Skip to main content

Thank you for visiting nature.com. You are using a browser version with limited support for CSS. To obtain the best experience, we recommend you use a more up to date browser (or turn off compatibility mode in Internet Explorer). In the meantime, to ensure continued support, we are displaying the site without styles and JavaScript.

  • Article
  • Published:

Association of methylation level and transcript level in TRAF5 gene with ankylosing spondylitis: a case-control study

Abstract

To explore the association between methylation level and transcript level of TNF receptor-associated factor 5 (TRAF5) gene with ankylosing spondylitis (AS) in Chinese Han population. Methylation and mRNA expression level of the TRAF5 gene were tested in 98 patients and 98 healthy controls. Among the 21 CpG sites, methylation levels at eight sites were significantly different between AS patients and healthy controls. However, only three sites remained significantly different after the correction by the Benjamini–Hochberg method. Compared with controls, the CpG island of TRAF5 gene promoter was highly methylated in AS patients, and the relative mRNA expression level of TRAF5 was significantly reduced in AS patients. And the mRNA level was negatively correlated with the methylation level of TRAF5 gene in AS patients (rs = −0.453, P < 0.001). Subgroup analyses indicated that there was no significant difference in the level of methylation between groups of different status of HLA-B27 and medications in AS patients. Multiple linear regression showed that disease-modifying antirheumatic drugs could reduce methylation levels of AS patients after adjusting for the effects of other drugs. In conclusion, the hypermethylation of the TRAF5 might contribute to the pathogenesis of AS, but many open questions remain.

This is a preview of subscription content, access via your institution

Access options

Buy this article

Prices may be subject to local taxes which are calculated during checkout

Fig. 1: Methylation levels of eight CpG sites on the TRAF5 island.
Fig. 2: The methylation levels of TRAF5 promoter region in AS and healthy controls.
Fig. 3: Results of TRAF5 mRNA expression levels, correlation analysis, and ROC analysis.

Similar content being viewed by others

Data availability

The data that support the findings of this study are available from the corresponding author upon reasonable request.

References

  1. Braun J, Sieper J. Ankylosing spondylitis. Lancet. 2007;369:1379–90.

    Article  PubMed  Google Scholar 

  2. Dagfinrud H, Kvien TK, Hagen KB. The Cochrane review of physiotherapy interventions for ankylosing spondylitis. J Rheumatol. 2005;32:1899–906.

    PubMed  Google Scholar 

  3. Montoya J, Matta NB, Suchon P, Guzian MC, Lambert NC, Mattei JP, et al. Patients with ankylosing spondylitis have been breast fed less often than healthy controls: a case-control retrospective study. Ann Rheum Dis. 2016;75:879–82.

    Article  CAS  PubMed  Google Scholar 

  4. Zhai J, Rong J, Li Q, Gu J. Immunogenetic study in Chinese population with ankylosing spondylitis: are there specific genes recently disclosed? Clin Dev Immunol. 2013;2013:419357.

    Article  PubMed  PubMed Central  Google Scholar 

  5. Bremander A, Petersson IF, Bergman S, Englund M. Population-based estimates of common comorbidities and cardiovascular disease in ankylosing spondylitis. Arthritis Care Res. 2011;63:550–6.

    Article  Google Scholar 

  6. Gonzalez-Beicos A, Nunez DB Jr., Fung AW, Sanchez M, Gahbauer H. Trauma to the ankylotic spine: imaging spectrum of vertebral and soft tissue injuries. Emerg Radiol. 2007;14:371–8.

    Article  PubMed  Google Scholar 

  7. Davey-Ranasinghe N, Deodhar A. Osteoporosis and vertebral fractures in ankylosing spondylitis. Curr Opin Rheumatol. 2013;25:509–16.

    Article  PubMed  Google Scholar 

  8. Ciccia F, Rizzo A, Triolo G. Subclinical gut inflammation in ankylosing spondylitis. Curr Opin Rheumatol. 2016;28:89–96.

    Article  CAS  PubMed  Google Scholar 

  9. Brewerton DA, Hart FD, Nicholls A, Caffrey M, James DC, Sturrock RD. Ankylosing spondylitis and HL-A 27. Lancet. 1973;1:904–7.

    Article  CAS  PubMed  Google Scholar 

  10. Hanson A, Brown MA. Genetics and the causes of ankylosing spondylitis. Rheum Dis Clin N Am. 2017;43:401–14.

    Article  Google Scholar 

  11. Reveille JD, Sims AM, Danoy P, Evans DM, Leo P, Pointon JJ, et al. Genome-wide association study of ankylosing spondylitis identifies non-MHC susceptibility loci. Nat Genet. 2010;42:123–7.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Lin Z, Bei JX, Shen M, Li Q, Liao Z, Zhang Y, et al. A genome-wide association study in Han Chinese identifies new susceptibility loci for ankylosing spondylitis. Nat Genet. 2011;44:73–7.

