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Circulating S100 proteins effectively discriminate SLE patients from healthy controls: a cross-sectional study

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Abstract

S100 proteins are currently being investigated as potential diagnostic and prognostic biomarkers of several cancers and inflammatory diseases. The aims of this study were to analyse the plasma levels of S100A4, S100A8/9 and S100A12 in patients with incomplete systemic lupus erythematosus (iSLE), in patients with established SLE and in healthy controls (HCs) and to investigate the potential utility of the S100 proteins as diagnostic or activity-specific biomarkers in SLE. Plasma levels were measured by ELISA in a cross-sectional cohort study of 44 patients with SLE, 8 patients with iSLE and 43 HCs. Disease activity was assessed using the SLEDAI-2K. The mean levels of all S100 proteins were significantly higher in SLE patients compared to HCs. In iSLE patients, the levels of S100A4 and S100A12 but not S100A8/9 were also significantly higher compared to HCs. There were no significant differences in S100 levels between the iSLE and SLE patients. Plasma S100 proteins levels effectively discriminated between SLE patients and HCs. The area under the curve (AUC) for S100A4, S100A8/9 and S100A12 plasma levels was 0.989 (95% CI 0.976–1.000), 0.678 (95% CI 0.563–0.792) and 0.807 (95% CI 0.715–0.899), respectively. S100 levels did not differentiate between patients with high and low disease activity. Only the S100A12 levels were significantly associated with SLEDAI-2K and with cSLEDAI-2K. S100 proteins were significantly higher in SLE patients compared HCs and particularly S100A4 could be proposed as a potential diagnostic biomarker for SLE.

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Abbreviations

ANA:

Anti-nuclear antibodies

anti-dsDNA:

Anti-double-stranded DNA antibody

BILAG:

British Isles Lupus Assessment Group disease activity index

CI:

Confidence interval

c-SLEDAI-2 K:

Systemic lupus erythematosus Disease Activity Index 2000 clinical items

DAMPs:

Damage-associated molecular patterns

ELISA:

Enzyme-linked immunosorbent assay

EMT:

Epithelial–mesenchymal transition

GC:

Glucocorticoids

HCs:

Healthy controls

IF:

Immunofluorescence

IS:

Immunosuppressants

LIA:

Line immunoassay

ROC:

Receiver operating characteristic

SD:

Standard deviation

SLE:

Systemic lupus erythematosus

SLEDAI-2K:

Systemic Lupus Erythematosus Disease Activity Index 2000

SLICC/ACR:

Systemic Lupus International Collaborating Clinics/American College of Rheumatology

RA:

Rheumatoid arthritis

RAGE:

The receptor for advanced glycation end product

References

  1. Lisnevskaia L, Murphy G, Isenberg D (2014) Systemic lupus erythematosus. Lancet 384:1878–1888. https://doi.org/10.1016/S0140-6736(14)60128-8

    Article  PubMed  Google Scholar 

  2. Ahearn JM, Liu C-C, Kao AH, Manzi S (2012) Biomarkers for systemic lupus erythematosus. Transl Res 159:326–342. https://doi.org/10.1016/j.trsl.2012.01.021

    Article  CAS  PubMed  Google Scholar 

  3. Tektonidou MG, Ward MM (2011) Validation of new biomarkers in systemic autoimmune diseases. Nat Rev Rheumatol 7:708–717. https://doi.org/10.1038/nrrheum.2011.157

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  4. Aletaha D, Smolen J The simplified disease activity index (SDAI) and the clinical disease activity index (CDAI): a review of their usefulness and validity in rheumatoid arthritis. Clin Exp Rheumatol 23:S100-8

  5. Herbst R, Liu Z, Jallal B, Yao Y (2012) Biomarkers for systemic lupus erythematosus. Int J Rheum Dis 15:433–444. https://doi.org/10.1111/j.1756-185X.2012.01764.x

    Article  CAS  PubMed  Google Scholar 

  6. Sedaghat F, Notopoulos A (2008) S100 protein family and its application in clinical practice. Hippokratia 12:198–204. https://doi.org/10.1016/j.amjsurg.2009.11.010

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  7. Bresnick AR, Weber DJ, Zimmer DB (2015) S100 proteins in cancer. Nat Rev Cancer 15:96–109. https://doi.org/10.1038/nrc3893

