Home LiteratureArticle Details
PMID: 22446964 Published · epublish English Journal Article Research Support, Non-U.S. Gov't

Genetics of gene expression in primary immune cells identifies cell type-specific master regulators and roles of HLA alleles.

Nature genetics ·Vol. 44 ·No. 5 ·2012-03-25 ·Pages 502-10

Fairfax BP, Makino S, Radhakrishnan J, Plant K, Leslie S, Dilthey A, Ellis P, Langford C, Vannberg FO, Knight JC

Abstract

Trans-acting genetic variants have a substantial, albeit poorly characterized, role in the heritable determination of gene expression. Using paired purified primary monocytes and B cells, we identify new predominantly cell type-specific cis and trans expression quantitative trait loci (eQTLs), including multi-locus trans associations to LYZ and KLF4 in monocytes and B cells, respectively. Additionally, we observe a B cell-specific trans association of rs11171739 at 12q13.2, a known autoimmune disease locus, with IP6K2 (P = 5.8 × 10(-15)), PRIC285 (P = 3.0 × 10(-10)) and an upstream region of CDKN1A (P = 2 × 10(-52)), suggesting roles for cell cycle regulation and peroxisome proliferator-activated receptor γ (PPARγ) signaling in autoimmune pathogenesis. We also find that specific human leukocyte antigen (HLA) alleles form trans associations with the expression of AOAH and ARHGAP24 in monocytes but not in B cells. In summary, we show that mapping gene expression in defined primary cell populations identifies new cell type-specific trans-regulated networks and provides insights into the genetic basis of disease susceptibility.

