Gene signature fingerprints stratify SLE patients in groups with similar biological disease profiles: a multicentre longitudinal study

. 2022 Nov 02 ; 61 (11) : 4344-4354.

Jazyk angličtina Země Velká Británie, Anglie Médium print

Typ dokumentu multicentrická studie, časopisecké články, práce podpořená grantem

Perzistentní odkaz   https://www.medvik.cz/link/pmid35143620

OBJECTIVES: Clinical phenotyping and predicting treatment responses in SLE patients is challenging. Extensive blood transcriptional profiling has identified various gene modules that are promising for stratification of SLE patients. We aimed to translate existing transcriptomic data into simpler gene signatures suitable for daily clinical practice. METHODS: Real-time PCR of multiple genes from the IFN M1.2, IFN M5.12, neutrophil (NPh) and plasma cell (PLC) modules, followed by a principle component analysis, was used to identify indicator genes per gene signature. Gene signatures were measured in longitudinal samples from two childhood-onset SLE cohorts (n = 101 and n = 34, respectively), and associations with clinical features were assessed. Disease activity was measured using Safety of Estrogen in Lupus National Assessment (SELENA)-SLEDAI. Cluster analysis subdivided patients into three mutually exclusive fingerprint-groups termed (1) all-signatures-low, (2) only IFN high (M1.2 and/or M5.12) and (3) high NPh and/or PLC. RESULTS: All gene signatures were significantly associated with disease activity in cross-sectionally collected samples. The PLC-signature showed the highest association with disease activity. Interestingly, in longitudinally collected samples, the PLC-signature was associated with disease activity and showed a decrease over time. When patients were divided into fingerprints, the highest disease activity was observed in the high NPh and/or PLC group. The lowest disease activity was observed in the all-signatures-low group. The same distribution was reproduced in samples from an independent SLE cohort. CONCLUSIONS: The identified gene signatures were associated with disease activity and were indicated to be suitable tools for stratifying SLE patients into groups with similar activated immune pathways that may guide future treatment choices.

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Mohan C, Putterman C.. Genetics and pathogenesis of systemic lupus erythematosus and lupus nephritis. Nat Rev Nephrol 2015;11:329–41. PubMed

Baechler EC, Batliwalla FM, Karypis G. et al. Interferon-inducible gene expression signature in peripheral blood cells of patients with severe lupus. Proc Natl Acad Sci U S A 2003;100:2610–5. PubMed PMC

Bennett L, Palucka AK, Arce E. et al. Interferon and granulopoiesis signatures in systemic lupus erythematosus blood. J Exp Med 2003;197:711–23. PubMed PMC

Kirou KA, Lee C, George S. et al. Coordinate overexpression of interferon-alpha–induced genes in systemic lupus erythematosus. Arthritis Rheum 2004;50:3958–67. PubMed

Feng X, Wu H, Grossman JM. et al. Association of increased interferon-inducible gene expression with disease activity and lupus nephritis in patients with systemic lupus erythematosus. Arthritis Rheum 2006;54:2951–62. PubMed

Chaussabel D, Quinn C, Shen J. et al. A modular analysis framework for blood genomics studies: application to systemic lupus erythematosus. Immunity 2008;29:150–64. PubMed PMC

Chiche L, Jourde-Chiche N, Whalen E. et al. Modular transcriptional repertoire analyses of adults with systemic lupus erythematosus reveal distinct type I and type II interferon signatures. Arthritis Rheumatol 2014;66:1583–95. PubMed PMC

Villanueva E, Yalavarthi S, Berthier CC. et al. Netting neutrophils induce endothelial damage, infiltrate tissues, and expose immunostimulatory molecules in systemic lupus erythematosus. J Immunol 2011;187:538–52. PubMed PMC

Streicher K, Morehouse CA, Groves CJ. et al. The plasma cell signature in autoimmune disease. Arthritis Rheumatol 2014;66:173–84. PubMed

Wither JE, Prokopec SD, Noamani B. et al. Identification of a neutrophil-related gene expression signature that is enriched in adult systemic lupus erythematosus patients with active nephritis: clinical/pathologic associations and etiologic mechanisms. PLoS One 2018;13:e0196117. PubMed PMC

Carlucci PM, Purmalek MM, Dey AK.. Neutrophil subsets and their gene signature associate with vascular inflammation and coronary atherosclerosis in lupus. JCI Insight 2018;3:e99276. PubMed PMC

Banchereau R, Hong S, Cantarel B. et al. Personalized immunomonitoring uncovers molecular networks that stratify lupus patients. Cell 2016;165:551–65. PubMed PMC

Odendahl M, Jacobi A, Hansen A. et al. Disturbed peripheral B lymphocyte homeostasis in systemic lupus erythematosus. J Immunol 2000;165:5970–9. PubMed