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  8. Chen H (2014) S100 protein family in human cancer. Am J Cancer Res 4:89–115. https://doi.org/10.1053/j.jvca.2004.07.027

    Article  PubMed  PubMed Central  Google Scholar 

  9. Nordal H, Brun J, Hordvik M et al (2016) Calprotectin (S100A8/A9) and S100A12 are associated with measures of disease activity in a longitudinal study of patients with rheumatoid arthritis treated with infliximab. Scand J Rheumatol 45:274–281. https://doi.org/10.3109/03009742.2015.1107128

    Article  CAS  PubMed  Google Scholar 

  10. Andrés Cerezo L, Mann H, Pecha O et al (2011) Decreases in serum levels of S100A8/9 (calprotectin) correlate with improvements in total swollen joint count in patients with recent-onset rheumatoid arthritis. Arthritis Res Ther 13:R122. https://doi.org/10.1186/ar3426

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  11. Klingelhöfer J, Šenolt L, Baslund B et al (2007) Up-regulation of metastasis-promoting S100A4 (Mts-1) in rheumatoid arthritis: Putative involvement in the pathogenesis of rheumatoid arthritis. Arthritis Rheumatol 56:779–789. https://doi.org/10.1002/ART.22398

    Article  Google Scholar 

  12. Šenolt L, Andres Cerezo L, Šumová B et al (2015) High levels of metastasis-inducing S100A4 protein and treatment outcome in early rheumatoid arthritis: data from the PERAC cohort. Biomarkers 20:47–51. https://doi.org/10.3109/1354750X.2014.989544

    Article  CAS  PubMed  Google Scholar 

  13. Pleštilová L, Mann H, Andrés Cerezo L et al (2014) The metastasis promoting protein S100A4 levels associate with disease activity rather than cancer development in patients with idiopathic inflammatory myopathies. Arthritis Res Ther 16:468. https://doi.org/10.1186/s13075-014-0468-2

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  14. Foell D, Roth J (2004) Proinflammatory S100 proteins in arthritis and autoimmune disease. Arthritis Rheum 50:3762–3771. https://doi.org/10.1002/art.20631

    Article  CAS  PubMed  Google Scholar 

  15. Foell D, Wittkowski H, Vogl T, Roth J (2006) S100 proteins expressed in phagocytes: a novel group of damage-associated molecular pattern molecules. J Leukoc Biol 81:28–37. https://doi.org/10.1189/jlb.0306170

    Article  CAS  PubMed  Google Scholar 

  16. Bian L, Strzyz P, Jonsson IM et al (2011) S100a4 deficiency is associated with efficient bacterial clearance and protects against joint destruction during staphylococcal infection. J Infect Dis 204:722–730. https://doi.org/10.1093/infdis/jir369

    Article  CAS  PubMed  Google Scholar 

  17. Donato R, Cannon BR, Sorci G et al (2013) Functions of S100 proteins. Curr Mol Med 13:24–57. https://doi.org/10.2174/1566524011307010024

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  18. Andrés Cerezo L, Remá ková M, Tomčik M et al (2014) The metastasis-associated protein S100A4 promotes the inflammatory response of mononuclear cells via the TLR4 signalling pathway in rheumatoid arthritis. Rheumatol (United Kingdom) 53:1520–1526. https://doi.org/10.1093/rheumatology/keu031

    Article  CAS  Google Scholar 

  19. Tomcik M, Palumbo-Zerr K, Zerr P et al (2014) S100A4 amplifies TGF-β-induced fibroblast activation in systemic sclerosis. Ann Rheum Dis. https://doi.org/10.1136/annrheumdis-2013-204516

    Article  PubMed  Google Scholar 

  20. Schneider M, Hansen JL, Sheikh SP (2008) S100A4: a common mediator of epithelial–mesenchymal transition, fibrosis and regeneration in diseases? J Mol Med 86:507–522. https://doi.org/10.1007/s00109-007-0301-3

    Article  CAS  PubMed  Google Scholar 

  21. Soyfoo MS, Roth J, Vogl T et al (2009) Phagocyte-specific S100A8/A9 protein levels during disease exacerbations and infections in systemic lupus erythematosus. J Rheumatol 36:2190–2194. https://doi.org/10.3899/jrheum.01302