MeSH Terms
Alleles Autoimmune Diseases/etiology B-Lymphocytes/immunology,metabolism Gene Expression Profiling Gene Expression Regulation Genetic Markers/genetics Genetic Predisposition to Disease Genome-Wide Association Study HLA Antigens/genetics Humans Kruppel-Like Factor 4 Kruppel-Like Transcription Factors/genetics Monocytes/immunology,metabolism PPAR gamma/genetics Polymorphism, Single Nucleotide/genetics Quantitative Trait Loci/genetics
Chemicals
Genetic Markers HLA Antigens KLF4 protein, human Kruppel-Like Factor 4 Kruppel-Like Transcription Factors PPAR gamma
Authors & Affiliations
10 authors, click to expand affiliations / ORCID
Fairfax Benjamin P
Wellcome Trust Centre for Human Genetics, University of Oxford, Oxford, UK. bfairfax@well.ox.ac.uk
Makino Seiko
Radhakrishnan Jayachandran
Plant Katharine
Leslie Stephen
Dilthey Alexander
Ellis Peter
Langford Cordelia
Vannberg Fredrik O
Knight Julian C
References (66)
66 references, click to expand
  1. Genome-wide scan reveals association of psoriasis with IL-23 and NF-kappaB pathways.
    Nat Genet. 2009 Feb;41(2):199-204 PMID: 19169254
  2. A novel susceptibility locus for type 1 diabetes on Chr12q13 identified by a genome-wide association study.
    Diabetes. 2008 Apr;57(4):1143-6 PMID: 18198356
  3. The architecture of gene regulatory variation across multiple human tissues: the MuTHER study.
    PLoS Genet. 2011 Feb 03;7(2):e1002003 PMID: 21304890
  4. HLA*IMP--an integrated framework for imputing classical HLA alleles from SNP genotypes.
    Bioinformatics. 2011 Apr 1;27(7):968-72 PMID: 21300701
  5. Complexity of the supertypic HLA-DRw53 specificity: two distinct epitopes differentially expressed on one or all of the DR beta-chains depending on the HLA-DR allotype.
    J Immunol. 1986 Oct 15;137(8):2618-26 PMID: 2428870
  6. A flexible and accurate genotype imputation method for the next generation of genome-wide association studies.
    PLoS Genet. 2009 Jun;5(6):e1000529 PMID: 19543373
  7. Geographical genomics of human leukocyte gene expression variation in southern Morocco.
    Nat Genet. 2010 Jan;42(1):62-7 PMID: 19966804
  8. Genome-wide association study of 14,000 cases of seven common diseases and 3,000 shared controls.
    Nature. 2007 Jun 7;447(7145):661-78 PMID: 17554300
  9. Reduced expression of the Kinesin-Associated Protein 3 (KIFAP3) gene increases survival in sporadic amyotrophic lateral sclerosis.
    Proc Natl Acad Sci U S A. 2009 Jun 2;106(22):9004-9 PMID: 19451621
  10. Genetics of gene expression and its effect on disease.
    Nature. 2008 Mar 27;452(7186):423-8 PMID: 18344981
  11. Expression and characterization of recombinant human acyloxyacyl hydrolase, a leukocyte enzyme that deacylates bacterial lipopolysaccharides.
    Biochemistry. 1991 Aug 27;30(34):8415-23 PMID: 1883828
  12. The role of the transcription factor CREB in immune function.
    J Immunol. 2010 Dec 1;185(11):6413-9 PMID: 21084670
  13. A diverse range of gene products are effectors of the type I interferon antiviral response.
    Nature. 2011 Apr 28;472(7344):481-5 PMID: 21478870
  14. Identification of DFNA5 as a target of epigenetic inactivation in gastric cancer.
    Cancer Sci. 2007 Jan;98(1):88-95 PMID: 17083569
  15. A map of human genome variation from population-scale sequencing.
    Nature. 2010 Oct 28;467(7319):1061-73 PMID: 20981092
  16. Identification and analysis of functional elements in 1% of the human genome by the ENCODE pilot project.
    Nature. 2007 Jun 14;447(7146):799-816 PMID: 17571346
  17. Mapping complex disease traits with global gene expression.
    Nat Rev Genet. 2009 Mar;10(3):184-94 PMID: 19223927
  18. Tissue effect on genetic control of transcript isoform variation.
    PLoS Genet. 2009 Aug;5(8):e1000608 PMID: 19680542
  19. Interaction between ERAP1 and HLA-B27 in ankylosing spondylitis implicates peptide handling in the mechanism for HLA-B27 in disease susceptibility.
    Nat Genet. 2011 Jul 10;43(8):761-7 PMID: 21743469
  20. Meta-analysis of genome-wide association data and large-scale replication identifies additional susceptibility loci for type 2 diabetes.
    Nat Genet. 2008 May;40(5):638-45 PMID: 18372903
  21. A statistical method for predicting classical HLA alleles from SNP data.
    Am J Hum Genet. 2008 Jan;82(1):48-56 PMID: 18179884
  22. Mapping of multiple susceptibility variants within the MHC region for 7 immune-mediated diseases.
    Proc Natl Acad Sci U S A. 2009 Nov 3;106(44):18680-5 PMID: 19846760
  23. Identification of an imprinted master trans regulator at the KLF14 locus related to multiple metabolic phenotypes.
    Nat Genet. 2011 Jun;43(6):561-4 PMID: 21572415
  24. Filamins as integrators of cell mechanics and signalling.
    Nat Rev Mol Cell Biol. 2001 Feb;2(2):138-45 PMID: 11252955
  25. HLA-C cell surface expression and control of HIV/AIDS correlate with a variant upstream of HLA-C.
    Nat Genet. 2009 Dec;41(12):1290-4 PMID: 19935663
  26. Apoptotic cells protect mice from autoimmune inflammation by the induction of regulatory B cells.
    Proc Natl Acad Sci U S A. 2007 Aug 28;104(35):14080-5 PMID: 17715067
  27. Isolation and characterization of a transcriptional cofactor and its novel isoform that bind the deoxyribonucleic acid-binding domain of peroxisome proliferator-activated receptor-gamma.
    Endocrinology. 2006 Jan;147(1):377-88 PMID: 16239304
  28. CARD9 signaling in the innate immune response.
    Ann N Y Acad Sci. 2008 Nov;1143:35-44 PMID: 19076343
  29. The major genetic determinants of HIV-1 control affect HLA class I peptide presentation.
    Science. 2010 Dec 10;330(6010):1551-7 PMID: 21051598
  30. 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
  31. Mapping determinants of human gene expression by regional and genome-wide association.
    Nature. 2005 Oct 27;437(7063):1365-9 PMID: 16251966
  32. 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
