Systems-level analysis of genome wide association study results for a pilot juvenile idiopathic arthritis family study

Aydın-Son Y, Batu ED, Demirkaya E, Bilginer Y, Kasapçopur Ö, Ünsal E, Alikaşifoğlu M, Özen S. Systems-level analysis of genome wide association study results for a pilot juvenile idiopathic arthritis family study. Turk J Pediatr 2015; 57: 324-333.Genome wide association studies (GWAS) determine susceptibility profiles for complex diseases. In this study, GWAS was performed in 26 patients with oligo and rheumatoid factor negative polyarticular juvenile idiopathic artritis (JIA) and their healthy parents by Affymetrix 250K SNP arrays. Biological function and pathway enrichment analysis was done. This is the first GWAS reported for JIA families from the eastern Mediterranean population. Enrichment of Fc?R-mediated phagocytosis pathway and response to various stimuli were the leading discoveries, along with the presentation of the strong interaction of JIA-associated genes with HLA cluster in the co-expression network. The co-expression network also presented the direct interaction of a gene in Fc?Rmediated phagocytosis pathway, namely GAB2, with BLK, CDH13, IL4R and MICA. The systems biology approach helped us to investigate the interactions between the identified genes and biological pathways and molecular functions, expanding our understanding of JIA pathogenesis at molecular level.

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1. Klein RJ, Zeiss C, Chew EY, et al. Complement factor H polymorphism in age-related macular degeneration. Science 2005; 308: 385-389.

2. Prakken B, Albani S and Martini A. Juvenile idiopathic arthritis. Lancet 2011; 377: 2138-2149.

3. Hinks A, Barton A, Shephard N, et al. Identification of a novel susceptibility locus for juvenile idiopathic arthritis by genome-wide association analysis. Arthritis Rheum 2009; 60: 258-263.

4. Petty RE, Southwood TR, Baum J, et al. Revision of the proposed classification criteria for juvenile idiopathic arthritis: Durban, 1997. J Rheumatol 1998; 25: 1991- 1994.

5. Petty RE, Southwood TR, Manners P, et al. International League of Associations for Rheumatology classification of juvenile idiopathic arthritis: second revision, Edmonton, 2001. J Rheumatol 2004; 31: 390-392.

6. Mellins ED, Macaubas C and Grom AA. Pathogenesis of systemic juvenile idiopathic arthritis: some answers, more questions. Nat Rev Rheumatol 2011; 7: 416-426.

7. Demirkaya E, Ozen S, Bilginer Y, et al. The distribution of juvenile idiopathic arthritis in the eastern Mediterranean: results from the registry of the Turkish Paediatric Rheumatology Association. Clin Exp Rheumatol 2011; 29: 111-116.

8. Thompson SD, Marion MC, Sudman M, et al. Genomewide association analysis of juvenile idiopathic arthritis identifies a new susceptibility locus at chromosomal region 3q13. Arthritis Rheum 2012; 64: 2781-2791.

9. Prahalad S and Glass DN. A comprehensive review of the genetics of juvenile idiopathic arthritis. Pediatr Rheumatol Online J 2008; 6: 11.

10. Prahalad S. Genetics of juvenile idiopathic arthritis: an update. Curr Opin Rheumatol 2004; 16: 588-594.

11. Rosen P, Thompson S, Glass D. Non-HLA gene polymorphisms in juvenile rheumatoid arthritis. Clin Exp Rheumatol 2003; 21: 650-656.

12. Dudbridge F. Family-based association studies. Methods Mol Biol 2011; 713: 119-127.

13. Infante-Rivard C, Mirea L, Bull SB. Combining casecontrol and case-trio data from the same population in genetic association analyses: overview of approaches and illustration with a candidate gene study. Am J Epidemiol 2009; 170: 657-664.

14. Purcell S, Neale B, Todd-Brown K, et al. PLINK: a tool set for whole-genome association and population-based linkage analyses. Am J Hum Genet 2007; 81: 559-575.

15. Spielman RS, McGinnis RE, Ewens WJ. Transmission test for linkage disequilibrium: the insulin gene region and insulin-dependent diabetes mellitus (IDDM). Am J Hum Genet 1993; 52: 506-516.

