Home LiteratureArticle Details
PMID: 22722634 Published · ppublish English Journal Article Meta-Analysis Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Novel late-onset Alzheimer disease loci variants associate with brain gene expression.

Neurology ·Vol. 79 ·No. 3 ·2012-07-17 ·Pages 221-8

Allen M, Zou F, Chai HS, Younkin CS, Crook J, Pankratz VS, Carrasquillo MM, Rowley CN, Nair AA, Middha S, Maharjan S, Nguyen T, Ma L, Malphrus KG, Palusak R, Lincoln S, Bisceglio G, Georgescu C, Schultz D, Rakhshan F, Kolbert CP, Jen J, Haines JL, Mayeux R, Pericak-Vance MA, Farrer LA, Schellenberg GD, Petersen RC, Graff-Radford NR, Dickson DW, Younkin SG, Ertekin-Taner N, Alzheimer's Disease Genetics Consortium ADGC, Apostolova LG, Arnold SE, Baldwin CT, Barber R, Barmada MM, Beach T, Beecham GW, Beekly D, Bennett DA, Bigio EH, Bird TD, Blacker D, Boeve BF, Bowen JD, Boxer A, Burke JR, Buros J, Buxbaum JD, Cairns NJ, Cantwell LB, Cao C, Carlson CS, Carney RM, Carroll SL, Chui HC, Clark DG, Corneveaux J, Cotman CW, Crane PK, Cruchaga C, Cummings JL, De Jager PL, DeCarli C, DeKosky ST, Demirci FY, Diaz-Arrastia R, Dick M, Dombroski BA, Duara R, Ellis WD, Evans D, Faber KM, Fallon KB, Farlow MR, Ferris S, Foroud TM, Frosch M, Galasko DR, Gallins PJ, Ganguli M, Gearing M, Geschwind DH, Ghetti B, Gilbert JR, Gilman S, Giordani B, Glass JD, Goate AM, Green RC, Growdon JH, Hakonarson H, Hamilton RL, Hardy J, Harrell LE, Head E, Honig LS, Huentelman MJ, Hulette CM, Hyman BT, Jarvik GP, Jicha GA, Jin LW, Jun G, Kamboh MI, Karlawish J, Karydas A, Kauwe JS, Kaye JA, Kennedy N, Kim R, Koo EH, Kowall NW, Kramer P, Kukull WA, Lah JJ, Larson EB, Levey AI, Lieberman AP, Lopez OL, Lunetta KL, Mack WJ, Marson DC, Martin ER, Martiniuk F, Mash DC, Masliah E, McCormick WC, McCurry SM, McDavid AN, McKee AC, Mesulam M, Miller BL, Miller CA, Miller JW, Montine TJ, Morris JC, Myers AJ, Naj AC, Nowotny P, Parisi JE, Perl DP, Peskind E, Poon WW, Potter H, Quinn JF, Raj A, Rajbhandary RA, Raskind M, Reiman EM, Reisberg B, Reitz C, Ringman JM, Roberson ED, Rogaeva E, Rosenberg RN, Sano M, Saykin AJ, Schneider JA, Schneider LS, Seeley W, Shelanski ML, Slifer MA, Smith CD, Sonnen JA, Spina S, St George-Hyslop P, Stern RA, Tanzi RE, Trojanowski JQ, Troncoso JC, Tsuang DW, Van Deerlin VM, Vardarajan BN, Vinters HV, Vonsattel JP, Wang LS, Weintraub S, Welsh-Bohmer KA, Williamson J, Woltjer RL

Abstract

Recent genome-wide association studies (GWAS) of late-onset Alzheimer disease (LOAD) identified 9 novel risk loci. Discovery of functional variants within genes at these loci is required to confirm their role in Alzheimer disease (AD). Single nucleotide polymorphisms that influence gene expression (eSNPs) constitute an important class of functional variants. We therefore investigated the influence of the novel LOAD risk