  33. Microarray analysis of human leucocyte subsets: the advantages of positive selection and rapid purification.
    BMC Genomics. 2007 Mar 05;8:64 PMID: 17338817
  34. Population genomics of human gene expression.
    Nat Genet. 2007 Oct;39(10):1217-24 PMID: 17873874
  35. A genome-wide association study of psoriasis and psoriatic arthritis identifies new disease loci.
    PLoS Genet. 2008 Mar 28;4(3):e1000041 PMID: 18369459
  36. Def-2, -3, -6 and -8, novel mouse genes differentially expressed in the haemopoietic system.
    Br J Haematol. 1999 Aug;106(2):335-44 PMID: 10460589
  37. Genetics and beyond--the transcriptome of human monocytes and disease susceptibility.
    PLoS One. 2010 May 18;5(5):e10693 PMID: 20502693
  38. Critical but divergent roles for CD62L and CD44 in directing blood monocyte trafficking in vivo during inflammation.
    Blood. 2008 Aug 15;112(4):1166-74 PMID: 18391078
  39. A whole-genome association study of major determinants for host control of HIV-1.
    Science. 2007 Aug 17;317(5840):944-7 PMID: 17641165
  40. Isolation of cDNAs encoding the CD19 antigen of human and mouse B lymphocytes. A new member of the immunoglobulin superfamily.
    J Immunol. 1989 Jul 15;143(2):712-7 PMID: 2472450
  41. Cloning of a novel transcription factor-like gene amplified in human glioma including astrocytoma grade I.
    Hum Mol Genet. 1997 Oct;6(11):1817-22 PMID: 9302258
  42. Haploview: analysis and visualization of LD and haplotype maps.
    Bioinformatics. 2005 Jan 15;21(2):263-5 PMID: 15297300
  43. A genome-wide association study of global gene expression.
    Nat Genet. 2007 Oct;39(10):1202-7 PMID: 17873877
  44. Glycosylation regulates NK cell-mediated effector function through PI3K pathway.
    Int Immunol. 2010 Mar;22(3):167-77 PMID: 20089585
  45. p53-mediated apoptosis requires inositol hexakisphosphate kinase-2.
    Proc Natl Acad Sci U S A. 2010 Dec 7;107(49):20947-51 PMID: 21078964
  46. Candidate causal regulatory effects by integration of expression QTLs with complex trait genetic associations.
    PLoS Genet. 2010 Apr 01;6(4):e1000895 PMID: 20369022
  47. The munc13-4-rab27 complex is specifically required for tethering secretory lysosomes at the plasma membrane.
    Blood. 2011 Aug 11;118(6):1570-8 PMID: 21693760
  48. 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
  49. Balancing selection maintains a form of ERAP2 that undergoes nonsense-mediated decay and affects antigen presentation.
    PLoS Genet. 2010 Oct 14;6(10):e1001157 PMID: 20976248
  50. Expression quantitative trait loci are highly sensitive to cellular differentiation state.
    PLoS Genet. 2009 Oct;5(10):e1000692 PMID: 19834560
  51. LocusZoom: regional visualization of genome-wide association scan results.
    Bioinformatics. 2010 Sep 15;26(18):2336-7 PMID: 20634204
  52. Trans-eQTLs reveal that independent genetic variants associated with a complex phenotype converge on intermediate genes, with a major role for the HLA.
    PLoS Genet. 2011 Aug;7(8):e1002197 PMID: 21829388
  53. FilGAP, a Rho- and ROCK-regulated GAP for Rac binds filamin A to control actin remodelling.
    Nat Cell Biol. 2006 Aug;8(8):803-14 PMID: 16862148
  54. Characterization of a novel GTPase-activating protein associated with focal adhesions and the actin cytoskeleton.
    J Biol Chem. 2005 Feb 25;280(8):7178-85 PMID: 15611138
  55. Deficiency of the cyclin kinase inhibitor p21(WAF-1/CIP-1) promotes apoptosis of activated/memory T cells and inhibits spontaneous systemic autoimmunity.
    J Exp Med. 2004 Feb 16;199(4):547-57 PMID: 14970181
  56. Serologically defined colon cancer antigen 3 is necessary for the presentation of TNF receptor 1 on cell surface.
    DNA Cell Biol. 2005 Dec;24(12):777-85 PMID: 16332174
  57. Genome-wide association study of ulcerative colitis identifies three new susceptibility loci, including the HNF4A region.
    Nat Genet. 2009 Dec;41(12):1330-4 PMID: 19915572
  58. Common regulatory variation impacts gene expression in a cell type-dependent manner.
    Science. 2009 Sep 4;325(5945):1246-50 PMID: 19644074
  59. Nonsyndromic hearing impairment is associated with a mutation in DFNA5.
    Nat Genet. 1998 Oct;20(2):194-7 PMID: 9771715
  60. Investigating the role of the HLA-Cw*06 and HLA-DRB1 genes in susceptibility to psoriatic arthritis: comparison with psoriasis and undifferentiated inflammatory arthritis.
    Ann Rheum Dis. 2008 May;67(5):677-82 PMID: 17728335
  61. Pervasive haplotypic variation in the spliceo-transcriptome of the human major histocompatibility complex.
    Genome Res. 2011 Jul;21(7):1042-54 PMID: 21628452
  62. Mapping the genetic architecture of gene expression in human liver.
    PLoS Biol. 2008 May 6;6(5):e107 PMID: 18462017
  63. A regulatory SNP at position -899 in CDKN1A is associated with systemic lupus erythematosus and lupus nephritis.
    Genes Immun. 2009 Jul;10(5):482-6 PMID: 19262578
  64. Robust associations of four new chromosome regions from genome-wide analyses of type 1 diabetes.
    Nat Genet. 2007 Jul;39(7):857-64 PMID: 17554260
  65. The HLA genomic loci map: expression, interaction, diversity and disease.
    J Hum Genet. 2009 Jan;54(1):15-39 PMID: 19158813
  66. Genomewide association study of an AIDS-nonprogression cohort emphasizes the role played by HLA genes (ANRS Genomewide Association Study 02).
    J Infect Dis. 2009 Feb 1;199(3):419-26 PMID: 19115949
Article Info
Journal
Nature genetics
Abbr.
Nat Genet
ISSN
1546-1718
Published
2012-03-25
Epub
2012-00-25
Pages
502-10
Language
English
Region
United States
NLM ID
9216904
PMCID
PMC3437404
Subset
IM
Grants
Department of Health · 439 · United Kingdom
Wellcome Trust · 075491/Z/04 · United Kingdom
Wellcome Trust · 074318 · United Kingdom
Wellcome Trust · 090532 · United Kingdom
European Research Council · 281824 · International
Wellcome Trust · 088891 · United Kingdom
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