Home LiteratureArticle Details
PMID: 21129726 Published · ppublish English Journal Article Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't

Gene expression in skin and lymphoblastoid cells: Refined statistical method reveals extensive overlap in cis-eQTL signals.

American journal of human genetics ·Vol. 87 ·No. 6 ·2010-12-10 ·Pages 779-89

Ding J, Gudjonsson JE, Liang L, Stuart PE, Li Y, Chen W, Weichenthal M, Ellinghaus E, Franke A, Cookson W, Nair RP, Elder JT, Abecasis GR

Abstract

Psoriasis, an immune-mediated, inflammatory disease of the skin and joints, provides an ideal system for expression quantitative trait locus (eQTL) analysis, because it has a strong genetic basis and disease-relevant tissue (skin) is readily accessible. To better understand the role of genetic variants regulating cutaneous gene expression, we identified 841 cis-acting eQTLs using RNA extracted from skin biopsies of 53 psoriatic individuals and 57 healthy controls. We found substantial overlap between cis-eQTLs of normal control, uninvolved psoriatic, and lesional psoriatic skin. Consistent with recent studies and with the idea that control of gene expression can mediate relationships between genetic variants and disease risk, we found that eQTL SNPs are more likely to be associated with psoriasis than are randomly selected SNPs. To explore the tissue specificity of these eQTLs and hence to quantify the benefits of studying eQTLs in different tissues, we developed a refined statistical method for estimating eQTL overlap and used it to compare skin eQTLs to a published panel of lymphoblastoid cell line (LCL) eQTLs. Our method accounts for the fact that most eQTL studies are likely to miss some true eQTLs as a result of power limitations and shows that ∼70% of cis-eQTLs in LCLs are shared with skin, as compared with the naive estimate of < 50% sharing. Our results provide a useful method for estimating the overlap between various eQTL studies and provide a catalog of cis-eQTLs in skin that can facilitate efforts to understand the functional impact of identified susceptibility variants on psoriasis and other skin traits.

