Evaluation of the clinical performance of anti-mutated citrullinated vimentin antibody and 14-3-3 eta testing in rheumatoid arthritis
Abstract
Objectives
Early rheumatoid arthritis (RA) detection is crucial for improving patient prognosis. Anticyclic citrullinated peptide antibodies (anti-CCP) and rheumatoid factors (RF) support RA diagnosis but are undetectable in ∼20 % of cases. Recently, antibodies against mutated citrullinated vimentin (anti-MCV) and detection of 14-3-3 eta have emerged with implications for preclinical RA diagnosis and monitoring treatment. The objective of this study was to assess the clinical performance of anti-MCV antibodies and 14-3-3 eta in RA and to compare it to current RA criteria anti-CCP and RF markers, individually and in combination.
Methods
A retrospective chart review of 326 subjects submitted for RA serology testing identified 134 RA positive and 192 RA negative disease control individuals. Fifty healthy controls specimens were also included. Performance of anti-MCV and 14-3-3 eta, alone and combined with CCP3.1 and RF, was assessed.
Results
Anti-MCV had a sensitivity of 71 % and a specificity of 92 %. 14-3-3 eta had a sensitivity of 43 % and a specificity of 90 %. In comparison, CCP3.1 and RF displayed a sensitivity of 79 % and 84 % and a specificity of 92 % and 61 %, respectively. ROC curve analysis demonstrated CCP3.1 and anti-MCV had superior diagnostic performance compared to RF and 14-3-3 eta. In our cohort, anti-MCV and 14-3-3 eta failed to identify seronegative RA patients. Different combinations of double antibody positivity increased specificity at the cost of lost sensitivity.
Conclusions
Individually, 14-3-3 eta, anti-MCV and CCP3.1 assays had ≥90 % specificity in diagnosed RA patients, with better sensitivities for anti-MCV and CCP3.1 than 14-3-3 eta. Overall diagnostic performance of anti-MCV was similar to CCP3.1 and RF, all of which outperformed 14-3-3 eta in our cohort.
Funding source: ARUP Institute for Clinical and Experimental Pathology
Acknowledgments
The authors thank ORGENTEC Diagnostika and Augurex Life Sciences Corp for supplying the assay kits used in this study. These companies played no role in the design of study, choice of enrolled patients, review and interpretation of data or preparation of the manuscript.
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Research ethics: The collection of these specimens and review of medical records were approved by the University of Utah Institutional Review Board (IRB# 00148778) on 1/27/2022.
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Informed consent: Not applicable.
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Author contributions: All authors have accepted responsibility for the entire content of this manuscript and approved its submission.
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Use of Large Language Models, AI and Machine Learning Tools: None declared.
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Conflict of interest: The authors state no conflict of interest.
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Research funding: Financial support for this work was provided by the ARUP Institute for Clinical and Experimental Pathology at ARUP Laboratories.
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Data availability: The datasets generated and/or analyzed during the current study are available from the corresponding author on reasonable request.
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Role of sponsor: The funding organizations played no role in the design of study, choice of enrolled patients, review and interpretation of data, preparation of manuscript, or final approval of manuscript.
References
1. Aletaha, D, Smolen, JS. Diagnosis and management of rheumatoid arthritis. JAMA 2018;320:1360. https://doi.org/10.1001/jama.2018.13103.Search in Google Scholar PubMed
2. Korpela, M, Laasonen, L, Hannonen, P, Kautiainen, H, Leirisalo-Repo, M, Hakala, M, et al.. Retardation of joint damage in patients with early rheumatoid arthritis by initial aggressive treatment with disease-modifying antirheumatic drugs: five-year experience from the FIN-RACo study. Arthritis Rheum 2004;50:2072–81. https://doi.org/10.1002/art.20351.Search in Google Scholar PubMed
