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:

PSMC6 induces immune cell infiltration and inflammatory response to aggravate primary Sjögren’s syndrome

Abstract

Increasing evidence suggests that immune cell infiltration is involved in primary Sjögren’s syndrome (pSS), while the underlying molecular mechanisms remain elusive. Herein, this study aims to explore the key molecular mechanism in immune cell infiltration in pSS based on Gene Expression Omnibus (GEO) database. Differentially expressed genes (DEGs) were obtained, followed by weighted gene co-expression network analysis to acquire the pSS-related module genes. Moreover, pSS-related DEGs and module genes were intersected. Additionally, the correlation between key genes and immune cell infiltration was analyzed by CIBERSORT algorithm. Furthermore, pSS mouse models were established to explore the effects of PSMC6 on immune cell infiltration and inflammatory responses in pSS. A total of 51 DEGs and 334 key module genes were involved in the occurrence of pSS. The immune cell infiltration was correlated with pSS, and PSMC6, highly expressed in pSS samples, may be the key immune gene. In vivo animal experiments demonstrated that PSMC6 was upregulated in pSS, and PSMC6 knockdown could reduce lymphocytic infiltration in salivary glands and lacrimal glands and the levels of related inflammatory factors in the pSS and increase the proportion of Treg cells. Collectively, PSMC6 could induce immune cell infiltration and inflammatory responses to promote the occurrence of pSS, providing us with a potential therapeutic target for treating pSS.

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
Fig. 2
Fig. 3
Fig. 4
Fig. 5
Fig. 6
Fig. 7

Similar content being viewed by others

Data availability

The data underlying this article will be shared on reasonable request to the corresponding author.

References

  1. Bjordal O, Norheim KB, Rodahl E, Jonsson R, Omdal R. Primary Sjogren’s syndrome and the eye. Surv Ophthalmol. 2020;65:119–32.

    Article  PubMed  Google Scholar 

  2. Chen W, Yang F, Xu G, Ma J, Lin J. Follicular helper T cells and follicular regulatory T cells in the immunopathology of primary Sjogren’s syndrome. J Leukoc Biol. 2021;109:437–47.

    Article  CAS  PubMed  Google Scholar 

  3. Odani T, Chiorini JA. Targeting primary Sjogren’s syndrome. Mod Rheumatol. 2019;29:70–86.

    Article  PubMed  Google Scholar 

  4. Oyelakin A, Horeth E, Song EC, Min S, Che M, Marzullo B, et al. Transcriptomic and network analysis of minor salivary glands of patients with primary Sjogren’s syndrome. Front Immunol. 2020;11:606268.

    Article  CAS  PubMed  Google Scholar 

  5. Du W, Han M, Zhu X, Xiao F, Huang E, Che N, et al. The multiple roles of B cells in the pathogenesis of Sjogren’s syndrome. Front Immunol. 2021;12:684999.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  6. Li N, Li Y, Hu J, Wu Y, Yang J, Fan H, et al. A link between mitochondrial dysfunction and the immune microenvironment of salivary glands in primary Sjogren’s syndrome. Front Immunol. 2022;13:845209.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Hou X, Hong X, Ou M, Meng S, Wang T, Liao S, et al. Analysis of gene expression and TCR/B cell receptor profiling of immune cells in primary Sjogren’s syndrome by single-cell sequencing. J Immunol. 2022;209:238–49.

    Article  CAS  PubMed  Google Scholar 

  8. Cheng C, Zhou J, Chen R, Shibata Y, Tanaka R, Wang J, et al. Predicted disease-specific immune infiltration patterns decode the potential mechanisms of long non-coding RNAs in primary Sjogren’s syndrome. Front Immunol. 2021;12:624614.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  9. Kroese FGM, Haacke EA, Bombardieri M. The role of salivary gland histopathology in primary Sjogren’s syndrome: promises and pitfalls. Clin Exp Rheumatol. 2018;36:222–33.

    PubMed  Google Scholar 

  10. Bharaj TK, Aqrawi LA, Fromreide S, Jonsson R, Brun JG, Appel S, et al. Inflammatory stratification in primary Sjogren’s syndrome reveals novel immune cell alterations in patients’ minor salivary glands. Front Immunol. 2021;12:701581.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Zeng Q, Wen J, Zheng L, Zeng W, Chen S, Zhao C. Identification of immune-related diagnostic markers in primary Sjogren’s syndrome based on bioinformatics analysis. Ann Transl Med. 2022;10:487.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  12. Nakamura K, Kusama K, Hori M, Imakawa K. The effect of bta-miR-26b in intrauterine extracellular vesicles on maternal immune system during the implantation period. Biochem Biophys Res Commun. 2021;573:100–06.

    Article  CAS  PubMed  Google Scholar 

  13. Zhang Y, Cao X, Li P, Fan Y, Zhang L, Li W, et al. PSMC6 promotes osteoblast apoptosis through inhibiting PI3K/AKT signaling pathway activation in ovariectomy-induced osteoporosis mouse model. J Cell Physiol. 2020;235:5511–24.