MeSH Terms
Biopsy Case-Control Studies Cell Line Gene Expression Profiling Humans Lymphocytes/metabolism Polymorphism, Single Nucleotide Psoriasis/genetics,pathology Quantitative Trait Loci Skin/metabolism,pathology
Authors & Affiliations
13 authors, click to expand affiliations / ORCID
Ding Jun
Center for Statistical Genetics, Department of Biostatistics, University of Michigan School of Public Health, Ann Arbor, 48109, USA. junding@umich.edu
Gudjonsson Johann E
Liang Liming
Stuart Philip E
Li Yun
Chen Wei
Weichenthal Michael
Ellinghaus Eva
Franke Andre
Cookson William
Nair Rajan P
Elder James T
Abecasis Gonçalo R
References (35)
35 references, click to expand
  1. Family-based association tests for genomewide association scans.
    Am J Hum Genet. 2007 Nov;81(5):913-26 PMID: 17924335
  2. Association scan of 14,500 nonsynonymous SNPs in four diseases identifies autoimmunity variants.
    Nat Genet. 2007 Nov;39(11):1329-37 PMID: 17952073
  3. Regulation of MHC class I assembly and peptide binding.
    Annu Rev Cell Dev Biol. 2008;24:343-68 PMID: 18729726
  4. Statistical independence of the colocalized association signals for type 1 diabetes and RPS26 gene expression on chromosome 12q13.
    Biostatistics. 2009 Apr;10(2):327-34 PMID: 19039033
  5. Sequence and expression of a candidate for the human Secretor blood group alpha(1,2)fucosyltransferase gene (FUT2). Homozygosity for an enzyme-inactivating nonsense mutation commonly correlates with the non-secretor phenotype.
    J Biol Chem. 1995 Mar 3;270(9):4640-9 PMID: 7876235
  6. Population genomics of human gene expression.
    Nat Genet. 2007 Oct;39(10):1217-24 PMID: 17873874
  7. Genetic variants regulating ORMDL3 expression contribute to the risk of childhood asthma.
    Nature. 2007 Jul 26;448(7152):470-3 PMID: 17611496
  8. A genome-wide association study of global gene expression.
    Nat Genet. 2007 Oct;39(10):1202-7 PMID: 17873877
  9. Discovery of expression QTLs using large-scale transcriptional profiling in human lymphocytes.
    Nat Genet. 2007 Oct;39(10):1208-16 PMID: 17873875
  10. Complex trait analysis of gene expression uncovers polygenic and pleiotropic networks that modulate nervous system function.
    Nat Genet. 2005 Mar;37(3):233-42 PMID: 15711545
  11. Global gene expression analysis reveals evidence for decreased lipid biosynthesis and increased innate immunity in uninvolved psoriatic skin.
    J Invest Dermatol. 2009 Dec;129(12):2795-804 PMID: 19571819
  12. A survey of genetic human cortical gene expression.
    Nat Genet. 2007 Dec;39(12):1494-9 PMID: 17982457
  13. Combining mapping and arraying: An approach to candidate gene identification.
    Proc Natl Acad Sci U S A. 2002 Nov 12;99(23):14903-6 PMID: 12415114
  14. Genome-wide scan reveals association of psoriasis with IL-23 and NF-kappaB pathways.
    Nat Genet. 2009 Feb;41(2):199-204 PMID: 19169254
  15. Trans-acting regulatory variation in Saccharomyces cerevisiae and the role of transcription factors.
    Nat Genet. 2003 Sep;35(1):57-64 PMID: 12897782
  16. Quantifying and correcting for the winner's curse in genetic association studies.
    Genet Epidemiol. 2009 Jul;33(5):453-62 PMID: 19140131
  17. Genetic dissection of transcriptional regulation in budding yeast.
    Science. 2002 Apr 26;296(5568):752-5 PMID: 11923494
  18. Mapping complex disease traits with global gene expression.
    Nat Rev Genet. 2009 Mar;10(3):184-94 PMID: 19223927
  19. High-resolution mapping of expression-QTLs yields insight into human gene regulation.
    PLoS Genet. 2008 Oct;4(10):e1000214 PMID: 18846210
  20. Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources.
    Nat Protoc. 2009;4(1):44-57 PMID: 19131956
  21. A genome-wide association study of type 2 diabetes in Finns detects multiple susceptibility variants.
    Science. 2007 Jun 1;316(5829):1341-5 PMID: 17463248
  22. Genetic analysis of genome-wide variation in human gene expression.
    Nature. 2004 Aug 12;430(7001):743-7 PMID: 15269782
  23. DAVID: Database for Annotation, Visualization, and Integrated Discovery.
    Genome Biol. 2003;4(5):P3 PMID: 12734009
  24. MaCH: using sequence and genotype data to estimate haplotypes and unobserved genotypes.
    Genet Epidemiol. 2010 Dec;34(8):816-34 PMID: 21058334
  25. Genotype imputation.
    Annu Rev Genomics Hum Genet. 2009;10:387-406 PMID: 19715440
  26. A genome-wide association study identifies new psoriasis susceptibility loci and an interaction between HLA-C and ERAP1.
    Nat Genet. 2010 Nov;42(11):985-90 PMID: 20953190
  27. Large upward bias in estimation of locus-specific effects from genomewide scans.
    Am J Hum Genet. 2001 Dec;69(6):1357-69 PMID: 11593451
  28. Genome-wide association studies for complex traits: consensus, uncertainty and challenges.
    Nat Rev Genet. 2008 May;9(5):356-69 PMID: 18398418
  29. Genome-wide association study identifies a psoriasis susceptibility locus at TRAF3IP2.
    Nat Genet. 2010 Nov;42(11):991-5 PMID: 20953188
  30. Genetics of global gene expression.
    Nat Rev Genet. 2006 Nov;7(11):862-72 PMID: 17047685
  31. Concerted peptide trimming by human ERAP1 and ERAP2 aminopeptidase complexes in the endoplasmic reticulum.
    Nat Immunol. 2005 Jul;6(7):689-97 PMID: 15908954
  32. Common regulatory variation impacts gene expression in a cell type-dependent manner.
    Science. 2009 Sep 4;325(5945):1246-50 PMID: 19644074
  33. Mapping the genetic architecture of gene expression in human liver.
    PLoS Biol. 2008 May 6;6(5):e107 PMID: 18462017
  34. Attachment of Helicobacter pylori to human gastric epithelium mediated by blood group antigens.
    Science. 1993 Dec 17;262(5141):1892-5 PMID: 8018146
  35. Trait-associated SNPs are more likely to be eQTLs: annotation to enhance discovery from GWAS.
    PLoS Genet. 2010 Apr 01;6(4):e1000888 PMID: 20369019
Article Info
Journal
American journal of human genetics
Abbr.
Am J Hum Genet
ISSN
1537-6605
Published
2010-12-10
Pages
779-89
Language
English
Region
United States
NLM ID
0370475
PMCID
PMC2997368
Subset
IM
Grants
NIMH NIH HHS · MH084698 · United States
NIMH NIH HHS · R01 MH084698 · United States
NHGRI NIH HHS · R01 HG002651 · United States
NIAMS NIH HHS · R01 AR042742 · United States
NIAMS NIH HHS · AR050511 · United States
NIAMS NIH HHS · AR042742 · United States
NHGRI NIH HHS · HG002651 · United States
NIAMS NIH HHS · AR054966 · United States
NIAMS NIH HHS · R01 AR054966 · United States
NIAMS NIH HHS · R01 AR050511 · 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: product@genelibs.com