loci on human brain gene expression. We measured gene expression levels in the cerebellum and temporal cortex of autopsied AD subjects and those with other brain pathologies (∼400 total subjects). To determine whether any of the novel LOAD risk variants are eSNPs, we tested their cis-association with expression of 6 nearby LOAD candidate genes detectable in human brain (ABCA7, BIN1, CLU, MS4A4A, MS4A6A, PICALM) and an additional 13 genes ±100 kb of these SNPs. To identify additional eSNPs that influence brain gene expression levels of the novel candidate LOAD genes, we identified SNPs ±100 kb of their location and tested for cis-associations. CLU rs11136000 (p = 7.81 × 10(-4)) and MS4A4A rs2304933/rs2304935 (p = 1.48 × 10(-4)-1.86 × 10(-4)) significantly influence temporal cortex expression levels of these genes. The LOAD-protective CLU and risky MS4A4A locus alleles associate with higher brain levels of these genes. There are other cis-variants that significantly influence brain expression of CLU and ABCA7 (p = 4.01 × 10(-5)-9.09 × 10(-9)), some of which also associate with AD risk (p = 2.64 × 10(-2)-6.25 × 10(-5)). CLU and MS4A4A eSNPs may at least partly explain the LOAD risk association at these loci. CLU and ABCA7 may harbor additional strong eSNPs. These results have implications in the search for functional variants at the novel LOAD risk loci.

MeSH Terms
Aged Alleles Alzheimer Disease/genetics Apolipoprotein E4/genetics Autopsy Brain Chemistry/genetics Female Gene Dosage Gene Expression/physiology Genetic Predisposition to Disease Genotype Humans Linear Models Male Polymorphism, Single Nucleotide RNA/genetics,isolation & purification Risk Factors Temporal Lobe/metabolism
Chemicals
Apolipoprotein E4 RNA
Authors & Affiliations
183 authors, click to expand affiliations / ORCID
Allen Mariet
Department of Neuroscience, Biostatistics Unit, Mayo Clinic Florida, Jacksonville, FL, USA.
Zou Fanggeng
Chai High Seng
Younkin Curtis S
Crook Julia
Pankratz V Shane
Carrasquillo Minerva M
Rowley Christopher N
Nair Asha A
Middha Sumit
Maharjan Sooraj
Nguyen Thuy
Ma Li
Malphrus Kimberly G
Palusak Ryan
Lincoln Sarah
Bisceglio Gina
Georgescu Constantin
Schultz Debra
Rakhshan Fariborz
Kolbert Christopher P
Jen Jin
Haines Jonathan L
Mayeux Richard
Pericak-Vance Margaret A
Farrer Lindsay A
Schellenberg Gerard D
Petersen Ronald C
Graff-Radford Neill R
Dickson Dennis W
Younkin Steven G
Ertekin-Taner Nilüfer
Alzheimer's Disease Genetics Consortium (ADGC)
Apostolova Liana G
Arnold Steven E
Baldwin Clinton T
Barber Robert
Barmada Michael M
Beach Thomas
Beecham Gary W
Beekly Duane
Bennett David A
Bigio Eileen H
Bird Thomas D
Blacker Deborah
Boeve Bradley F
Bowen James D
Boxer Adam
Burke James R
Buros Jacqueline
Buxbaum Joseph D
Cairns Nigel J
Cantwell Laura B
Cao Chuanhai
Carlson Chris S
Carney Regina M