16. Chelala C, Khan A and Lemoine NR. SNPnexus: a web database for functional annotation of newly discovered and public domain single nucleotide polymorphisms. Bioinformatics 2009; 25: 655-661.

17. Dayem Ullah AZ, Lemoine NR, Chelala C. SNPnexus: a web server for functional annotation of novel and publicly known genetic variants (2012 update). Nucleic Acids Res 2012; 40: W65-W70.

18. Dayem Ullah AZ, Lemoine NR, Chelala C. A practical guide for the functional annotation of genetic variations using SNPnexus. Brief Bioinform 2013; 14: 437-447.

19. Dennis G, Jr., Sherman BT, Hosack DA, et al. DAVID: Database for Annotation, Visualization, and Integrated Discovery. Genome Biol 2003; 4: P3.

20. Huang da W, Sherman BT, Lempicki RA. Systematic and integrative analysis of large gene lists using DAVID bioinformatics resources. Nat Protoc 2009; 4: 44-57.

21. Warde-Farley D, Donaldson SL, Comes O, et al. The GeneMANIA prediction server: biological network integration for gene prioritization and predicting gene function. Nucleic Acids Res 2010; 38: W214-W220.

22. Boyle AP, Hong EL, Hariharan M, et al. Annotation of functional variation in personal genomes using RegulomeDB. Genome Res 2012; 22: 1790-1797.

23. Hinks A, Cobb J, Sudman M, et al. Investigation of rheumatoid arthritis susceptibility loci in juvenile idiopathic arthritis confirms high degree of overlap. Ann Rheum Dis 2012; 71: 1117-1121.

24. Nikitina Zake L, Cimdina I, Rumba I, Dabadghao P, Sanjeevi CB. Major histocompatibility complex class I chain related (MIC) A gene, TNFa microsatellite alleles and TNFB alleles in juvenile idiopathic arthritis patients from Latvia. Hum Immunol 2002; 63: 418-423.

25. Suppiah V, Rooney M, Vandenbroeck K. Polymorphisms in the interleukin-4 and IL-4 receptor genes modify risk for chronic inflammatory arthropathies in women. Exp Mol Pathol 2006; 81: 239-244.

26. Briggs FB, Ramsay PP, Madden E, et al. Supervised machine learning and logistic regression identifies novel epistatic risk factors with PTPN22 for rheumatoid arthritis. Genes Immun 2010; 11: 199-208.

27. Bradfield PF, Amft N, Vernon-Wilson E, et al. Rheumatoid fibroblast-like synoviocytes overexpress the chemokine stromal cell-derived factor 1 (CXCL12), which supports distinct patterns and rates of CD4+ and CD8+ T cell migration within synovial tissue. Arthritis Rheum 2003; 48: 2472-2482.

28. Canete JD, Suarez B, Hernandez MV, et al. Influence of variants of Fc gamma receptors IIA and IIIA on the American College of Rheumatology and European League Against Rheumatism responses to anti-tumour necrosis factor alpha therapy in rheumatoid arthritis. Ann Rheum Dis 2009; 68: 1547-1552.

29. Chang X, Yue L, Liu W, et al. CD38 and E2F transcription factor 2 have uniquely increased expression in rheumatoid arthritis synovial tissues. Clin Exp Immunol 2014; 176: 222-231.

30. Garcia S, Mera A, Gomez-Reino JJ and Conde C. Poly(ADP-ribose) polymerase suppression protects rheumatoid synovial fibroblasts from Fas-induced apoptosis. Rheumatology (Oxford) 2009; 48: 483-489.

31. Nakano K, Whitaker JW, Boyle DL, Wang W, Firestein GS. DNA methylome signature in rheumatoid arthritis. Ann Rheum Dis 2013; 72: 110-117.

32. Sui J, Li H, Fang Y, et al. NLRP1 gene polymorphism influences gene transcription and is a risk factor for rheumatoid arthritis in han chinese. Arthritis Rheum 2012; 64: 647-654.