    Article  CAS  PubMed  Google Scholar 

  22. Tyden H, Lood C, Gullstrand B et al (2013) Increased serum levels of S100A8/A9 and S100A12 are associated with cardiovascular disease in patients with inactive systemic lupus erythematosus. Rheumatology 52:2048–2055. https://doi.org/10.1093/rheumatology/ket263

    Article  CAS  PubMed  Google Scholar 

  23. Turnier JL, Fall N, Thornton S et al (2017) Urine S100 proteins as potential biomarkers of lupus nephritis activity. Arthritis Res Ther 19:242. https://doi.org/10.1186/s13075-017-1444-4

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  24. Hochberg MC (1997) Updating the American College of Rheumatology revised criteria for the classification of systemic lupus erythematosus. Arthritis Rheum 40:1725. https://doi.org/10.1002/1529-0131(199709)40:9%3C1725::AID-ART29%3E3.0.CO;2-Y

    Article  CAS  PubMed  Google Scholar 

  25. Gladman DD, Ibañez D, Urowitz MB (2002) Systemic lupus erythematosus disease activity index 2000. J Rheumatol 29:288–291

    PubMed  Google Scholar 

  26. Abrahamowicz M, Fortin PR, Du Berger R et al (1998) The relationship between disease activity and expert physician’s decision to start major treatment in active systemic lupus erythematosus: a decision aid for development of entry criteria for clinical trials. J Rheumatol 25:277–284

    CAS  PubMed  Google Scholar 

  27. Zibert JR, Skov L, Thyssen JP et al (2009) Significance of the S100A4 protein in psoriasis. J Invest Dermatol 130:150–160. https://doi.org/10.1038/jid.2009.206

    Article  CAS  Google Scholar 

  28. Fei F, Qu J, Zhang M et al (2017) S100A4 in cancer progression and metastasis: a systematic review. Oncotarget 8:73219–73239. https://doi.org/10.18632/oncotarget.18016

    Article  PubMed  PubMed Central  Google Scholar 

  29. Lozano S, Mossad E (2004) Cerebral function monitors during pediatric cardiac surgery: can they make a difference? J Cardiothorac Vasc Anesth 18:645–656. https://doi.org/10.1053/j.jvca.2004.07.027

    Article  PubMed  Google Scholar 

  30. Grigorian MS, Tulchinsky EM, Zain S et al (1993) The mts1 gene and control of tumor metastasis. Gene 135:229–238. https://doi.org/10.1016/0378-1119(93)90070-J

    Article  CAS  PubMed  Google Scholar 

  31. Okada H, Danoff TM, Kalluri R, Neilson EG (1997) Early role of Fsp1 in epithelial-mesenchymal transformation. Am J Physiol 273:F563–F574

    Article  CAS  PubMed  Google Scholar 

  32. Grigorian M, Andresen S, Tulchinsky E et al (2001) Tumor suppressor p53 protein is a new target for the metastasis-associated Mts1/S100A4 protein: functional consequences of their interaction. J Biol Chem 276:22699–22708. https://doi.org/10.1074/jbc.M010231200

    Article  CAS  PubMed  Google Scholar 

  33. Orre LM, Panizza E, Kaminskyy VO et al (2013) S100A4 interacts with p53 in the nucleus and promotes p53 degradation. Oncogene 32:5531–5540. https://doi.org/10.1038/onc.2013.213

    Article  CAS  PubMed  Google Scholar 

  34. Li ZH, Bresnick AR (2006) The S100A4 metastasis factor regulates cellular motility via a direct interaction with myosin-IIA. Cancer Res doi. https://doi.org/10.1158/0008-5472.CAN-05-3087

    Article  Google Scholar 

  35. Xu H, Li M, Zhou Y et al (2016) S100A4 participates in epithelial-mesenchymal transition in breast cancer via targeting MMP2. Tumor Biol 37:2925–2932. https://doi.org/10.1007/s13277-015-3709-3

    Article  CAS  Google Scholar 

  36. Davies BR, O’Donnell M, Durkan GC et al (2002) Expression of S100A4 protein is associated with metastasis and reduced survival in human bladder cancer. J Pathol 196:292–299. https://doi.org/10.1002/path.1051