3. Aletaha, D, Neogi, T, Silman, AJ, Funovits, J, Felson, DT, Bingham, CO3rd, et al.. Rheumatoid arthritis classification criteria: an American College of Rheumatology/European League against Rheumatism collaborative initiative. Ann Rheum Dis 2010;69:1580–8. https://doi.org/10.1136/ard.2010.138461.Search in Google Scholar PubMed
4. Dörner, T, Egerer, K, Feist, E, Burmester, GR. Rheumatoid factor revisited. Curr Opin Rheumatol 2004;16:246–53. https://doi.org/10.1097/00002281-200405000-00013.Search in Google Scholar PubMed
5. Nishimura, K, Sugiyama, D, Kogata, Y, Tsuji, G, Nakazawa, T, Kawano, S, et al.. Meta-analysis: diagnostic accuracy of anti-cyclic citrullinated peptide antibody and rheumatoid factor for rheumatoid arthritis. Ann Intern Med 2007;146:797–808. https://doi.org/10.7326/0003-4819-146-11-200706050-00008.Search in Google Scholar PubMed
6. Whiting, PF, Smidt, N, Sterne, JA, Harbord, R, Burton, A, Burke, M, et al.. Systematic review: accuracy of anti-citrullinated Peptide antibodies for diagnosing rheumatoid arthritis. Ann Intern Med 2010;152:456–64, w155–66. https://doi.org/10.7326/0003-4819-152-7-201004060-00010.Search in Google Scholar PubMed
7. Klareskog, L, Rönnelid, J, Lundberg, K, Padyukov, L, Alfredsson, L. Immunity to citrullinated proteins in rheumatoid arthritis. Annu Rev Immunol 2008;26:651–75. https://doi.org/10.1146/annurev.immunol.26.021607.090244.Search in Google Scholar PubMed
8. Lee, AN, Beck, CE, Hall, M. Rheumatoid factor and anti-CCP autoantibodies in rheumatoid arthritis: a review. Clin Lab Sci 2008;21:15–8.Search in Google Scholar
9. Taylor, P, Gartemann, J, Hsieh, J, Creeden, J. A systematic review of serum biomarkers anti-cyclic citrullinated peptide and rheumatoid factor as tests for rheumatoid arthritis. Autoimmune Dis 2011;2011:815038. https://doi.org/10.4061/2011/815038.Search in Google Scholar PubMed PubMed Central
10. Shidara, K, Inoue, E, Tanaka, E, Hoshi, D, Seto, Y, Nakajima, A, et al.. Comparison of the second and third generation anti-cyclic citrullinated peptide antibody assays in the diagnosis of Japanese patients with rheumatoid arthritis. Rheumatol Int 2011;31:617–22. https://doi.org/10.1007/s00296-009-1336-2.Search in Google Scholar PubMed
11. Gaalen, FAV, Visser, H, Huizinga, TWJ. A comparison of the diagnostic accuracy and prognostic value of the first and second anti-cyclic citrullinated peptides (CCP1 and CCP2) autoantibody tests for rheumatoid arthritis. Ann Rheum Dis 2005;64:1510. https://doi.org/10.1136/ard.2004.035089.Search in Google Scholar PubMed PubMed Central
12. Van Steendam, K, Tilleman, K, De Ceuleneer, M, De Keyser, F, Elewaut, D, Deforce, D. Citrullinated vimentin as an important antigen in immune complexes from synovial fluid of rheumatoid arthritis patients with antibodies against citrullinated proteins. Arthritis Res Ther 2010;12:R132. https://doi.org/10.1186/ar3070.Search in Google Scholar
13. Hueber, W, Hassfeld, W, Smolen, JS, Steiner, G. Sensitivity and specificity of anti-Sa autoantibodies for rheumatoid arthritis. Rheumatology (Oxford) 1999;38:155–9. https://doi.org/10.1093/rheumatology/38.2.155.Search in Google Scholar
14. Bang, H, Egerer, K, Gauliard, A, Lüthke, K, Rudolph, PE, Fredenhagen, G, et al.. Mutation and citrullination modifies vimentin to a novel autoantigen for rheumatoid arthritis. Arthritis Rheum 2007;56:2503–11. https://doi.org/10.1002/art.22817.Search in Google Scholar
15. Lee, YH, Bae, SC, Song, GG. Diagnostic accuracy of anti-MCV and anti-CCP antibodies in rheumatoid arthritis: a meta-analysis. Zeitschrift fur Rheumatologie. 2015;74:911–8. https://doi.org/10.1007/s00393-015-1598-x.Search in Google Scholar
16. Luime, JJ, Colin, EM, Hazes, JM, Lubberts, E. Does anti-mutated citrullinated vimentin have additional value as a serological marker in the diagnostic and prognostic investigation of patients with rheumatoid arthritis? A systematic review. Ann Rheum Dis 2010;69:337–44. https://doi.org/10.1136/ard.2008.103283.Search in Google Scholar
