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Published in: Arthritis Research & Therapy 1/2017

Open Access 01-12-2017 | Research article

Urine S100 proteins as potential biomarkers of lupus nephritis activity

Authors: Jessica L. Turnier, Ndate Fall, Sherry Thornton, David Witte, Michael R. Bennett, Simone Appenzeller, Marisa S. Klein-Gitelman, Alexei A. Grom, Hermine I. Brunner

Published in: Arthritis Research & Therapy | Issue 1/2017

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Abstract

Background

Improved, noninvasive biomarkers are needed to accurately detect lupus nephritis (LN) activity. The purpose of this study was to evaluate five S100 proteins (S100A4, S100A6, S100A8/9, and S100A12) in both serum and urine as potential biomarkers of global and renal system-specific disease activity in childhood-onset systemic lupus erythematosus (cSLE).

Methods

In this multicenter study, S100 proteins were measured in the serum and urine of four cSLE cohorts and healthy control subjects using commercial enzyme-linked immunosorbent assays. Patients were divided into cohorts on the basis of biospecimen availability: (1) longitudinal serum, (2) longitudinal urine, (3) cross-sectional serum, and (4) cross-sectional urine. Global and renal disease activity were defined using the Systemic Lupus Erythematosus Disease Activity Index 2000 (SLEDAI-2K) and the SLEDAI-2K renal domain score. Nonparametric testing was used for statistical analysis, including the Wilcoxon signed-rank test, Kruskal-Wallis test, Mann-Whitney U test, and Spearman’s rank correlation coefficient.

Results

All urine S100 proteins were elevated in patients with active LN compared with patients with active extrarenal disease and healthy control subjects. All urine S100 protein levels decreased with LN improvement, with S100A4 demonstrating the most significant decrease. Urine S100A4 levels were also higher with proliferative LN than with membranous LN. S100A4 staining in the kidney localized to mononuclear cells, podocytes, and distal tubular epithelial cells. Regardless of the S100 protein tested, serum levels did not change with cSLE improvement.

