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Brain expression genome-wide association study (eGWAS) identifies human disease-associated variants.

TitleBrain expression genome-wide association study (eGWAS) identifies human disease-associated variants.
Publication TypeJournal Article
Year of Publication2012
AuthorsZou, F, Chai, HSeng, Younkin, CS, Allen, M, Crook, J, V Pankratz, S, Carrasquillo, MM, Rowley, CN, Nair, AA, Middha, S, Maharjan, S, Nguyen, T, Ma, L, Malphrus, KG, Palusak, R, Lincoln, S, Bisceglio, G, Georgescu, C, Kouri, N, 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
Corporate AuthorsAlzheimer's Disease Genetics Consortium
JournalPLoS Genet
Volume8
Issue6
Paginatione1002707
Date Published2012
ISSN1553-7404
KeywordsAlzheimer Disease, Autopsy, Gene Expression Regulation, Genetic Predisposition to Disease, Genome-Wide Association Study, Genotype, Humans, Polymorphism, Single Nucleotide, RNA, Temporal Lobe
Abstract

Genetic variants that modify brain gene expression may also influence risk for human diseases. We measured expression levels of 24,526 transcripts in brain samples from the cerebellum and temporal cortex of autopsied subjects with Alzheimer's disease (AD, cerebellar n=197, temporal cortex n=202) and with other brain pathologies (non-AD, cerebellar n=177, temporal cortex n=197). We conducted an expression genome-wide association study (eGWAS) using 213,528 cisSNPs within ± 100 kb of the tested transcripts. We identified 2,980 cerebellar cisSNP/transcript level associations (2,596 unique cisSNPs) significant in both ADs and non-ADs (q<0.05, p=7.70 × 10(-5)-1.67 × 10(-82)). Of these, 2,089 were also significant in the temporal cortex (p=1.85 × 10(-5)-1.70 × 10(-141)). The top cerebellar cisSNPs had 2.4-fold enrichment for human disease-associated variants (p<10(-6)). We identified novel cisSNP/transcript associations for human disease-associated variants, including progressive supranuclear palsy SLCO1A2/rs11568563, Parkinson's disease (PD) MMRN1/rs6532197, Paget's disease OPTN/rs1561570; and we confirmed others, including PD MAPT/rs242557, systemic lupus erythematosus and ulcerative colitis IRF5/rs4728142, and type 1 diabetes mellitus RPS26/rs1701704. In our eGWAS, there was 2.9-3.3 fold enrichment (p<10(-6)) of significant cisSNPs with suggestive AD-risk association (p<10(-3)) in the Alzheimer's Disease Genetics Consortium GWAS. These results demonstrate the significant contributions of genetic factors to human brain gene expression, which are reliably detected across different brain regions and pathologies. The significant enrichment of brain cisSNPs among disease-associated variants advocates gene expression changes as a mechanism for many central nervous system (CNS) and non-CNS diseases. Combined assessment of expression and disease GWAS may provide complementary information in discovery of human disease variants with functional implications. Our findings have implications for the design and interpretation of eGWAS in general and the use of brain expression quantitative trait loci in the study of human disease genetics.

