mild cognitive impairment (MCI) and AD in terms of changes in cerebrospinal fluid (CSF) levels of Aβ1-42, T-tau, and P-tau181P, have not been clearly delineated. We carried out a genome-wide association study (GWAS) in order to better define the genetic backgrounds to these three states in relation to CSF levels. Subjects were participants in the Alzheimer's Disease Neuroimaging Initiative (ADNI). The GWAS dataset consisted of 818 participants (mainly Caucasian) genotyped using the Illumina Human Genome 610 Quad BeadChips. This sample included 410 subjects (119 Normal, 115 MCI and 176 AD) with measurements of CSF Aβ1-42, T-tau, and P-tau181P Levels. We used PLINK to find genetic associations with the three CSF biomarker levels. Association of each of the 498,205 SNPs was tested using additive, dominant, and general association models while considering APOE genotype and age. Finally, an effort was made to better identify relevant biochemical pathways for associated genes using the ALIGATOR software. We found that there were some associations with APOE genotype although CSF levels were about the same for each subject group; CSF Aβ1-42 levels decreased with APOE gene dose for each subject group. T-tau levels tended to be higher among AD cases than among normal subjects. From adjusted result using APOE genotype and age as covariates, no SNP was associated with CSF levels among AD subjects. CYP19A1 'aromatase' (rs2899472), NCAM2, and multiple SNPs located on chromosome 10 near the ARL5B gene demonstrated the strongest associations with Aβ1-42 in normal subjects. Two genes found to be near the top SNPs, CYP19A1 (rs2899472, p = 1.90 × 10(-7)) and NCAM2 (rs1022442, p = 2.75 × 10(-7)) have been reported as genetic factors related to the progression of AD from previous studies. In AD subjects, APOE ε2/ε3 and ε2/ε4 genotypes were associated with elevated T-tau levels and ε4/ε4 genotype was associated with elevated T-tau and P-tau181P levels. Pathway analysis detected several biological pathways implicated in Normal with CSF β-amyloid peptide (Aβ1-42). Our genome-wide association analysis identified several SNPs as important factors for CSF biomarker. We also provide new evidence for additional candidate genetic risk factors from pathway analysis that can be tested in further studies.

MeSH Terms
Aged Alzheimer Disease/cerebrospinal fluid,genetics Amyloid beta-Peptides/cerebrospinal fluid,genetics Apolipoproteins E/genetics Biomarkers/cerebrospinal fluid Case-Control Studies Female Genetic Predisposition to Disease/genetics Genome-Wide Association Study Genotype Humans Male Peptide Fragments/cerebrospinal fluid,genetics Polymorphism, Single Nucleotide tau Proteins/cerebrospinal fluid,genetics
Chemicals
Amyloid beta-Peptides Apolipoproteins E Biomarkers Peptide Fragments amyloid beta-protein (1-42) tau Proteins
Authors & Affiliations
4 authors, click to expand affiliations / ORCID
Han Mi-Ryung
Department of Pathology and Laboratory Medicine, University of Pennsylvania, Philadelphia, PA 19104, USA.
Schellenberg Gerard D
Wang Li-San
Alzheimer's Disease Neuroimaging Initiative
References (48)
48 references, click to expand
  1. Association between CSF biomarkers and incipient Alzheimer's disease in patients with mild cognitive impairment: a follow-up study.
    Lancet Neurol. 2006 Mar;5(3):228-34 PMID: 16488378
  2. APOE epsilon 4 lowers age at onset and is a high risk factor for Alzheimer's disease; a case control study from central Norway.
    BMC Neurol. 2008 Apr 16;8:9 PMID: 18416843
  3. 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
  4. Cerebrospinal fluid biomarker signature in Alzheimer's disease neuroimaging initiative subjects.
    Ann Neurol. 2009 Apr;65(4):403-13 PMID: 19296504
  5. The DYRK1A gene, encoded in chromosome 21 Down syndrome critical region, bridges between beta-amyloid production and tau phosphorylation in Alzheimer disease.