Conclusions

Higher urine S100 levels are associated with increased LN activity in cSLE, whereas serum S100 levels do not correlate with disease activity. Urine S100A4 shows the most promise as an LN activity biomarker, given its pronounced decrease with LN improvement, isolated elevation in urine, and positive staining in resident renal cells.
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Literature
1.
go back to reference Hiraki LT, Feldman CH, Liu J, Alarcón GS, Fischer MA, Winkelmayer WC, et al. Prevalence, incidence, and demographics of systemic lupus erythematosus and lupus nephritis from 2000 to 2004 among children in the US Medicaid beneficiary population. Arthritis Rheum. 2012;64:2669–76.CrossRefPubMedPubMedCentral Hiraki LT, Feldman CH, Liu J, Alarcón GS, Fischer MA, Winkelmayer WC, et al. Prevalence, incidence, and demographics of systemic lupus erythematosus and lupus nephritis from 2000 to 2004 among children in the US Medicaid beneficiary population. Arthritis Rheum. 2012;64:2669–76.CrossRefPubMedPubMedCentral
2.
go back to reference Rianthavorn P, Buddhasri A. Long-term renal outcomes of childhood-onset global and segmental diffuse proliferative lupus nephritis. Pediatr Nephrol. 2015;30:1969–76.CrossRefPubMed Rianthavorn P, Buddhasri A. Long-term renal outcomes of childhood-onset global and segmental diffuse proliferative lupus nephritis. Pediatr Nephrol. 2015;30:1969–76.CrossRefPubMed
3.
go back to reference Vachvanichsanong P, McNeil E. Pediatric lupus nephritis: more options, more chances? Lupus. 2013;22:545–53.CrossRefPubMed Vachvanichsanong P, McNeil E. Pediatric lupus nephritis: more options, more chances? Lupus. 2013;22:545–53.CrossRefPubMed
5.
go back to reference Mina R, Abulaban K, Klein-Gitelman MS, Eberhard BA, Ardoin SP, Singer N, et al. Validation of the lupus nephritis clinical indices in childhood-onset systemic lupus erythematosus. Arthritis Care Res (Hoboken). 2016;68:195–202.CrossRef Mina R, Abulaban K, Klein-Gitelman MS, Eberhard BA, Ardoin SP, Singer N, et al. Validation of the lupus nephritis clinical indices in childhood-onset systemic lupus erythematosus. Arthritis Care Res (Hoboken). 2016;68:195–202.CrossRef
6.
go back to reference Alvarado A, Malvar A, Lococo B, Alberton V, Toniolo F, Nagaraja H, et al. The value of repeat kidney biopsy in quiescent Argentinian lupus nephritis patients. Lupus. 2014;23:840–7.CrossRefPubMed Alvarado A, Malvar A, Lococo B, Alberton V, Toniolo F, Nagaraja H, et al. The value of repeat kidney biopsy in quiescent Argentinian lupus nephritis patients. Lupus. 2014;23:840–7.CrossRefPubMed
7.
go back to reference Kessel C, Holzinger D, Foell D. Phagocyte-derived S100 proteins in autoinflammation: putative role in pathogenesis and usefulness as biomarkers. Clin Immunol. 2013;147:229–41.CrossRefPubMed Kessel C, Holzinger D, Foell D. Phagocyte-derived S100 proteins in autoinflammation: putative role in pathogenesis and usefulness as biomarkers. Clin Immunol. 2013;147:229–41.CrossRefPubMed
8.
go back to reference Holzinger D, Frosch M, Kastrup A, Prince FHM, Otten MH, Van Suijlekom-Smit LW, et al. The Toll-like receptor 4 agonist MRP8/14 protein complex is a sensitive indicator for disease activity and predicts relapses in systemic-onset juvenile idiopathic arthritis. Ann Rheum Dis. 2012;71:974–80.CrossRefPubMed Holzinger D, Frosch M, Kastrup A, Prince FHM, Otten MH, Van Suijlekom-Smit LW, et al. The Toll-like receptor 4 agonist MRP8/14 protein complex is a sensitive indicator for disease activity and predicts relapses in systemic-onset juvenile idiopathic arthritis. Ann Rheum Dis. 2012;71:974–80.CrossRefPubMed
9.
go back to reference Haga HJ, Brun JG, Berntzen HB, Cervera R, Khamashta M, Hughes GR. Calprotectin in patients with systemic lupus erythematosus: relation to clinical and laboratory parameters of disease activity. Lupus. 1993;2:47–50.CrossRefPubMed Haga HJ, Brun JG, Berntzen HB, Cervera R, Khamashta M, Hughes GR. Calprotectin in patients with systemic lupus erythematosus: relation to clinical and laboratory parameters of disease activity. Lupus. 1993;2:47–50.CrossRefPubMed