    Article  CAS  PubMed  Google Scholar 

  14. Bakutenko IY, Hileuskaya ID, Nikitchenko NV, Sechko EV, Tchitchko AM, Batyan GM, et al. Polymorphism of proteasomal genes can be a risk factor for systemic autoimmune diseases in children. J Pediatr Genet. 2021;10:98–104.

    Article  PubMed  Google Scholar 

  15. Langfelder P, Horvath S. WGCNA: an R package for weighted correlation network analysis. BMC Bioinforma. 2008;9:559.

    Article  Google Scholar 

  16. Ren Y, Cui G, Gao Y. Research progress on inflammatory mechanism of primary Sjogren syndrome. Zhejiang Da Xue Xue Bao Yi Xue Ban. 2021;50:783–94.

    PubMed  PubMed Central  Google Scholar 

  17. Verstappen GM, Pringle S, Bootsma H, Kroese FGM. Epithelial-immune cell interplay in primary Sjogren syndrome salivary gland pathogenesis. Nat Rev Rheumatol. 2021;17:333–48.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Xie JQ, Lu YP, Sun HL, Gao LN, Song PP, Feng ZJ, et al. Sex difference of ribosome in stroke-induced peripheral immunosuppression by integrated bioinformatics analysis. Biomed Res Int. 2020;2020:3650935.

    Article  PubMed  PubMed Central  Google Scholar 

  19. Tscherner M, Zwolanek F, Jenull S, Sedlazeck FJ, Petryshyn A, Frohner IE, et al. The Candida albicans histone acetyltransferase Hat1 regulates stress resistance and virulence via distinct chromatin assembly pathways. PLoS Pathog. 2015;11:e1005218.

    Article  PubMed  PubMed Central  Google Scholar 

  20. Nakai A, Fujimoto J, Miyata H, Stumm R, Narazaki M, Schulz S, et al. The COMMD3/8 complex determines GRK6 specificity for chemoattractant receptors. J Exp Med. 2019;216:1630–47.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  21. Adoro S, Park KH, Bettigole SE, Lis R, Shin HR, Seo H, et al. Post-translational control of T cell development by the ESCRT protein CHMP5. Nat Immunol. 2017;18:780–90.

    Article  CAS  PubMed  Google Scholar 

  22. Iglesias M, Augustin JJ, Alvarez P, Santiuste I, Postigo J, Merino J, et al. Selective impairment of TH17-differentiation and protection against autoimmune arthritis after overexpression of BCL2A1 in T lymphocytes. PLoS One. 2016;11:e0159714.

    Article  PubMed  PubMed Central  Google Scholar 

  23. Zhang M, Wang X, Chen X, Zhang Q, Hong J. Novel immune-related gene signature for risk stratification and prognosis of survival in lower-grade glioma. Front Genet. 2020;11:363.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Nie K, Li J, Peng L, Zhang M, Huang W. Pan-cancer analysis of the characteristics of LY96 in prognosis and immunotherapy across human cancer. Front Mol Biosci. 2022;9:837393.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  25. Li N, Li L, Wu M, Li Y, Yang J, Wu Y, et al. Integrated bioinformatics and validation reveal potential biomarkers associated with progression of primary Sjogren’s syndrome. Front Immunol. 2021;12:697157.

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  26. Kanamori M, Nakatsukasa H, Okada M, Lu Q, Yoshimura A. Induced regulatory T cells: their development, stability, and applications. Trends Immunol. 2016;37:803–11.

    Article  CAS  PubMed  Google Scholar 

  27. Hao LR, Li XF, Gao C, Cao L, Han ZY, Gao H. Th17/Treg cell level and clinical characteristics of peripheral blood of patients with Sjogren’s syndrome complicated with primary biliary cirrhosis. Med (Baltim). 2019;98:e15952.

    Article  Google Scholar 

Download references

Funding

This study was funded by Chunhui Program of the Ministry of Education (z2010041), Natural Science Foundation of Heilongjiang Province (H2017064) and Project of Heilongjiang Traditional Chinese Medicine Association (21102190004).

Author information

Authors and Affiliations

Authors

Contributions

Conceived and designed the experiments: YZP, YTQ. Performed experimental: HZ, LYH. Performed experimental validation: XYZ, QNL. Analyzed the data and conceived figures and tables: XYZ, QNL. Wrote the paper: YZP, YTQ. Contributed to the writing of the manuscript: HZ, LYH. All authors revised and approved the final version of the manuscript.

Corresponding author

Correspondence to Yongzhu Piao.

Ethics declarations

Competing interests

The authors declare no competing interests.

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

Springer Nature or its licensor (e.g. a society or other partner) holds exclusive rights to this article under a publishing agreement with the author(s) or other rightsholder(s); author self-archiving of the accepted manuscript version of this article is solely governed by the terms of such publishing agreement and applicable law.

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Piao, Y., Qi, Y., Zhang, H. et al. PSMC6 induces immune cell infiltration and inflammatory response to aggravate primary Sjögren’s syndrome. J Hum Genet 68, 263–271 (2023). https://doi.org/10.1038/s10038-022-01107-z

Download citation

  • Received:

  • Revised:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1038/s10038-022-01107-z

Search

Quick links