33. International Consortium for Systemic Lupus Erythematosus G, Harley JB, Alarcon-Riquelme ME, et al. Genome-wide association scan in women with systemic lupus erythematosus identifies susceptibility variants in ITGAM, PXK, KIAA1542 and other loci. Nat Genet 2008; 40: 204-210.

34. Groh V, Steinle A, Bauer S, Spies T. Recognition of stress-induced MHC molecules by intestinal epithelial gammadelta T cells. Science 1998; 279: 1737-1740.

35. Miyata M, Ohira H, Sasajima T, et al. Significance of low mRNA levels of interleukin-4 and -10 in mononuclear cells of the synovial fluid of patients with rheumatoid arthritis. Clin Rheumatol 2000; 19: 365-370.

36. Murray KJ, Grom AA, Thompson SD, Lieuwen D, Passo MH, Glass DN. Contrasting cytokine profiles in the synovium of different forms of juvenile rheumatoid arthritis and juvenile spondyloarthropathy: prominence of interleukin 4 in restricted disease. J Rheumatol 1998; 25: 1388-1398.

37. van Roon JA, Verhoef CM, van Roy JL, et al. Decrease in peripheral type 1 over type 2 T cell cytokine production in patients with rheumatoid arthritis correlates with an increase in severity of disease. Ann Rheum Dis 1997; 56: 656-660.

38. Dames SA, Bang E, Haussinger D, Ahrens T, Engel J, Grzesiek S. Insights into the low adhesive capacity of human T-cadherin from the NMR structure of Its N-terminal extracellular domain. J Biol Chem 2008; 283: 23485-23495.

39. Philippova M, Banfi A, Ivanov D, et al. Atypical GPIanchored T-cadherin stimulates angiogenesis in vitro and in vivo. Arterioscler Thromb Vasc Biol 2006; 26: 2222-2230.

40. Philippova MP, Bochkov VN, Stambolsky DV, Tkachuk VA, Resink TJ. T-cadherin and signal-transducing molecules co-localize in caveolin-rich membrane domains of vascular smooth muscle cells. FEBS Lett 1998; 429: 207-210.

41. Thomson W, Donn R. Juvenile idiopathic arthritis genetics - what's new? What's next? Arthritis Res 2002; 4: 302-306.

42. Hill RJ, Zozulya S, Lu YL, Ward K, Gishizky M, Jallal B. The lymphoid protein tyrosine phosphatase Lyp interacts with the adaptor molecule Grb2 and functions as a negative regulator of T-cell activation. Exp Hematol 2002; 30: 237-244.

43. Wu J, Katrekar A, Honigberg LA, et al. Identification of substrates of human protein-tyrosine phosphatase PTPN22. J Biol Chem 2006; 281: 11002-11010.

44. Batliwalla FM, Baechler EC, Xiao X, et al. Peripheral blood gene expression profiling in rheumatoid arthritis. Genes Immun 2005; 6: 388-397.

45. Begovich AB, Carlton VE, Honigberg LA, et al. A missense single-nucleotide polymorphism in a gene encoding a protein tyrosine phosphatase (PTPN22) is associated with rheumatoid arthritis. Am J Hum Genet 2004; 75: 330-337.

46. Lee AT, Li W, Liew A, et al. The PTPN22 R620W polymorphism associates with RF positive rheumatoid arthritis in a dose-dependent manner but not with HLA-SE status. Genes Immun 2005; 6: 129-133.

47. Pazar B, Gergely P, Jr., Nagy ZB, et al. Role of HLADRB1 and PTPN22 genes in susceptibility to juvenile idiopathic arthritis in Hungarian patients. Clin Exp Rheumatol 2008; 26: 1146-1152.

48. Gu H, Botelho RJ, Yu M, Grinstein S, Neel BG. Critical role for scaffolding adapter Gab2 in Fc gamma R-mediated phagocytosis. J Cell Biol 2003; 161: 1151- 1161.
Turkish Journal of Pediatrics-Cover
  • ISSN: 0041-4301
  • Yayın Aralığı: Yılda 6 Sayı
  • Başlangıç: 1958
  • Yayıncı: Hacettepe Üniversitesi Çocuk Sağlığı Enstitüsü Müdürlüğü
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