10.
go back to reference Soyfoo MS, Roth J, Vogl T, Pochet R, Decaux GUY. Phagocyte-specific S100A8/A9 protein levels during disease exacerbations and infections in systemic lupus erythematosus. J Rheumatol. 2009;36:2190–4.CrossRefPubMed Soyfoo MS, Roth J, Vogl T, Pochet R, Decaux GUY. Phagocyte-specific S100A8/A9 protein levels during disease exacerbations and infections in systemic lupus erythematosus. J Rheumatol. 2009;36:2190–4.CrossRefPubMed
11.
go back to reference Lood C, Stenström M, Tydén H, Gullstrand B, Källberg E, Leanderson T, et al. 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. 2011;13(2):R60.CrossRefPubMedPubMedCentral Lood C, Stenström M, Tydén H, Gullstrand B, Källberg E, Leanderson T, et al. 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. 2011;13(2):R60.CrossRefPubMedPubMedCentral
12.
go back to reference Tantivitayakul P, Benjachat T, Somparn P, Leelahavanichkul A, Kittikovit V, Hirankarn N, et al. Elevated expressions of myeloid-related proteins-8 and -14 are danger biomarkers for lupus nephritis. Lupus. 2016;25(1):38–45.CrossRefPubMed Tantivitayakul P, Benjachat T, Somparn P, Leelahavanichkul A, Kittikovit V, Hirankarn N, et al. Elevated expressions of myeloid-related proteins-8 and -14 are danger biomarkers for lupus nephritis. Lupus. 2016;25(1):38–45.CrossRefPubMed
13.
go back to reference Iwano M, Yamaguchi Y, Iwamoto T, Nakatani K, Matsui M, Kubo A, et al. Urinary FSP1 is a biomarker of crescentic GN. J Am Soc Nephrol. 2012;23:209–14.CrossRefPubMedPubMedCentral Iwano M, Yamaguchi Y, Iwamoto T, Nakatani K, Matsui M, Kubo A, et al. Urinary FSP1 is a biomarker of crescentic GN. J Am Soc Nephrol. 2012;23:209–14.CrossRefPubMedPubMedCentral
15.
go back to reference Schneider M, Hansen JL, Sheikh SP. S100A4: a common mediator of epithelial-mesenchymal transition, fibrosis and regeneration in diseases? J Mol Med. 2008;86:507–22.CrossRefPubMed Schneider M, Hansen JL, Sheikh SP. S100A4: a common mediator of epithelial-mesenchymal transition, fibrosis and regeneration in diseases? J Mol Med. 2008;86:507–22.CrossRefPubMed
16.
go back to reference Tan E, Cohen AS, Fries JF, Masi AT, Mcshane DJ, Rothfield NF, et al. The 1982 revised criteria for the classification of systemic lupus erythematosus. Arthritis Rheum. 1982;25:1271–7.CrossRefPubMed Tan E, Cohen AS, Fries JF, Masi AT, Mcshane DJ, Rothfield NF, et al. The 1982 revised criteria for the classification of systemic lupus erythematosus. Arthritis Rheum. 1982;25:1271–7.CrossRefPubMed
17.
go back to reference Hochberg MC. Updating the American College of Rheumatology revised criteria for classification of systemic lupus erythematosus. Arthritis Rheumatol. 1997;40:1725.CrossRef Hochberg MC. Updating the American College of Rheumatology revised criteria for classification of systemic lupus erythematosus. Arthritis Rheumatol. 1997;40:1725.CrossRef
18.
go back to reference Barnes MG, Grom AA, Thompson SD, Griffin TA, Pavlidis P, Itert L, et al. Subtype-specific peripheral blood gene expression profiles in recent-onset juvenile idiopathic arthritis. Arthritis Rheum. 2009;60:2102–12.CrossRefPubMedPubMedCentral Barnes MG, Grom AA, Thompson SD, Griffin TA, Pavlidis P, Itert L, et al. Subtype-specific peripheral blood gene expression profiles in recent-onset juvenile idiopathic arthritis. Arthritis Rheum. 2009;60:2102–12.CrossRefPubMedPubMedCentral
19.
go back to reference Suzuki M, Wiers KM, Klein-Gitelman MS, Haines KA, Olson J, Onel KB, et al. Neutrophil gelatinase-associated lipocalin as a biomarker of disease activity in pediatric lupus nephritis. Pediatr Nephrol. 2008;23:403–12.CrossRefPubMed Suzuki M, Wiers KM, Klein-Gitelman MS, Haines KA, Olson J, Onel KB, et al. Neutrophil gelatinase-associated lipocalin as a biomarker of disease activity in pediatric lupus nephritis. Pediatr Nephrol. 2008;23:403–12.CrossRefPubMed
20.