    Article  CAS  PubMed  Google Scholar 

  37. Hemandas AK, Salto-Tellez M, Maricar SH et al (2006) Metastasis-associated protein S100A4—a potential prognostic marker for colorectal cancer. J Surg Oncol 93:498–503. https://doi.org/10.1002/jso.20460

    Article  CAS  PubMed  Google Scholar 

  38. Chow K-H, Park HJ, George J et al (2017) S100A4 is a biomarker and regulator of glioma stem cells that is critical for mesenchymal transition in glioblastoma. Cancer Res 77:5360–5373. https://doi.org/10.1158/0008-5472.CAN-17-1294

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  39. Haga HJ, Brun JG, Berntzen HB et al (1993) Calprotectin in patients with systemic lupus erythematosus: relation to clinical and laboratory parameters of disease activity. Lupus 2:47–50. https://doi.org/10.1177/096120339300200108

    Article  CAS  PubMed  Google Scholar 

  40. Lood C, Tydén H, Gullstrand B et al (2016) Platelet-derived S100A8/A9 and cardiovascular disease in systemic lupus erythematosus. Arthritis Rheumatol 68:1970–1980. https://doi.org/10.1002/art.39656

    Article  CAS  PubMed  Google Scholar 

  41. Tantivitayakul P, Benjachat T, Somparn P et al (2016) Elevated expressions of myeloid-related proteins-8 and -14 are danger biomarkers for lupus nephritis. Lupus 25:38–45. https://doi.org/10.1177/0961203315598015

    Article  CAS  PubMed  Google Scholar 

  42. Hakkim A, Fürnrohr BG, Amann K et al (2010) Impairment of neutrophil extracellular trap degradation is associated with lupus nephritis. Proc Natl Acad Sci USA 107:9813–9818. https://doi.org/10.1073/pnas.0909927107

    Article  PubMed  PubMed Central  Google Scholar 

  43. Ren Y, Tang J, Mok MY et al (2003) Increased apoptotic neutrophils and macrophages and impaired macrophage phagocytic clearance of apoptotic neutrophils in systemic lupus erythematosus. Arthritis Rheum 48:2888–2897. https://doi.org/10.1002/art.11237

    Article  PubMed  Google Scholar 

  44. Muñoz LE, Janko C, Franz S et al (2012) Immune complex formation after exposure of autoantigens on the surface of secondary necrotic cells (SNEC) promotes inflammation in SLE. Ann Rheum Dis 71:A73.1–A73. https://doi.org/10.1136/annrheumdis-2011-201238.2

    Article  Google Scholar 

  45. Donnelly S, Roake W, Brown S et al (2006) Impaired recognition of apoptotic neutrophils by the C1q/calreticulin and CD91 pathway in systemic lupus erythematosus. Arthritis Rheum 54:1543–1556. https://doi.org/10.1002/art.21783

    Article  CAS  PubMed  Google Scholar 

  46. Cappione A, Anolik JH, Pugh-Bernard A et al (2005) Germinal center exclusion of autoreactive B cells is defective in human systemic lupus erythematosus. J Clin Invest 115:3205–3216. https://doi.org/10.1172/JCI24179

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  47. Kalaaji M, Mortensen E, Jørgensen L et al (2006) Nephritogenic lupus antibodies recognize glomerular basement membrane-associated chromatin fragments released from apoptotic intraglomerular cells. Am J Pathol 168:1779–1792. https://doi.org/10.2353/ajpath.2006.051329

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  48. Uccellini MB, Avalos AM, Marshak-Rothstein A, Viglianti GA (2009) Toll-like receptor-dependent immune complex activation of B cells and dendritic cells. Humana Press, Totowa, pp 363–380

    Google Scholar 

  49. Lood C, Stenström M, Tydén H et al (2011) Protein synthesis of the pro-inflammatory S100A8/A9 complex in plasmacytoid dendritic cells and cell surface S100A8/A9 on leukocyte subpopulations in systemic lupus erythematosus. Arthritis Res Ther 13:R60. https://doi.org/10.1186/ar3314

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  50. Ghosh HS, Cisse B, Bunin A et al (2010) Continuous expression of the transcription factor E2-2 maintains the cell fate of mature plasmacytoid dendritic cells. Immunity 33:905–916. https://doi.org/10.1016/j.immuni.2010.11.023

