Human whole genome genotype and transcriptome data for Alzheimer’s and other neurodegenerative diseases
Previous genome-wide association studies (GWAS), conducted by our group and others, have identified loci that harbor risk variants for neurodegenerative diseases, including Alzheimer's disease (AD). Human disease variants are enriched for polymorphisms that affect gene expression, including som...
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Published in | Scientific data Vol. 3; no. 1; p. 160089 |
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Main Authors | , , , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
London
Nature Publishing Group UK
11.10.2016
Nature Publishing Group |
Subjects | |
Online Access | Get full text |
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Summary: | Previous genome-wide association studies (GWAS), conducted by our group and others, have identified loci that harbor risk variants for neurodegenerative diseases, including Alzheimer's disease (AD). Human disease variants are enriched for polymorphisms that affect gene expression, including some that are known to associate with expression changes in the brain. Postulating that many variants confer risk to neurodegenerative disease via transcriptional regulatory mechanisms, we have analyzed gene expression levels in the brain tissue of subjects with AD and related diseases. Herein, we describe our collective datasets comprised of GWAS data from 2,099 subjects; microarray gene expression data from 773 brain samples, 186 of which also have RNAseq; and an independent cohort of 556 brain samples with RNAseq. We expect that these datasets, which are available to all qualified researchers, will enable investigators to explore and identify transcriptional mechanisms contributing to neurodegenerative diseases.
Design Type(s)
disease state design • individual genetic characteristics comparison design
Measurement Type(s)
genetic sequence variation analysis • transcription profiling by array assay
Technology Type(s)
Whole Genome Association Study • RNA-seq assay
Factor Type(s)
regional part of brain • diagnosis
Sample Characteristic(s)
Homo sapiens • cerebellum • temporal cortex
Machine-accessible metadata file describing the reported data
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Bibliography: | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 14 content type line 23 ObjectType-Undefined-3 These authors contributed equally to this work M.A. helped with draft of the manuscript, analyzed data, contributed to the Mayo eGWAS and oversaw the Mayo Pilot RNAseq and Mayo RNAseq studies; M.M.C. helped with draft of manuscript, analyzed data, co-led the Mayo LOAD GWAS, and oversaw the Mayo Pilot RNAseq and Mayo RNAseq studies; C.F. analyzed data for Mayo Pilot RNAseq and Mayo RNAseq; B.D.H. analyzed data for Mayo Pilot RNAseq and Mayo RNAseq; F.Z. analyzed data and oversaw the Mayo eGWAS; C.S.Y. analyzed and databased data for all studies; J.D.B. analyzed data for Mayo eGWAS, Mayo Pilot RNAseq and Mayo RNAseq; H.-S.C. analyzed data for Mayo eGWAS; J.C. provided statistical support; J.A.E. analyzed data for Mayo Pilot RNAseq and Mayo RNAseq; H.L. analyzed data for Mayo Pilot RNAseq and Mayo RNAseq; B.L. architected the data repository, deposited these data into the public portal and manage data dissemination; M.A.P. architected the data repository, deposited these data into the public portal and manage data dissemination; K.K.D architected the data repository, deposited these data into the public portal and manage data dissemination; X.W. analyzed data for Mayo Pilot RNAseq and Mayo RNAseq; D.S. analyzed data for Mayo eGWAS, Mayo Pilot RNAseq and Mayo RNAseq; C.W. analyzed data for Mayo eGWAS; T.N. generated data; S.L. generated data; K.M. generated data; G.B. generated data; M.L. generated data; T.E.G. provided comments for the manuscript; L.M.M. architected the data repository, deposited these data into the public portal and manage data dissemination; Y.A. analyzed data for Mayo Pilot RNAseq and Mayo RNAseq; N.P. oversaw bioinformatics analysis of Mayo Pilot RNAseq and Mayo RNAseq; R.C.P. provided patient material and data; N.R.G.-R. provided patient material and data; D.W.D. provided patient material and data; S.G.Y. analyzed data, designed and led the Mayo GWAS, wrote the manuscript; N.E.-T. analyzed data, designed and led the Mayo eGWAS, Mayo Pilot RNAseq and Mayo RNAseq studies and wrote the manuscript. |
ISSN: | 2052-4463 2052-4463 |
DOI: | 10.1038/sdata.2016.89 |