    Hum Mol Genet. 2007 Jan 1;16(1):15-23 PMID: 17135279
  6. CSF biomarkers for mild cognitive impairment and early Alzheimer's disease.
    Clin Neurol Neurosurg. 2005 Apr;107(3):165-73 PMID: 15823670
  7. Chromosome-wide mapping of estrogen receptor binding reveals long-range regulation requiring the forkhead protein FoxA1.
    Cell. 2005 Jul 15;122(1):33-43 PMID: 16009131
  8. Cerebrospinal fluid markers for prediction of Alzheimer's disease.
    Neurosci Lett. 2003 Nov 27;352(1):67-9 PMID: 14615052
  9. 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
  10. Identification of new putative susceptibility genes for several psychiatric disorders by association analysis of regulatory and non-synonymous SNPs of 306 genes involved in neurotransmission and neurodevelopment.
    Am J Med Genet B Neuropsychiatr Genet. 2009 Sep 5;150B(6):808-16 PMID: 19086053
  11. Neurotrophic and neurotoxic effects of amyloid beta protein: reversal by tachykinin neuropeptides.
    Science. 1990 Oct 12;250(4978):279-82 PMID: 2218531
  12. Molecular diagnosis of autosomal dominant early onset Alzheimer's disease: an update.
    J Med Genet. 2005 Oct;42(10):793-5 PMID: 16033913
  13. The association between genetic variants in SORL1 and Alzheimer disease in an urban, multiethnic, community-based cohort.
    Arch Neurol. 2007 Apr;64(4):501-6 PMID: 17420311
  14. Tissue-specific genetic control of splicing: implications for the study of complex traits.
    PLoS Biol. 2008 Dec 23;6(12):e1 PMID: 19222302
  15. Classification and prediction of clinical Alzheimer's diagnosis based on plasma signaling proteins.
    Nat Med. 2007 Nov;13(11):1359-62 PMID: 17934472
  16. The evolutionary origin of the mammalian isocortex: towards an integrated developmental and functional approach.
    Behav Brain Sci. 2003 Oct;26(5):535-52; discussion 552-85 PMID: 15179935
  17. Alzheimer's disease.
    N Engl J Med. 2010 Jan 28;362(4):329-44 PMID: 20107219
  18. CSF biomarkers and incipient Alzheimer disease in patients with mild cognitive impairment.
    JAMA. 2009 Jul 22;302(4):385-93 PMID: 19622817
  19. Cerebrospinal fluid biomarkers for disease stage and intensity in cognitively impaired patients.
    Neurosci Lett. 2003 Mar 20;339(2):99-102 PMID: 12614904
  20. Neuronal LR11/sorLA expression is reduced in mild cognitive impairment.
    Ann Neurol. 2007 Dec;62(6):640-7 PMID: 17721864
  21. GAB2 alleles modify Alzheimer's risk in APOE epsilon4 carriers.
    Neuron. 2007 Jun 7;54(5):713-20 PMID: 17553421
  22. The Alzheimer's disease neuroimaging initiative.
    Neuroimaging Clin N Am. 2005 Nov;15(4):869-77, xi-xii PMID: 16443497
  23. Abundant quantitative trait loci exist for DNA methylation and gene expression in human brain.
    PLoS Genet. 2010 May 13;6(5):e1000952 PMID: 20485568
  24. Targeted screening of cis-regulatory variation in human haplotypes.
    Genome Res. 2009 Jan;19(1):118-27 PMID: 18971308
  25. Population genomics of human gene expression.
    Nat Genet. 2007 Oct;39(10):1217-24 PMID: 17873874
  26. Common genetic variation within the low-density lipoprotein receptor-related protein 6 and late-onset Alzheimer's disease.