Carroll Steven L
Chui Helena C
Clark David G
Corneveaux Jason
Cotman Carl W
Crane Paul K
Cruchaga Carlos
Cummings Jeffrey L
De Jager Philip L
DeCarli Charles
DeKosky Steven T
Demirci F Yesim
Diaz-Arrastia Ramon
Dick Malcolm
Dombroski Beth A
Duara Ranjan
Ellis William D
Evans Denis
Faber Kelley M
Fallon Kenneth B
Farlow Martin R
Ferris Steven
Foroud Tatiana M
Frosch Matthew
Galasko Douglas R
Gallins Paul J
Ganguli Mary
Gearing Marla
Geschwind Daniel H
Ghetti Bernardino
Gilbert John R
Gilman Sid
Giordani Bruno
Glass Jonathan D
Goate Alison M
Green Robert C
Growdon John H
Hakonarson Hakon
Hamilton Ronald L
Hardy John
Harrell Lindy E
Head Elizabeth
Honig Lawrence S
Huentelman Matthew J
Hulette Christine M
Hyman Bradley T
Jarvik Gail P
Jicha Gregory A
Jin Lee-Way
Jun Gyungah
Kamboh M Ilyas
Karlawish Jason
Karydas Anna
Kauwe John S K
Kaye Jeffrey A
Kennedy Nancy
Kim Ronald
Koo Edward H
Kowall Neil W
Kramer Patricia
Kukull Walter A
Lah James J
Larson Eric B
Levey Allan I
Lieberman Andrew P
Lopez Oscar L
Lunetta Kathryn L
Mack Wendy J
Marson Daniel C
Martin Eden R
Martiniuk Frank
Mash Deborah C
Masliah Eliezer
McCormick Wayne C
McCurry Susan M
McDavid Andrew N
McKee Ann C
Mesulam Marsel
Miller Bruce L
Miller Carol A
Miller Joshua W
Montine Thomas J
Morris John C
Myers Amanda J
Naj Adam C
Nowotny Petra
Parisi Joseph E
Perl Daniel P
Peskind Elaine
Poon Wayne W
Potter Huntington
Quinn Joseph F
Raj Ashok
Rajbhandary Ruchita A
Raskind Murray
Reiman Eric M
Reisberg Barry
Reitz Christiane
Ringman John M
Roberson Erik D
Rogaeva Ekaterina
Rosenberg Roger N
Sano Mary
Saykin Andrew J
Schneider Julie A
Schneider Lon S
Seeley William
Shelanski Michael L
Slifer Michael A
Smith Charles D
Sonnen Joshua A
Spina Salvatore
St George-Hyslop Peter
Stern Robert A
Tanzi Rudolph E
Trojanowski John Q
Troncoso Juan C
Tsuang Debby W
Van Deerlin Vivianna M
Vardarajan Badri Narayan
Vinters Harry V
Vonsattel Jean Paul
Wang Li-San
Weintraub Sandra
Welsh-Bohmer Kathleen A
Williamson Jennifer
Woltjer Randall L
References (29)
29 references, click to expand
  1. Genetics of gene expression and its effect on disease.
    Nature. 2008 Mar 27;452(7186):423-8 PMID: 18344981
  2. Common variants at MS4A4/MS4A6E, CD2AP, CD33 and EPHA1 are associated with late-onset Alzheimer's disease.
    Nat Genet. 2011 May;43(5):436-41 PMID: 21460841
  3. ABCA7, a molecule with unknown function.
    FEBS Lett. 2006 Feb 13;580(4):1178-82 PMID: 16376881
  4. Genetic mapping in human disease.
    Science. 2008 Nov 7;322(5903):881-8 PMID: 18988837
  5. Concordant association of insulin degrading enzyme gene (IDE) variants with IDE mRNA, Abeta, and Alzheimer's disease.
    PLoS One. 2010 Jan 19;5(1):e8764 PMID: 20098734
  6. Meta-analysis confirms CR1, CLU, and PICALM as alzheimer disease risk loci and reveals interactions with APOE genotypes.