go back to reference Gladman DD, Ibanez D, Urowitz MB. Systemic Lupus Erythematosus Disease Activity Index 2000. J Rheumatol. 2002;29(2):288–91.PubMed Gladman DD, Ibanez D, Urowitz MB. Systemic Lupus Erythematosus Disease Activity Index 2000. J Rheumatol. 2002;29(2):288–91.PubMed
21.
go back to reference Weening JJ, D’Agati VD, Schwartz MM, Seshan SV, Alpers CE, Appel GB, et al. The classification of glomerulonephritis in systemic lupus erythematosus revisited. Kidney Int. 2004;65:521–30.CrossRefPubMed Weening JJ, D’Agati VD, Schwartz MM, Seshan SV, Alpers CE, Appel GB, et al. The classification of glomerulonephritis in systemic lupus erythematosus revisited. Kidney Int. 2004;65:521–30.CrossRefPubMed
22.
go back to reference Austin HA, Muenz LR, Joyce KM, Antonovych TA, Kullick ME, Klippel JH, et al. Prognostic factors in lupus nephritis: contribution of renal histologic data. Am J Med. 1983;75:382–91.CrossRefPubMed Austin HA, Muenz LR, Joyce KM, Antonovych TA, Kullick ME, Klippel JH, et al. Prognostic factors in lupus nephritis: contribution of renal histologic data. Am J Med. 1983;75:382–91.CrossRefPubMed
23.
go back to reference Schwartz GJ, Work DF. Measurement and estimation of GFR in children and adolescents. Clin J Am Soc Nephrol. 2009;4:1832–43.CrossRefPubMed Schwartz GJ, Work DF. Measurement and estimation of GFR in children and adolescents. Clin J Am Soc Nephrol. 2009;4:1832–43.CrossRefPubMed
24.
go back to reference Schwartz GJ, Muñoz A, Schneider MF, Mak RH, Kaskel F, Warady BAFS. New equations to estimate GFR in children with CKD. J Am Soc Nephrol. 2009;20:629–37.CrossRefPubMedPubMedCentral Schwartz GJ, Muñoz A, Schneider MF, Mak RH, Kaskel F, Warady BAFS. New equations to estimate GFR in children with CKD. J Am Soc Nephrol. 2009;20:629–37.CrossRefPubMedPubMedCentral
25.
go back to reference Nishitani Y, Iwano M, Yamaguchi Y, Harada K, Nakatani K, Akai Y, et al. Fibroblast-specific protein 1 is a specific prognostic marker for renal survival in patients with IgAN. Kidney Int. 2005;68:1078–85.CrossRefPubMed Nishitani Y, Iwano M, Yamaguchi Y, Harada K, Nakatani K, Akai Y, et al. Fibroblast-specific protein 1 is a specific prognostic marker for renal survival in patients with IgAN. Kidney Int. 2005;68:1078–85.CrossRefPubMed
26.
go back to reference Harada K, Akai Y, Yamaguchi Y, Kimura K, Nishitani Y, Nakatani K, et al. Prediction of corticosteroid responsiveness based on fibroblast-specific protein 1 (FSP1) in patients with IgA nephropathy. Nephrol Dial Transplant. 2008;23:3152–9.CrossRefPubMed Harada K, Akai Y, Yamaguchi Y, Kimura K, Nishitani Y, Nakatani K, et al. Prediction of corticosteroid responsiveness based on fibroblast-specific protein 1 (FSP1) in patients with IgA nephropathy. Nephrol Dial Transplant. 2008;23:3152–9.CrossRefPubMed
27.
go back to reference Teramoto K, Negoro N, Kitamoto K, Iwai T, Iwao H, Okamura M. Microarray analysis of glomerular gene expression in murine lupus nephritis. J Pharmacol Sci. 2008;67:56–67.CrossRef Teramoto K, Negoro N, Kitamoto K, Iwai T, Iwao H, Okamura M. Microarray analysis of glomerular gene expression in murine lupus nephritis. J Pharmacol Sci. 2008;67:56–67.CrossRef
28.
go back to reference Yamaguchi Y, Iwano M, Suzuki D, Nakatani K, Kimura K, Harada K, et al. Epithelial-mesenchymal transition as a potential explanation for podocyte depletion in diabetic nephropathy. Am J Kidney Dis. 2009;54:653–64.CrossRefPubMed Yamaguchi Y, Iwano M, Suzuki D, Nakatani K, Kimura K, Harada K, et al. Epithelial-mesenchymal transition as a potential explanation for podocyte depletion in diabetic nephropathy. Am J Kidney Dis. 2009;54:653–64.CrossRefPubMed
29.
go back to reference Frosch M, Vogl T, Waldherr R, Sorg C, Sunderkötter C, Roth J. Expression of MRP8 and MRP14 by macrophages is a marker for severe forms of glomerulonephritis. J Leukoc Biol. 2004;75:198–206.CrossRefPubMed Frosch M, Vogl T, Waldherr R, Sorg C, Sunderkötter C, Roth J. Expression of MRP8 and MRP14 by macrophages is a marker for severe forms of glomerulonephritis. J Leukoc Biol. 2004;75:198–206.CrossRefPubMed