    Proc Natl Acad Sci U S A. 2007 May 29;104(22):9434-9 PMID: 17517621
  27. DAPK1 variants are associated with Alzheimer's disease and allele-specific expression.
    Hum Mol Genet. 2006 Sep 1;15(17):2560-8 PMID: 16847012
  28. Family-based association between Alzheimer's disease and variants in UBQLN1.
    N Engl J Med. 2005 Mar 3;352(9):884-94 PMID: 15745979
  29. A genome-wide association study of global gene expression.
    Nat Genet. 2007 Oct;39(10):1202-7 PMID: 17873877
  30. Time-controlled transcardiac perfusion cross-linking for the study of protein interactions in complex tissues.
    Nat Biotechnol. 2004 Jun;22(6):724-31 PMID: 15146195
  31. 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
  32. Population structure and eigenanalysis.
    PLoS Genet. 2006 Dec;2(12):e190 PMID: 17194218
  33. No association of CSF biomarkers with APOEepsilon4, plaque and tangle burden in definite Alzheimer's disease.
    Brain. 2007 Sep;130(Pt 9):2320-6 PMID: 17586559
  34. Comprehensive analysis of APOE and selected proximate markers for late-onset Alzheimer's disease: patterns of linkage disequilibrium and disease/marker association.
    Genomics. 2007 Jun;89(6):655-65 PMID: 17434289
  35. CYP19 haplotypes increase risk for Alzheimer's disease.
    J Med Genet. 2006 Aug;43(8):e42 PMID: 16882736
  36. 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
  37. Candidate single-nucleotide polymorphisms from a genomewide association study of Alzheimer disease.
    Arch Neurol. 2008 Jan;65(1):45-53 PMID: 17998437
  38. Cloning of a novel human neural cell adhesion molecule gene (NCAM2) that maps to chromosome region 21q21 and is potentially involved in Down syndrome.
    Genomics. 1997 Jul 1;43(1):43-51 PMID: 9226371
  39. Gene ontology analysis of GWA study data sets provides insights into the biology of bipolar disorder.
    Am J Hum Genet. 2009 Jul;85(1):13-24 PMID: 19539887
  40. A TOMM40 variable-length polymorphism predicts the age of late-onset Alzheimer's disease.
    Pharmacogenomics J. 2010 Oct;10(5):375-84 PMID: 20029386
  41. Principal components analysis corrects for stratification in genome-wide association studies.
    Nat Genet. 2006 Aug;38(8):904-9 PMID: 16862161
  42. The neuronal sortilin-related receptor SORL1 is genetically associated with Alzheimer disease.
    Nat Genet. 2007 Feb;39(2):168-77 PMID: 17220890
  43. Systematic meta-analyses of Alzheimer disease genetic association studies: the AlzGene database.
    Nat Genet. 2007 Jan;39(1):17-23 PMID: 17192785
  44. 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
  45. 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
  46. Role of genes and environments for explaining Alzheimer disease.
    Arch Gen Psychiatry. 2006 Feb;63(2):168-74 PMID: 16461860
  47. Gender-specific association of ATP-binding cassette transporter 1 (ABCA1) polymorphisms with the risk of late-onset Alzheimer's disease.
    Neurobiol Aging. 2007 Jun;28(6):856-62 PMID: 16725228
  48. Genetic study of familial cases of Alzheimer's disease.
    Acta Biochim Pol. 2004;51(1):245-52 PMID: 15094846
Article Info
Journal
BMC neurology
Abbr.
BMC Neurol
ISSN
1471-2377
Published
2010-10-08
Epub
2010-00-08
Pages
90
Language
English
Region
England
NLM ID
100968555
PMCID
PMC2964649
Subset
IM
Grants
NIA NIH HHS · P30 AG010129 · United States
NIA NIH HHS · U24 AG021886 · United States
NIA NIH HHS · U19 AG010483 · United States
NIA NIH HHS · U01 AG024904 · United States
NIA NIH HHS · RC2-AG036528-01 · United States
NIA NIH HHS · K01 AG030514 · United States
NIA NIH HHS · U01 AG032984-01 · United States
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