Microarray analysis of autoantibodies can identify future Systemic Lupus Erythematosus patients

被引:1
作者
Brunekreef, Tammo E. [3 ]
Reteig, Leon C. [1 ]
Limper, Maarten [2 ,3 ]
Haitjema, Saskia [1 ]
Dias, Jorge [2 ]
Mathsson-Alm, Linda [4 ]
van Laar, Jacob M. [4 ]
Otten, Henny G. [1 ]
机构
[1] UMC Utrecht, Dept Rheumatol & Clin Immunol, Utrecht, Netherlands
[2] UMC Utrecht, Cent Diagnost Lab, Utrecht, Netherlands
[3] UMC Utrecht, Ctr Translat Immunol, Utrecht, Netherlands
[4] Thermo Fisher Sci, Uppsala, Sweden
关键词
Systemic Lupus Erythematosus; Early diagnosis; Autoantibodies; Prediction model; DISEASE-ACTIVITY; DIAGNOSIS;
D O I
10.1016/j.humimm.2022.03.010
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
Objective: Reliable early ascertainment in patients with SLE is important to prevent the accumulation of irreversible organ damage. Autoantibodies are often present in the serum of patients before the first symptoms arise, therefore they are of potential use as early diagnostic tools.Methods: We used a custom-made antibody microarray containing 57 autoantigens to analyze serum samples of 1519 patients previously tested for anti-dsDNA and 361 samples of self-reported healthy blood bank donors (BBD). The 1519 patients included 483 patients with SLE, 346 patients with other immune mediated inflammatory diseases (IMID), 218 patient controls without relevant clinical symptoms (Non-IMID), and 472 patients that did not fit in any of the previous groups (Rest). The Non-IMID and BBD groups were used individually to create multivariable prediction models to distinguish samples of patients with SLE from these control groups. We subsequently used these models to predict the outcome for samples of patients who developed SLE while in follow-up (pre-SLE).Results: Out of 1036 patients with no diagnosis of SLE at the moment of sample collection, 17 patients developed SLE while in follow-up (mean time to diagnosis 7.2 months). The best performing model (AUC 0.83) identified 9 out of 17 (53%) pre-SLE samples as SLE, with a specificity of 94%. Conclusion: Serum samples of patients who will develop SLE in the future already show a shift of the autoantibody profile prior to diagnosis. In this study, we show that these autoantibody profiles can be used to identify these future SLE patients.(c) 2022 The Authors. Published by Elsevier Inc. on behalf of American Society for Histocompatibility and Immunogenetics. This is an open access article under the CC BY license (http://creativecommons.org/ licenses/by/4.0/).
引用
收藏
页码:509 / 514
页数:6
相关论文
共 24 条
  • [1] Development of autoantibodies before the clinical onset of systemic lupus erythematosus
    Arbuckle, MR
    McClain, MT
    Rubertone, MV
    Scofield, RH
    Dennis, GJ
    James, JA
    Harley, JB
    [J]. NEW ENGLAND JOURNAL OF MEDICINE, 2003, 349 (16) : 1526 - 1533
  • [2] Aringer M, 2019, ARTHRITIS RHEUMATOL, V71, P1400, DOI [10.1002/art.40930, 10.1136/annrheumdis-2018-214819]
  • [3] Microarray testing in patients with systemic lupus erythematosus identifies a high prevalence of CpG DNA-binding antibodies
    Brunekreef, Tammo
    Limper, Maarten
    Melchers, Rowena
    Mathsson-Alm, Linda
    Dias, Jorge
    Hoefer, Imo
    Haitjema, Saskia
    van Laar, Jacob M.
    Otten, Henny
    [J]. LUPUS SCIENCE & MEDICINE, 2021, 8 (01):
  • [4] Text Mining of Electronic Health Records Can Accurately Identify and Characterize Patients With Systemic Lupus Erythematosus
    Brunekreef, Tammo E.
    Otten, Henny G.
    van den Bosch, Suzanne C.
    Hoefer, Imo E.
    van Laar, Jacob M.
    Limper, Maarten
    Haitjema, Saskia
    [J]. ACR OPEN RHEUMATOLOGY, 2021, 3 (02) : 65 - 71
  • [5] We Need Better Classification and Terminology for "People at High Risk of or in the Process of Developing Lupus"
    Costenbader, Karen H.
    Schur, Peter H.
    [J]. ARTHRITIS CARE & RESEARCH, 2015, 67 (05) : 593 - 596
  • [6] Autoantibodies Associated with Connective Tissue Diseases: what Meaning for Clinicians?
    Didier, Kevin
    Bolko, Lois
    Giusti, Delphine
    Toquet, Segolene
    Robbins, Ailsa
    Antonicelli, Frank
    Servettaz, Amelie
    [J]. FRONTIERS IN IMMUNOLOGY, 2018, 9
  • [7] SLE diagnosis and treatment: When early is early
    Doria, Andrea
    Zen, Margherita
    Canova, Mariagrazia
    Bettio, Silvano
    Bassi, Nicola
    Nalotto, Linda
    Rampudda, Mariaelisa
    Ghirardello, Anna
    Iaccarino, Luca
    [J]. AUTOIMMUNITY REVIEWS, 2010, 10 (01) : 55 - 60
  • [8] Autoantibodies predate the onset of systemic lupus erythematosus in northern Sweden
    Eriksson, Catharina
    Kokkonen, Heidi
    Johansson, Martin
    Hallmans, Goran
    Wadell, Goran
    Rantapaa-Dahlqvist, Solbritt
    [J]. ARTHRITIS RESEARCH & THERAPY, 2011, 13 (01)
  • [9] An antibody profile of systemic lupus erythematosus detected by antigen microarray
    Fattal, Ittai
    Shental, Noam
    Mevorach, Dror
    Anaya, Juan-Manuel
    Livneh, Avi
    Langevitz, Pnina
    Zandman-Goddard, Gisele
    Pauzner, Rachel
    Lerner, Miriam
    Blank, Miri
    Hincapie, Maria-Eugenia
    Gafter, Uzi
    Naparstek, Yaakov
    Shoenfeld, Yehuda
    Domany, Eytan
    Cohen, Irun R.
    [J]. IMMUNOLOGY, 2010, 130 (03) : 337 - 343
  • [10] Regularization Paths for Generalized Linear Models via Coordinate Descent
    Friedman, Jerome
    Hastie, Trevor
    Tibshirani, Rob
    [J]. JOURNAL OF STATISTICAL SOFTWARE, 2010, 33 (01): : 1 - 22