Kaplan MJ. Neutrophils in the pathogenesis and manifestations of SLE. Nat Rev Rheumatol 2011;7:691–9. PubMed PMC

Wirestam L, Arve S, Linge P, Bengtsson AA.. Neutrophils—important communicators in systemic lupus erythematosus and antiphospholipid syndrome. Front Immunol 2019;10:2734. PubMed PMC

Jourde-Chiche N, Whalen E, Gondouin B. et al. Modular transcriptional repertoire analyses identify a blood neutrophil signature as a candidate biomarker for lupus nephritis. Rheumatology (Oxford) 2017;56:477–87. PubMed

Toro-Dominguez D, Martorell-Marugan J, Goldman D. et al. Stratification of systemic lupus erythematosus patients into three groups of disease activity progression according to longitudinal gene expression. Arthritis Rheumatol 2018;70:2025–35. PubMed PMC

Petri M, Orbai AM, Alarcon GS. et al. Derivation and validation of the Systemic Lupus International Collaborating Clinics classification criteria for systemic lupus erythematosus. Arthritis Rheum 2012;64:2677–86. PubMed PMC

Aringer M, Costenbader K, Daikh D. et al. 2019 European League Against Rheumatism/American College of Rheumatology Classification Criteria for Systemic Lupus Erythematosus. Arthritis Rheumatol 2019;71:1400–12. PubMed PMC

Petri M, Kim MY, Kalunian KC. et al.; OC-SELENA Trial. Combined oral contraceptives in women with systemic lupus erythematosus. N Engl J Med 2005;353:2550–8. PubMed

Bodewes ILA, Al-Ali S, van Helden-Meeuwsen CG. et al.; UK Primary Sjögren’s Syndrome registry. Systemic interferon type I and type II signatures in primary Sjögren’s syndrome reveal differences in biological disease activity. Rheumatology (Oxford) 2018;57:921–30. PubMed

Shoenfeld Y, Gurewich Y, Gallant LA, Pinkhas J.. Prednisone-induced leukocytosis. Influence of dosage, method and duration of administration on the degree of leukocytosis. Am J Med 1981;71:773–8. PubMed

Chasset F, Ribi C, Trendelenburg M. et al.; for the Swiss SLE Cohort Study (SSCS). Identification of highly active systemic lupus erythematosus by combined type I interferon and neutrophil gene scores vs classical serologic markers. Rheumatology (Oxford) 2020;59:3468–78. PubMed

Yan SX, Deng XM, Wang QT, Sun XJ, Wei W.. Prednisone treatment inhibits the differentiation of B lymphocytes into plasma cells in MRL/MpSlac-lpr mice. Acta Pharmacol Sin 2015;36:1367–76. PubMed PMC

Luo J, Niu X, Liu H. et al. Up-regulation of transcription factor Blimp1 in systemic lupus erythematosus. Mol Immunol 2013;56:574–82. PubMed

Shapiro-Shelef M, Lin KI, McHeyzer-Williams LJ. et al. Blimp-1 is required for the formation of immunoglobulin secreting plasma cells and pre-plasma memory B cells. Immunity 2003;19:607–20. PubMed

Mathian A, Mouries-Martin S, Dorgham K. et al. Monitoring disease activity in systemic lupus erythematosus with single-molecule array digital enzyme-linked immunosorbent assay quantification of serum interferon-alpha. Arthritis Rheumatol 2019;71:756–65. PubMed

To CH, Petri M.. Is antibody clustering predictive of clinical subsets and damage in systemic lupus erythematosus? Arthritis Rheum 2005;52:4003–10. PubMed

Jurencak R, Fritzler M, Tyrrell P. et al. Autoantibodies in pediatric systemic lupus erythematosus: ethnic grouping, cluster analysis, and clinical correlations. J Rheumatol 2009;36:416–21. PubMed

Mai L, Asaduzzaman A, Noamani B. et al. The baseline interferon signature predicts disease severity over the subsequent 5 years in systemic lupus erythematosus. Arthritis Res Ther 2021;23:29. PubMed PMC

Mathian A, Mouries-Martin S, Dorgham K. et al. Ultrasensitive serum interferon-alpha quantification during SLE remission identifies patients at risk for relapse. Ann Rheum Dis 2019;78:1669–76. PubMed

Northcott M, Gearing LJ, Nim HT. et al. Glucocorticoid gene signatures in systemic lupus erythematosus and the effects of type I interferon: a cross-sectional and in-vitro study. Lancet Rheumatol 2021;3:e357–70. PubMed

Mikdashi J, Nived O.. Measuring disease activity in adults with systemic lupus erythematosus: the challenges of administrative burden and responsiveness to patient concerns in clinical research. Arthritis Res Ther 2015;17:183. PubMed PMC

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