30.
go back to reference Seibert FS, Pagonas N, Arndt R, Heller F, Dragun D, Persson P, et al. Calprotectin and neutrophil gelatinase-associated lipocalin in the differentiation of pre-renal and intrinsic acute kidney injury. Acta Physiol. 2013;207:700–8.CrossRef Seibert FS, Pagonas N, Arndt R, Heller F, Dragun D, Persson P, et al. Calprotectin and neutrophil gelatinase-associated lipocalin in the differentiation of pre-renal and intrinsic acute kidney injury. Acta Physiol. 2013;207:700–8.CrossRef
31.
go back to reference Heller F, Frischmann S, Grünbaum M, Zidek W, Westhoff TH. Urinary calprotectin and the distinction between prerenal and intrinsic acute kidney injury. Clin J Am Soc Nephrol. 2011;6:2347–55.CrossRefPubMedPubMedCentral Heller F, Frischmann S, Grünbaum M, Zidek W, Westhoff TH. Urinary calprotectin and the distinction between prerenal and intrinsic acute kidney injury. Clin J Am Soc Nephrol. 2011;6:2347–55.CrossRefPubMedPubMedCentral
32.
go back to reference Hinze CH, Suzuki M, Klein-Gitelman M, Passo MH, Olson J, Singer NG, et al. Neutrophil gelatinase-associated lipocalin is a predictor of the course of global and renal childhood-onset systemic lupus erythematosus disease activity. Arthritis Rheum. 2009;60:2772–81.CrossRefPubMedPubMedCentral Hinze CH, Suzuki M, Klein-Gitelman M, Passo MH, Olson J, Singer NG, et al. Neutrophil gelatinase-associated lipocalin is a predictor of the course of global and renal childhood-onset systemic lupus erythematosus disease activity. Arthritis Rheum. 2009;60:2772–81.CrossRefPubMedPubMedCentral
33.
go back to reference Urban CF, Ermert D, Schmid M, Abu-Abed U, Goosmann C, Nacken W, et al. Neutrophil extracellular traps contain calprotectin, a cytosolic protein complex involved in host defense against Candida albicans. PLoS Pathog. 2009;5:e1000639.CrossRefPubMedPubMedCentral Urban CF, Ermert D, Schmid M, Abu-Abed U, Goosmann C, Nacken W, et al. Neutrophil extracellular traps contain calprotectin, a cytosolic protein complex involved in host defense against Candida albicans. PLoS Pathog. 2009;5:e1000639.CrossRefPubMedPubMedCentral
34.
go back to reference Hakkim A, Fürnrohr BG, Amann K, Laube B, Abed UA, Brinkmann V, et al. Impairment of neutrophil extracellular trap degradation is associated with lupus nephritis. Proc Natl Acad Sci U S A. 2010;107:9813–8.CrossRefPubMedPubMedCentral Hakkim A, Fürnrohr BG, Amann K, Laube B, Abed UA, Brinkmann V, et al. Impairment of neutrophil extracellular trap degradation is associated with lupus nephritis. Proc Natl Acad Sci U S A. 2010;107:9813–8.CrossRefPubMedPubMedCentral
35.
go back to reference Bennett L, Palucka AK, Arce E, Cantrell V, Borvak J, Banchereau J, et al. Interferon and granulopoiesis signatures in systemic lupus erythematosus blood. J Exp Med. 2003;197:711–23.CrossRefPubMedPubMedCentral Bennett L, Palucka AK, Arce E, Cantrell V, Borvak J, Banchereau J, et al. Interferon and granulopoiesis signatures in systemic lupus erythematosus blood. J Exp Med. 2003;197:711–23.CrossRefPubMedPubMedCentral
36.
go back to reference Liu KD, Siew ED, Reeves WB, Himmelfarb J, Go AS, Hsu CY, et al. Storage time and urine biomarker levels in the ASSESS-AKI study. PLoS One. 2016;11(10):e0164832.CrossRefPubMedPubMedCentral Liu KD, Siew ED, Reeves WB, Himmelfarb J, Go AS, Hsu CY, et al. Storage time and urine biomarker levels in the ASSESS-AKI study. PLoS One. 2016;11(10):e0164832.CrossRefPubMedPubMedCentral
Metadata
Title
Urine S100 proteins as potential biomarkers of lupus nephritis activity
Authors
Jessica L. Turnier
Ndate Fall
Sherry Thornton
David Witte
Michael R. Bennett
Simone Appenzeller
Marisa S. Klein-Gitelman
Alexei A. Grom
Hermine I. Brunner
Publication date
01-12-2017
Publisher
BioMed Central
Published in
Arthritis Research & Therapy / Issue 1/2017
Electronic ISSN: 1478-6362
DOI
https://doi.org/10.1186/s13075-017-1444-4

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