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  51. Bianchi ME (2006) DAMPs, PAMPs and alarmins: all we need to know about danger. J Leukoc Biol 81:1–5. https://doi.org/10.1189/jlb.0306164

    Article  CAS  PubMed  Google Scholar 

  52. Ghavami S, Eshragi M, Ande SR et al (2010) S100A8/A9 induces autophagy and apoptosis via ROS-mediated cross-talk between mitochondria and lysosomes that involves BNIP3. Cell Res 20:314–331. https://doi.org/10.1038/cr.2009.129

    Article  CAS  PubMed  Google Scholar 

  53. Gestermann N, Di Domizio J, Lande R et al (2018) Netting neutrophils activate autoreactive B cells in lupus. J Immunol 200:3364–3371. https://doi.org/10.4049/jimmunol.1700778

    Article  CAS  PubMed  Google Scholar 

  54. Villanueva E, Yalavarthi S, Berthier CC et al (2011) Netting neutrophils induce endothelial damage, infiltrate tissues, and expose immunostimulatory molecules in systemic lupus erythematosus. J Immunol 187:538–552. https://doi.org/10.4049/jimmunol.1100450

    Article  CAS  PubMed  Google Scholar 

  55. Brinkmann V, Reichard U, Goosmann C et al (2004) Neutrophil extracellular traps kill bacteria. Science 303:1532–1535. https://doi.org/10.1126/science.1092385

    Article  CAS  PubMed  Google Scholar 

  56. Lande R, Ganguly D, Facchinetti V et al (2012) Neutrophils activate plasmacytoid dendritic cells by releasing self-DNA–peptide complexes in systemic lupus erythematosus. Sci Transl Med 3:1–20. https://doi.org/10.1126/scitranslmed.3001180.Neutrophils

    Article  Google Scholar 

  57. Garcia-Romo GS, Caielli S, Vega B et al (2011) Netting neutrophils are major inducers of type I IFN production in pediatric systemic lupus erythematosus. Sci Transl Med 3:73ra20. https://doi.org/10.1126/scitranslmed.3001201

    Article  PubMed  PubMed Central  Google Scholar 

  58. Hakkim A, Furnrohr BG, Amann K et al (2010) Impairment of neutrophil extracellular trap degradation is associated with lupus nephritis. Proc Natl Acad Sci 107:9813–9818. https://doi.org/10.1073/pnas.0909927107

    Article  PubMed  PubMed Central  Google Scholar 

  59. Urban CF, Ermert D, Schmid M et al (2009) Neutrophil extracellular traps contain calprotectin, a cytosolic protein complex involved in host defense against Candida albicans. PLoS Pathog 5:e1000639. https://doi.org/10.1371/journal.ppat.1000639

    Article  CAS  PubMed  PubMed Central  Google Scholar 

  60. Richardson BC, Yung RL, Johnson KJ et al (1996) Monocyte apoptosis in patients with active lupus. Arthritis Rheum 39:1432–1434

    Article  CAS  PubMed  Google Scholar 

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Acknowledgements

We would like to thank Milada Lösterová for the excellent work as a study nurse in the management of the study.

Funding

This study was supported by the project of the Ministry of Health of the Czech Republic for conceptual development of research organization [Grant no. 00023728].

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Substantial contributions to the conception or design of the work: BS, MG, JZ, LS, LAC, KP, JV. Substantial contributions to the acquisition, analysis, or interpretation of data for the work: BS, HH, JZ, LS, LSz, LN, MU, LAC, JV. Drafting the work or revising it critically for important intellectual content: BS, HH, MG, LS, JZ, LSz, LN, MU, LAC, KP, JV. Final approval of the version to be published: BS, HH, MG, JZ, LS, LSz, LN, MU, LAC, KP, JV. Agreement to be accountable for all aspects of the work in ensuring that questions related to the accuracy or integrity of any part of the work are appropriately investigated and resolved: BS, HH, MG, JZ, LS, LSz, LN, MU, LAC, KP, JV.

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Correspondence to Jakub Závada.

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Šumová, B., Cerezo, L.A., Szczuková, L. et al. Circulating S100 proteins effectively discriminate SLE patients from healthy controls: a cross-sectional study. Rheumatol Int 39, 469–478 (2019). https://doi.org/10.1007/s00296-018-4190-2

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