    Article  PubMed  Google Scholar 

  13. Potter C, Eyre S, Cope A, Worthington J, Barton A. Investigation of association between the TRAF family genes and RA susceptibility. Ann Rheum Dis. 2007;66:1322–6.

    Article  PubMed  PubMed Central  Google Scholar 

  14. Qian BP, Wang XQ, Qiu Y, Jiang J, Ji ML, Feng F. Association of receptor activator of nuclear factor-kappaB ligand (RANKL) gene polymorphisms with the susceptibility to ankylosing spondylitis: a case-control study. J Orthop Sci. 2014;19:207–12.

    Article  CAS  PubMed  Google Scholar 

  15. Buchta CM, Bishop GA. TRAF5 negatively regulates TLR signaling in B lymphocytes. J Immunol. 2014;192:145–50.

    Article  CAS  PubMed  Google Scholar 

  16. Wang X, Yang J, Han L, Zhao K, Wu Q, Bao L, et al. TRAF5-mediated Lys-63-linked polyubiquitination plays an essential role in positive regulation of RORgammat in promoting IL-17A expression. J Biol Chem. 2015;290:29086–94.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  17. Liu J, Qi Y, Zheng L, Cao Y, Wan L, Ye W, et al. Xinfeng capsule improves pulmonary function in ankylosing spondylitis patients via NF-KappaB-iNOS-NO signaling pathway. J Tradit Chin Med. 2014;34:657–65.

    Article  PubMed  Google Scholar 

  18. Zhao M, Wang Z, Yung S, Lu Q. Epigenetic dynamics in immunity and autoimmunity. Int J Biochem Cell Biol. 2015;67:65–74.

    Article  CAS  PubMed  Google Scholar 

  19. Jones PA, Takai D. The role of DNA methylation in mammalian epigenetics. Science. 2001;293:1068–70.

    Article  CAS  PubMed  Google Scholar 

  20. Zhang X, Lu J, Pan Z, Ma Y, Liu R, Yang S, et al. DNA methylation and transcriptome signature of the IL12B gene in ankylosing spondylitis. Int Immunopharmacol. 2019;71:109–14.

    Article  CAS  PubMed  Google Scholar 

  21. Karami J, Mahmoudi M, Amirzargar A, Gharshasbi M, Jamshidi A, Aslani S, et al. Promoter hypermethylation of BCL11B gene correlates with downregulation of gene transcription in ankylosing spondylitis patients. Genes Immun. 2017;18:170–5.

    Article  CAS  PubMed  Google Scholar 

  22. Chen M, Wu M, Hu X, Yang J, Han R, Ma Y, et al. Ankylosing spondylitis is associated with aberrant DNA methylation of IFN regulatory factor 8 gene promoter region. Clin Rheumatol. 2019;38:2161–9.

    Article  PubMed  Google Scholar 

  23. Zhu H, Wu LF, Mo XB, Lu X, Tang H, Zhu XW, et al. Rheumatoid arthritis-associated DNA methylation sites in peripheral blood mononuclear cells. Ann Rheum Dis. 2019;78:36–42.

    Article  CAS  PubMed  Google Scholar 

  24. Zhao M, Zhou Y, Zhu B, Wan M, Jiang T, Tan Q, et al. IFI44L promoter methylation as a blood biomarker for systemic lupus erythematosus. Ann Rheum Dis. 2016;75:1998–2006.

    Article  CAS  PubMed  Google Scholar 

  25. Alipour S, Sakhinia E, Khabbazi A, Samadi N, Babaloo Z, Azad M, et al. Methylation status of interleukin-6 gene promoter in patients with Behcet’s disease. Reumatol Clin. 2018;16:229–34.

    Article  PubMed  Google Scholar 

  26. Chavez-Valencia RA, Chiaroni-Clarke RC, Martino DJ, Munro JE, Allen RC, Akikusa JD, et al. The DNA methylation landscape of CD4(+) T cells in oligoarticular juvenile idiopathic arthritis. J Autoimmun. 2018;86:29–38.

    Article  CAS  PubMed  Google Scholar 

  27. Nakano K, Whitaker JW, Boyle DL, Wang W, Firestein GS. DNA methylome signature in rheumatoid arthritis. Ann Rheum Dis. 2013;72:110–7.

    Article  CAS  PubMed  Google Scholar 

  28. Cai G, Zhang X, Xin L, Wang L, Wang M, Yang X, et al. Associations between vitamin D receptor gene polymorphisms and ankylosing spondylitis in Chinese Han population: a case-control study. Osteoporos Int. 2016;27:2327–33.

    Article  CAS  PubMed  Google Scholar 

  29. Lai NS, Chou JL, Chen GC, Liu SQ, Lu MC, Chan MW. Association between cytokines and methylation of SOCS-1 in serum of patients with ankylosing spondylitis. Mol Biol Rep. 2014;41:3773–80.

    Article  CAS  PubMed  Google Scholar 

  30. Aslani S, Mahmoudi M, Garshasbi M, Jamshidi AR, Karami J, Nicknam MH. Evaluation of DNMT1 gene expression profile and methylation of its promoter region in patients with ankylosing spondylitis. Clin Rheumatol. 2016;35:2723–31.