DOI10.1371/journal.pgen.1002707
Alternate JournalPLoS Genet.
PubMed ID22685416
PubMed Central IDPMC3369937
Grant ListP30 AG013854 / AG / NIA NIH HHS / United States
UL1 TR000117 / TR / NCATS NIH HHS / United States
P50 MH060451 / MH / NIMH NIH HHS / United States
K01 AG030514 / AG / NIA NIH HHS / United States
U01 AG006576 / AG / NIA NIH HHS / United States
R01 AG040770 / AG / NIA NIH HHS / United States
P30 AG010124 / AG / NIA NIH HHS / United States
P50 AG023501 / AG / NIA NIH HHS / United States
R01 AG17917 / AG / NIA NIH HHS / United States
U01 HG006375 / HG / NHGRI NIH HHS / United States
M01 RR000096 / RR / NCRR NIH HHS / United States
RC2 AG036528 / AG / NIA NIH HHS / United States
P30 AG028377 / AG / NIA NIH HHS / United States
P50 AG008671 / AG / NIA NIH HHS / United States
P50 AG005142 / AG / NIA NIH HHS / United States
U01 AG10483 / AG / NIA NIH HHS / United States
T32 GM007754 / GM / NIGMS NIH HHS / United States
P30 AG10133 / AG / NIA NIH HHS / United States
R01 AG009029 / AG / NIA NIH HHS / United States
P50 AG005131 / AG / NIA NIH HHS / United States
P50 AG005128 / AG / NIA NIH HHS / United States
P30 AG010133 / AG / NIA NIH HHS / United States
U24 AG021886 / AG / NIA NIH HHS / United States
K23 AG034550 / AG / NIA NIH HHS / United States
MR/K01417X/1 / / Medical Research Council / United Kingdom
R01 AG031581 / AG / NIA NIH HHS / United States
AG003949 / AG / NIA NIH HHS / United States
P50 AG016574 / AG / NIA NIH HHS / United States
P50 AG005146 / AG / NIA NIH HHS / United States
P01 AG017586 / AG / NIA NIH HHS / United States
P50 AG016577 / AG / NIA NIH HHS / United States
G0701075 / / Medical Research Council / United Kingdom
R01 AG019085 / AG / NIA NIH HHS / United States
U01 AG032984 / AG / NIA NIH HHS / United States
R01 AG030146 / AG / NIA NIH HHS / United States
U01 AG024904 / AG / NIA NIH HHS / United States
R01 HG02213 / HG / NHGRI NIH HHS / United States
U19 AG010483 / AG / NIA NIH HHS / United States
P50 AG008702 / AG / NIA NIH HHS / United States
UL1 RR029893 / RR / NCRR NIH HHS / United States
P50 AG016575 / AG / NIA NIH HHS / United States
U01 AG016976 / AG / NIA NIH HHS / United States
P50 NS039764 / NS / NINDS NIH HHS / United States
P01 AG003991 / AG / NIA NIH HHS / United States
P30 AG008051 / AG / NIA NIH HHS / United States
P50 AG005681 / AG / NIA NIH HHS / United States
P30 AG013846 / AG / NIA NIH HHS / United States
AG025711 / AG / NIA NIH HHS / United States
R01 AG017917 / AG / NIA NIH HHS / United States
UO1 HG004610 / HG / NHGRI NIH HHS / United States
R01 MH080295 / MH / NIMH NIH HHS / United States
P01 AG03991 / AG / NIA NIH HHS / United States
R01 AG026390 / AG / NIA NIH HHS / United States
KL2 RR024151 / RR / NCRR NIH HHS / United States
RC2 AG036535 / AG / NIA NIH HHS / United States
P50 AG005136 / AG / NIA NIH HHS / United States
AG010491 / AG / NIA NIH HHS / United States
P30 AG08051 / AG / NIA NIH HHS / United States
P30 AG012300 / AG / NIA NIH HHS / United States
089703 / / Wellcome Trust / United Kingdom
P50 AG016573 / AG / NIA NIH HHS / United States
P01 AG019724 / AG / NIA NIH HHS / United States
P50 AG016570 / AG / NIA NIH HHS / United States
P50 AG005134 / AG / NIA NIH HHS / United States
P30 AG008017 / AG / NIA NIH HHS / United States
/ / Canadian Institutes of Health Research / Canada
P30 AG010161 / AG / NIA NIH HHS / United States
R01 AG15819 / AG / NIA NIH HHS / United States
U24 AG026390 / AG / NIA NIH HHS / United States
K24 AG027841 / AG / NIA NIH HHS / United States
UO1 AG06781 / AG / NIA NIH HHS / United States
AG030653 / AG / NIA NIH HHS / United States
AG025688 / AG / NIA NIH HHS / United States
AG027944 / AG / NIA NIH HHS / United States
P50 AG025688 / AG / NIA NIH HHS / United States
R01 AG032990 / AG / NIA NIH HHS / United States
AG17586 / AG / NIA NIH HHS / United States
R37 AG015473 / AG / NIA NIH HHS / United States
U24 AG026395 / AG / NIA NIH HHS / United States
R01 CA129769 / CA / NCI NIH HHS / United States
P50 AG005133 / AG / NIA NIH HHS / United States
U01 AG010483 / AG / NIA NIH HHS / United States
P01 AG002219 / AG / NIA NIH HHS / United States
U01 AG006781 / AG / NIA NIH HHS / United States
/ / Howard Hughes Medical Institute / United States
P50 AG005144 / AG / NIA NIH HHS / United States
P30 AG1961 / AG / NIA NIH HHS / United States
P01 AG010491 / AG / NIA NIH HHS / United States
R01 HG002213 / HG / NHGRI NIH HHS / United States
R01 AG021547 / AG / NIA NIH HHS / United States
P50 AG005138 / AG / NIA NIH HHS / United States
R01 AG019757 / AG / NIA NIH HHS / United States
R01 AG020688 / AG / NIA NIH HHS / United States
AG017216 / AG / NIA NIH HHS / United States
R01 AG030653 / AG / NIA NIH HHS / United States
R01 AG027944 / AG / NIA NIH HHS / United States
R01 AG30146 / AG / NIA NIH HHS / United States
R01 AG017173 / AG / NIA NIH HHS / United States
R01 AG025259 / AG / NIA NIH HHS / United States
P01 AG003949 / AG / NIA NIH HHS / United States
U24 NS072026 / NS / NINDS NIH HHS / United States
U01 HG004610 / HG / NHGRI NIH HHS / United States
P30 AG010129 / AG / NIA NIH HHS / United States
P30 AG019610 / AG / NIA NIH HHS / United States
P50 AG016582 / AG / NIA NIH HHS / United States
P50 AG025711 / AG / NIA NIH HHS / United States
UL1 TR001998 / TR / NCATS NIH HHS / United States
R01 032990 / / PHS HHS / United States
P50 AG016576 / AG / NIA NIH HHS / United States
P30 AG028383 / AG / NIA NIH HHS / United States
P01 AG017216 / AG / NIA NIH HHS / United States
AG019757 / AG / NIA NIH HHS / United States
MO1RR00096 / RR / NCRR NIH HHS / United States
R01 AG026916 / AG / NIA NIH HHS / United States
081864 / / Wellcome Trust / United Kingdom
/ / Wellcome Trust / United Kingdom
G0901254 / / Medical Research Council / United Kingdom
R01 NS059873 / NS / NINDS NIH HHS / United States
AG021547 / AG / NIA NIH HHS / United States
R01 AG018023 / AG / NIA NIH HHS / United States
UL1RR02777 / RR / NCRR NIH HHS / United States
R01 AG015819 / AG / NIA NIH HHS / United States
MC_G1000734 / / Medical Research Council / United Kingdom