17. Kilani, RT, Maksymowych, WP, Aitken, A, Boire, G, St-Pierre, Y, Li, Y, et al.. Detection of high levels of 2 specific isoforms of 14-3-3 proteins in synovial fluid from patients with joint inflammation. J Rheumatol 2007;34:1650–7.Search in Google Scholar
18. Wang, D, Cui, Y, Lei, H, Cao, D, Tang, G, Huang, H, et al.. Diagnostic accuracy of 14-3-3 η protein in rheumatoid arthritis: a meta-analysis. Int J Rheum Dis 2020;23:1443–51. https://doi.org/10.1111/1756-185x.13921.Search in Google Scholar
19. Wu, Y, Dai, Z, Wang, H, Wang, H, Wu, L, Ling, H, et al.. Serum 14-3-3η is a marker that complements current biomarkers for the diagnosis of RA: evidence from a meta-analysis. Immunol Invest 2022;51:182–98. https://doi.org/10.1080/08820139.2020.1817069.Search in Google Scholar
20. Tango, T. Equivalence test and confidence interval for the difference in proportions for the paired-sample design. Stat Med 1998;17:891–908. https://doi.org/10.1002/(sici)1097-0258(19980430)17:8<891::aid-sim780>3.3.co;2-2.10.1002/(SICI)1097-0258(19980430)17:8<891::AID-SIM780>3.0.CO;2-BSearch in Google Scholar
21. DeLong, ER, DeLong, DM, Clarke-Pearson, DL. Comparing the areas under two or more correlated receiver operating characteristic curves: a nonparametric approach. Biometrics 1988;44:837–45. https://doi.org/10.2307/2531595.Search in Google Scholar
22. Bizzaro, N, Tonutti, E, Tozzoli, R, Villalta, D. Analytical and diagnostic characteristics of 11 2nd- and 3rd-generation immunoenzymatic methods for the detection of antibodies to citrullinated proteins. Clin Chem 2007;53:1527–33. https://doi.org/10.1373/clinchem.2007.087569.Search in Google Scholar
23. Bartoloni, E, Alunno, A, Bistoni, O, Bizzaro, N, Migliorini, P, Morozzi, G, et al.. Diagnostic value of anti-mutated citrullinated vimentin in comparison to anti-cyclic citrullinated peptide and anti-viral citrullinated peptide 2 antibodies in rheumatoid arthritis: an Italian multicentric study and review of the literature. Autoimmun Rev 2012;11:815–20. https://doi.org/10.1016/j.autrev.2012.02.015.Search in Google Scholar PubMed
24. Zhu, J-N, Nie, L-Y, Lu, X-Y, Wu, H-X. Meta-analysis: compared with anti-CCP and rheumatoid factor, could anti-MCV be the next biomarker in the rheumatoid arthritis classification criteria? Clin Chem Lab Med 2019;57:1668–79. https://doi.org/10.1515/cclm-2019-0167.Search in Google Scholar PubMed
25. Abdelhafiz, D, Kilborn, S, Bukhari, M. The role of 14-3-3 η as a biomarker in rheumatoid arthritis. Rheumatol Immunol Res 2021;2:87–90. https://doi.org/10.2478/rir-2021-0012.Search in Google Scholar PubMed PubMed Central
26. Carrier, N, Marotta, A, de Brum-Fernandes, AJ, Liang, P, Masetto, A, Ménard, HA, et al.. Serum levels of 14-3-3η protein supplement C-reactive protein and rheumatoid arthritis-associated antibodies to predict clinical and radiographic outcomes in a prospective cohort of patients with recent-onset inflammatory polyarthritis. Arthritis Res Ther 2016;18:37. https://doi.org/10.1186/s13075-016-0935-z.Search in Google Scholar PubMed PubMed Central
27. Hirata, S, Marotta, A, Gui, Y, Hanami, K, Tanaka, Y. Serum 14-3-3η level is associated with severity and clinical outcomes of rheumatoid arthritis, and its pretreatment level is predictive of DAS28 remission with tocilizumab. Arthritis Res Ther 2015;17:280. https://doi.org/10.1186/s13075-015-0799-7.Search in Google Scholar PubMed PubMed Central
28. Shovman, O, Gilburd, B, Watad, A, Amital, H, Langevitz, P, Bragazzi, NL, et al.. Decrease in 14-3-3η protein levels is correlated with improvement in disease activity in patients with rheumatoid arthritis treated with Tofacitinib. Pharmacol Res 2019;141:623–6. https://doi.org/10.1016/j.phrs.2018.11.009.Search in Google Scholar PubMed
29. van Beers-Tas, MH, Marotta, A, Boers, M, Maksymowych, WP, van Schaardenburg, D. A prospective cohort study of 14-3-3η in ACPA and/or RF-positive patients with arthralgia. Arthritis Res Ther 2016;18:76. https://doi.org/10.1186/s13075-016-0975-4.Search in Google Scholar PubMed PubMed Central
Supplementary Material
This article contains supplementary material (https://doi.org/10.1515/cclm-2024-1112).
© 2024 Walter de Gruyter GmbH, Berlin/Boston
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