    Article  PubMed  Google Scholar 

  31. Hao J, Liu Y, Xu J, Wang W, Wen Y, He A, et al. Genome-wide DNA methylation profile analysis identifies differentially methylated loci associated with ankylosis spondylitis. Arthritis Res Ther. 2017;19:177.

    Article  PubMed  PubMed Central  Google Scholar 

  32. McGowan J, Peter C, Kim J, Popli S, Veerman B, Saul-McBeth J, et al. 14-3-3ζ-TRAF5 axis governs interleukin-17A signaling. Proc Natl Acad Sci U S A. 2020;117:25008–17.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  33. Meyer B, Chavez RA, Munro JE, Chiaroni-Clarke RC, Akikusa JD, Allen RC, et al. DNA methylation at IL32 in juvenile idiopathic arthritis. Sci Rep. 2015;5:11063.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  34. Ellis JA, Munro JE, Chavez RA, Gordon L, Joo JE, Akikusa JD, et al. Genome-scale case-control analysis of CD4+ T-cell DNA methylation in juvenile idiopathic arthritis reveals potential targets involved in disease. Clin Epigenetics. 2012;4:20.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  35. Wang X, Yang J, Han L, Zhao K, Wu Q. Bao L, et al. TRAF5-mediated Lys-63-linked polyubiquitination plays an essential role in positive regulation of RORγt in promoting IL-17A expression. J Biol Chem. 2015;290:29086–94.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  36. Hong X, Hao K, Ladd-Acosta C, Hansen KD, Tsai HJ, Liu X, et al. Genome-wide association study identifies peanut allergy-specific loci and evidence of epigenetic mediation in US children. Nat Commun. 2015;6:6304.

    Article  CAS  PubMed  Google Scholar 

  37. Xiang Q, Chen L, Fang J, Hou S, Wei L, Bai L, et al. TNF receptor-associated factor 5 gene confers genetic predisposition to acute anterior uveitis and pediatric uveitis. Arthritis Res Ther. 2013;15:R113.

    Article  PubMed  PubMed Central  Google Scholar 

  38. Edmunds L, Elswood J, Calin A. New light on uveitis in ankylosing spondylitis. J Rheumatol. 1991;18:50–2.

    CAS  PubMed  Google Scholar 

  39. Zeboulon N, Dougados M, Gossec L. Prevalence and characteristics of uveitis in the spondyloarthropathies: a systematic literature review. Ann Rheum Dis. 2008;67:955–9.

    Article  CAS  PubMed  Google Scholar 

  40. Cortes A, Hadler J, Pointon JP, Robinson PC, Karaderi T, Leo P, et al. Identification of multiple risk variants for ankylosing spondylitis through high-density genotyping of immune-related loci. Nat Genet. 2013;45:730–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  41. Ellinghaus D, Jostins L, Spain SL, Cortes A, Bethune J, Han B, et al. Analysis of five chronic inflammatory diseases identifies 27 new associations and highlights disease-specific patterns at shared loci. Nat Genet. 2016;48:510–8.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  42. Vishwakarma S, Iyer LR, Muley M, Singh PK, Shastry A, Saxena A, et al. Tubastatin, a selective histone deacetylase 6 inhibitor shows anti-inflammatory and anti-rheumatic effects. Int Immunopharmacol. 2013;16:72–8.

    Article  CAS  PubMed  Google Scholar 

  43. Coit P, Kaushik P, Caplan L, Kerr GS, Walsh JA, Dubreuil M, et al. Genome-wide DNA methylation analysis in ankylosing spondylitis identifies HLA-B*27 dependent and independent DNA methylation changes in whole blood. J Autoimmun. 2019;102:126–32.

    Article  CAS  PubMed  Google Scholar 

Download references

Acknowledgements

We are deeply grateful to all the patients and healthy controls who participated in our study. And we would like to acknowledge the National Natural Science Foundation of China for its financial support.

Funding

The study was sponsored by the National Natural Science Foundation of China (82073655 and 81773514) and the Scientific Research Level upgrading Project of Anhui Medical University (2020xkjT006).

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Faming Pan.

Ethics declarations

Conflict of interest

The authors declare no competing interests.

Ethical approval

The study was approved by the Ethical Committee of Anhui Medical University (Hefei, China) and all procedures have complied with the 1964 Declaration of Helsinki.

Informed consent

All the subjects were given an informed consent and were well told of the study protocol.

Additional information

Publisher’s note Springer Nature remains neutral with regard to jurisdictional claims in published maps and institutional affiliations.

Supplementary information

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Xu, S., Gao, X., Ma, Y. et al. Association of methylation level and transcript level in TRAF5 gene with ankylosing spondylitis: a case-control study. Genes Immun 22, 101–107 (2021). https://doi.org/10.1038/s41435-021-00135-7

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s41435-021-00135-7

This article is cited by

Search

Quick links