Home LiteratureArticle Details
PMID: 20707912 Published · epublish English Journal Article

Genetic validation of whole-transcriptome sequencing for mapping expression affected by cis-regulatory variation.

BMC genomics ·Vol. 11 ·2010-08-13 ·Pages 473

Babak T, Garrett-Engele P, Armour CD, Raymond CK, Keller MP, Chen R, Rohl CA, Johnson JM, Attie AD, Fraser HB, Schadt EE

Abstract

Identifying associations between genotypes and gene expression levels using microarrays has enabled systematic interrogation of regulatory variation underlying complex phenotypes. This approach has vast potential for functional characterization of disease states, but its prohibitive cost, given hundreds to thousands of individual samples from populations have to be genotyped and expression profiled, has limited its widespread application. Here we demonstrate that genomic regions with allele-specific expression (ASE) detected by sequencing cDNA are highly enriched for cis-acting expression quantitative trait loci (cis-eQTL) identified by profiling of 500 animals in parallel, with up to 90% agreement on the allele that is preferentially expressed. We also observed widespread noncoding and antisense ASE and identified several allele-specific alternative splicing variants. Monitoring ASE by sequencing cDNA from as little as one sample is a practical alternative to expression genetics for mapping cis-acting variation that regulates RNA transcription and processing.

MeSH Terms
Alleles Alternative Splicing Animals Antisense Elements (Genetics)/genetics Gene Expression Gene Expression Profiling/methods Genetic Variation Mice Oligonucleotide Array Sequence Analysis Quantitative Trait Loci RNA, Untranslated/genetics Sequence Analysis, DNA/methods Transcription, Genetic
Chemicals
Antisense Elements (Genetics) RNA, Untranslated
Authors & Affiliations
11 authors, click to expand affiliations / ORCID
Babak Tomas
Rosetta Inpharmatics, LLC, 401 Terry Ave N, Seattle, WA 98109, USA.
Garrett-Engele Philip
Armour Christopher D
Raymond Christopher K
Keller Mark P
Chen Ronghua
Rohl Carol A
Johnson Jason M
Attie Alan D
Fraser Hunter B
Schadt Eric E
References (30)
30 references, click to expand
  1. Antisense transcription in the mammalian transcriptome.
    Science. 2005 Sep 2;309(5740):1564-6 PMID: 16141073
  2. NCBI reference sequences (RefSeq): a curated non-redundant sequence database of genomes, transcripts and proteins.
    Nucleic Acids Res. 2007 Jan;35(Database issue):D61-5 PMID: 17130148
  3. Alpha-Ketoisocaproate-induced hypersecretion of insulin by islets from diabetes-susceptible mice.
    Am J Physiol Endocrinol Metab. 2005 Aug;289(2):E218-24 PMID: 15741243
  4. Global survey of genomic imprinting by transcriptome sequencing.
    Curr Biol. 2008 Nov 25;18(22):1735-41 PMID: 19026546
  5. Widespread bidirectional promoters are the major source of cryptic transcripts in yeast.
    Nature. 2009 Feb 19;457(7232):1038-42 PMID: 19169244
  6. Allele-specific expression assays using Solexa.
    BMC Genomics. 2009 Sep 09;10:422 PMID: 19740431
  7. A sequence-based variation map of 8.27 million SNPs in inbred mouse strains.
    Nature. 2007 Aug 30;448(7157):1050-3 PMID: 17660834
  8. The Functional RNA Database 3.0: databases to support mining and annotation of functional RNAs.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D89-92 PMID: 18948287
  9. Ensembl 2009.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D690-7 PMID: 19033362
  10. A simple regression method for mapping quantitative trait loci in line crosses using flanking markers.
    Heredity (Edinb). 1992 Oct;69(4):315-24 PMID: 16718932
  11. Widespread occurrence of antisense transcription in the human genome.
    Nat Biotechnol. 2003 Apr;21(4):379-86 PMID: 12640466
  12. Common polymorphic transcript variation in human disease.
    Genome Res. 2009 Apr;19(4):567-75 PMID: 19189928
  13. Digital RNA allelotyping reveals tissue-specific and allele-specific gene expression in human.
    Nat Methods. 2009 Aug;6(8):613-8 PMID: 19620972
  14. The antisense transcriptomes of human cells.
    Science. 2008 Dec 19;322(5909):1855-7 PMID: 19056939
  15. Genetics of gene expression and its effect on disease.
    Nature. 2008 Mar 27;452(7186):423-8 PMID: 18344981
  16. Digital transcriptome profiling using selective hexamer priming for cDNA synthesis.
    Nat Methods. 2009 Sep;6(9):647-9 PMID: 19668204
  17. Analysis of the mouse transcriptome based on functional annotation of 60,770 full-length cDNAs.
    Nature. 2002 Dec 5;420(6915):563-73 PMID: 12466851
  18. Global patterns of cis variation in human cells revealed by high-density allelic expression analysis.
    Nat Genet. 2009 Nov;41(11):1216-22 PMID: 19838192
  19. Variations in DNA elucidate molecular networks that cause disease.
    Nature. 2008 Mar 27;452(7186):429-35 PMID: 18344982
  20. Cis-acting expression quantitative trait loci in mice.
    Genome Res. 2005 May;15(5):681-91 PMID: 15837804
  21. A robust approach to identifying tissue-specific gene expression regulatory variants using personalized human induced pluripotent stem cells.
    PLoS Genet. 2009 Nov;5(11):e1000718 PMID: 19911041
  22. Targeted screening of cis-regulatory variation in human haplotypes.
    Genome Res. 2009 Jan;19(1):118-27 PMID: 18971308
  23. Divergent transcription from active promoters.
    Science. 2008 Dec 19;322(5909):1849-51 PMID: 19056940
  24. The UCSC Genome Browser Database: update 2009.
    Nucleic Acids Res. 2009 Jan;37(Database issue):D755-61 PMID: 18996895
  25. Genetic and genomic analysis of a fat mass trait with complex inheritance reveals marked sex specificity.
    PLoS Genet. 2006 Feb;2(2):e15 PMID: 16462940
  26. Transcriptome-wide identification of novel imprinted genes in neonatal mouse brain.
    PLoS One. 2008;3(12):e3839 PMID: 19052635
  27. The quantitative genetics of transcription.
    Trends Genet. 2005 Nov;21(11):616-23 PMID: 16154229
  28. Mapping the genetic architecture of gene expression in human liver.
    PLoS Biol. 2008 May 6;6(5):e107 PMID: 18462017
  29. Genome-wide analysis of transcript isoform variation in humans.
    Nat Genet. 2008 Feb;40(2):225-31 PMID: 18193047
  30. Understanding alternative splicing: towards a cellular code.
    Nat Rev Mol Cell Biol. 2005 May;6(5):386-98 PMID: 15956978
Article Info
Journal
BMC genomics
Abbr.
BMC Genomics
ISSN
1471-2164
Published
2010-08-13
Epub
2010-00-13
Pages
473
Language
English
Region
England
NLM ID
100965258
PMCID
PMC3091669
Subset
IM
Grants
NIDDK NIH HHS · R01 DK066369 · 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]