    Arch Neurol. 2010 Dec;67(12):1473-84 PMID: 20697030
  7. Discovery of expression QTLs using large-scale transcriptional profiling in human lymphocytes.
    Nat Genet. 2007 Oct;39(10):1208-16 PMID: 17873875
  8. 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
  9. Principal components analysis corrects for stratification in genome-wide association studies.
    Nat Genet. 2006 Aug;38(8):904-9 PMID: 16862161
  10. Finding the missing heritability of complex diseases.
    Nature. 2009 Oct 8;461(7265):747-53 PMID: 19812666
  11. A survey of genetic human cortical gene expression.
    Nat Genet. 2007 Dec;39(12):1494-9 PMID: 17982457
  12. Structural organization of the human MS4A gene cluster on Chromosome 11q12.
    Immunogenetics. 2001 Jul;53(5):357-68 PMID: 11486273
  13. Common variants at ABCA7, MS4A6A/MS4A4E, EPHA1, CD33 and CD2AP are associated with Alzheimer's disease.
    Nat Genet. 2011 May;43(5):429-35 PMID: 21460840
  14. 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
  15. Posttranscriptional regulation of human ABCA7 and its function for the apoA-I-dependent lipid release.
    Biochem Biophys Res Commun. 2003 Nov 14;311(2):313-8 PMID: 14592415
  16. Clusterin: a forgotten player in Alzheimer's disease.
    Brain Res Rev. 2009 Oct;61(2):89-104 PMID: 19651157
  17. Gene expression endophenotypes: a novel approach for gene discovery in Alzheimer's disease.
    Mol Neurodegener. 2011 May 14;6:31 PMID: 21569597
  18. ATP-binding cassette transporter A7 enhances phagocytosis of apoptotic cells and associated ERK signaling in macrophages.
    J Cell Biol. 2006 Aug 14;174(4):547-56 PMID: 16908670
  19. Gene expression levels as endophenotypes in genome-wide association studies of Alzheimer disease.
    Neurology. 2010 Feb 9;74(6):480-6 PMID: 20142614
  20. Genetics of Alzheimer disease in the pre- and post-GWAS era.
    Alzheimers Res Ther. 2010 Mar 05;2(1):3 PMID: 20236449
  21. Population genomics of human gene expression.
    Nat Genet. 2007 Oct;39(10):1217-24 PMID: 17873874
  22. ATP-binding cassette transporter A7 regulates processing of amyloid precursor protein in vitro.
    J Neurochem. 2008 Jul;106(2):793-804 PMID: 18429932
  23. Genetic variation in PCDH11X is associated with susceptibility to late-onset Alzheimer's disease.
    Nat Genet. 2009 Feb;41(2):192-8 PMID: 19136949
  24. METAL: fast and efficient meta-analysis of genomewide association scans.
    Bioinformatics. 2010 Sep 1;26(17):2190-1 PMID: 20616382
  25. Genome-wide analysis of genetic loci associated with Alzheimer disease.
    JAMA. 2010 May 12;303(18):1832-40 PMID: 20460622
  26. A genome-wide association study of global gene expression.
    Nat Genet. 2007 Oct;39(10):1202-7 PMID: 17873877
  27. Clinical diagnosis of Alzheimer's disease: report of the NINCDS-ADRDA Work Group under the auspices of Department of Health and Human Services Task Force on Alzheimer's Disease.
    Neurology. 1984 Jul;34(7):939-44 PMID: 6610841
  28. 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
  29. Mapping the genetic architecture of gene expression in human liver.
    PLoS Biol. 2008 May 6;6(5):e107 PMID: 18462017
Article Info
Journal
Neurology
Abbr.
Neurology
ISSN
1526-632X
Published
2012-07-17
Epub
2012-00-20
Pages
221-8
Language
English
Region
United States
NLM ID
0401060
PMCID
PMC3398432
Subset
IM
Grants
NIA NIH HHS · U01 AG006576 · United States
NHGRI NIH HHS · U01 HG006375 · United States
NIA NIH HHS · R01 AG018023 · United States
NIA NIH HHS · U01 AG032984 · United States
NIA NIH HHS · U01 AG016976 · United States
NIA NIH HHS · P30 AG012300 · United States
NIA NIH HHS · R01 AG032990 · United States
NIA NIH HHS · R01 AG041797 · United States
NIA NIH HHS · AG017216 · United States
PHS HHS · R01 032990 · United States
NCRR NIH HHS · KL2 RR024151 · United States
NIA NIH HHS · U24 AG021886 · United States
NIA NIH HHS · AG003949 · United States
NIA NIH HHS · P50 AG016574 · United States
NIA NIH HHS · P30 AG013846 · United States
NIA NIH HHS · U24 AG056270 · United States
NIA NIH HHS · AG025711 · United States
Corrections
CommentIn
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: product@genelibs.com