Display options
Share it on

Front Genet. 2019 Mar 27;10:181. doi: 10.3389/fgene.2019.00181. eCollection 2019.

Identification of Target Genes at Juvenile Idiopathic Arthritis GWAS Loci in Human Neutrophils.

Frontiers in genetics

Junyi Li, Xiucheng Yuan, Michael E March, Xueming Yao, Yan Sun, Xiao Chang, Hakon Hakonarson, Qianghua Xia, Xinyi Meng, Jin Li

Affiliations

  1. Department of Cell Biology, 2011 Collaborative Innovation Center of Tianjin for Medical Epigenetics, Tianjin Key Laboratory of Medical Epigenetics, Tianjin Medical University, Tianjin, China.
  2. Center for Applied Genomics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.
  3. Division of Human Genetics, Children's Hospital of Philadelphia, Philadelphia, PA, United States.
  4. Department of Pediatrics, Perelman School of Medicine, University of Pennsylvania, Philadelphia, PA, United States.

PMID: 30972099 PMCID: PMC6445851 DOI: 10.3389/fgene.2019.00181

Abstract

Juvenile idiopathic arthritis (JIA) is the most common chronic rheumatic disease among children which could cause severe disability. Genomic studies have discovered substantial number of risk loci for JIA, however, the mechanism of how these loci affect JIA development is not fully understood. Neutrophil is an important cell type involved in autoimmune diseases. To better understand the biological function of genetic loci in neutrophils during JIA development, we took an integrated multi-omics approach to identify target genes at JIA risk loci in neutrophils and constructed a protein-protein interaction network via a machine learning approach. We identified genes likely to be JIA risk loci targeted genes in neutrophils which could contribute to JIA development.

Keywords: epigenetic regulation; juvenile idiopathic arthritis; pathway enrichment; protein-protein interaction; target gene identification

References

  1. Arthritis Rheum. 1999 Nov;42(11):2261-8 - PubMed
  2. Ann Rheum Dis. 2000 Dec;59(12):1001 - PubMed
  3. Nucleic Acids Res. 2002 Jan 1;30(1):207-10 - PubMed
  4. Ann Rheum Dis. 2002 Apr;61(4):354-7 - PubMed
  5. Biostatistics. 2003 Apr;4(2):249-64 - PubMed
  6. J Leukoc Biol. 2004 Feb;75(2):358-72 - PubMed
  7. J Rheumatol. 2004 Feb;31(2):390-2 - PubMed
  8. Arthritis Rheum. 2005 Mar;52(3):722-32 - PubMed
  9. Rheumatology (Oxford). 2006 Oct;45 Suppl 4:iv4-7 - PubMed
  10. Bioinformatics. 2006 Nov 15;22(22):2825-7 - PubMed
  11. Semin Arthritis Rheum. 2008 Aug;38(1):13-9 - PubMed
  12. Arthritis Rheum. 2008 Jul;58(7):2206-7 - PubMed
  13. J Immunol. 2008 Dec 1;181(11):8053-67 - PubMed
  14. Arthritis Rheum. 2008 Dec 15;59(12):1690-7 - PubMed
  15. Arthritis Rheum. 2009 Jan;60(1):258-63 - PubMed
  16. BMC Med Genomics. 2009 Feb 23;2:9 - PubMed
  17. Nat Med. 2009 Jun;15(6):623-5 - PubMed
  18. Proc Natl Acad Sci U S A. 2010 May 25;107(21):9813-8 - PubMed
  19. Arthritis Rheum. 2011 Nov;63(11):3305-12 - PubMed
  20. Nucleic Acids Res. 2012 Jan;40(Database issue):D930-4 - PubMed
  21. J Neuroimmunol. 2012 Jan 18;242(1-2):60-71 - PubMed
  22. Immunol Lett. 2012 Mar 30;143(1):9-19 - PubMed
  23. Arthritis Rheum. 2012 Aug;64(8):2781-91 - PubMed
  24. Nat Methods. 2012 Apr;9(4):345-50 - PubMed
  25. Nucleic Acids Res. 2013 Jan;41(Database issue):D991-5 - PubMed
  26. Rheumatology (Oxford). 2013 Jul;52(7):1163-71 - PubMed
  27. Nat Genet. 2013 Jun;45(6):664-9 - PubMed
  28. Nature. 2014 Mar 20;507(7492):371-5 - PubMed
  29. Pharmacogenomics J. 2014 Aug;14(4):356-64 - PubMed
  30. Nucleic Acids Res. 2014 Jul;42(Web Server issue):W167-74 - PubMed
  31. Cell. 2014 Dec 18;159(7):1665-80 - PubMed
  32. Ann Rheum Dis. 2016 Jan;75(1):183-9 - PubMed
  33. Nature. 2015 Feb 19;518(7539):317-30 - PubMed
  34. Nat Commun. 2015 May 26;6:7213 - PubMed
  35. Nat Rev Rheumatol. 2015 Jul;11(7):384 - PubMed
  36. Nat Med. 2015 Sep;21(9):1018-27 - PubMed
  37. Nat Commun. 2015 Oct 09;6:8442 - PubMed
  38. BMC Bioinformatics. 2016 Jan 20;17 Suppl 2:15 - PubMed
  39. Pharmacol Res. 2016 Oct;112:84-98 - PubMed
  40. BMC Med Genet. 2016 Mar 22;17:24 - PubMed
  41. Turk J Pediatr. 2015 Jul-Aug;57(4):324-33 - PubMed
  42. Trends Biotechnol. 2016 Aug;34(8):605-608 - PubMed
  43. Cell Biol Toxicol. 2017 Feb;33(1):15-26 - PubMed
  44. Nat Commun. 2016 Sep 28;7:12792 - PubMed
  45. Cell Rep. 2016 Nov 15;17(8):2042-2059 - PubMed
  46. Nucleic Acids Res. 2017 Jan 4;45(D1):D353-D361 - PubMed
  47. Nucleic Acids Res. 2017 Jan 4;45(D1):D896-D901 - PubMed
  48. Ann Rheum Dis. 2017 May;76(5):906-913 - PubMed
  49. Immunogenetics. 2017 Aug;69(8-9):605-616 - PubMed
  50. PLoS One. 2017 Nov 28;12(11):e0188402 - PubMed
  51. Nat Commun. 2017 Nov 28;8(1):1826 - PubMed
  52. Nat Rev Dis Primers. 2018 Feb 08;4:18001 - PubMed
  53. Arthritis Rheumatol. 2018 Jul;70(7):1155-1165 - PubMed
  54. Genome Biol. 2018 Oct 4;19(1):151 - PubMed
  55. Diabetes. 2019 Mar;68(3):665-675 - PubMed
  56. Br J Rheumatol. 1988;27 Suppl 1:66-71 - PubMed
  57. Acta Paediatr Scand. 1983 May;72(3):345-50 - PubMed
  58. Semin Arthritis Rheum. 1996 Dec;26(3):575-91 - PubMed

Publication Types