Additive Value of Rheumatoid Factor Isotypes in Sjögren’s Syndrome Patients with Joint Complaints of Different Etiologies—Can Rheumatoid Factor IgA Serve as an Early, Poor Prognostic Biomarker Candidate?
Abstract
:1. Introduction
2. Results
2.1. Demographics
2.2. Laboratory Parameters
2.2.1. Basic Laboratory Parameters
2.2.2. Rheumatoid Factor Isotypes
2.2.3. Correlations Between Patient Groups, Rheumatoid Factor Isotypes, and Disease-Specific Parameters
2.2.4. Differences Among Patient Groups According to the Negative or Positive RF Isotype Results
2.2.5. RF Isotype Levels According to the Occurrence of Extraglandular Manifestations and Associated Autoimmune Diseases
2.2.6. RF Isotypes in the Case of Low/Normal or Elevated Immunoglobulin Levels
2.2.7. Combination of Immunoglobulin and RF Isotype Qualitative Results and Their Occurrence in Patient Groups
3. Discussion
4. Materials and Methods
Statistical Analysis
5. Conclusions
Author Contributions
Funding
Institutional Review Board Statement
Informed Consent Statement
Data Availability Statement
Conflicts of Interest
Abbreviations
AID | Autoimmune disease |
ANA | Antinuclear antibody |
CCP | Cyclic citrullinated peptide |
DAS28 | Disease activity score |
EGM | Extraglandular manifestation |
ELISA | Enzyme-linked immunosorbent assay |
ESR | Erythrocyte sedimentation rate |
ESSDAI | EULAR Sjögren’s syndrome disease activity index |
EULAR | European Alliance of Associations for Rheumatology |
HLA | Human leukocyte antigen |
Ig | Immunoglobulin |
IQR | Interquartile range |
MRI | Magnetic resonance imaging |
pa | Polyarthritis |
RA | Rheumatoid arthritis |
RF | Rheumatoid factor |
SD | Standard deviation |
SS | Sjögren’s syndrome |
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SS | SS+pa | SS+RA | p-Value | Effect Size | |
---|---|---|---|---|---|
Patients (n = 164) | 45 (27.4%) [20.8–34.9%] | 73 (44.5%) [36.8–52.5%] | 46 (28%) [21.3–35.6%] | ||
Women | 42 (93.3%) | 71 (97.3%) | 45 (97.8%) | 0.445 | V = 0.099 |
Age (years) | 58.9 ± 14.1 | 60 ± 10.1 | 63.3 ± 10.8 | 0.156 | η2 = 0.023 |
Disease duration (years) | 11 (9–15) | 11 (8–19) | 13 (10–20) | 0.094 | η2 = 0.017 |
IgA (g/L) | 2.1 (1.6–3) | 2.4 (1.7–3.2) | 2.2 (1.7–3.2) | 0.874 | η2 = 0.011 |
IgG (g/L) | 13.3 (10.3–19.2) 3 | 11.9 (9.4–17.3) 3 | 10.5 (8.5–11.6) 1,2 | 0.004 | η2 = 0.055 |
IgM (g/L) | 0.9 (0.7–1.6) | 1.1 (0.8–1.9) | 1 (0.7–1.3) | 0.156 | η2 = 0.011 |
CRP (mg/L) | 2 (0.9–5.3) | 2 (1.1–3.9) | 2.4 (1.2–5.6) | 0.430 | η2 = 0.002 |
RF (IU/mL) | 26 (14–47) | 23 (13–40) | 28 (12–89) | 0.437 | η2 = 0.002 |
IgA RF | IgG RF | IgM RF | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Positive (n = 89) | Negative (n = 75) | p | Effect Size | Positive (n = 83) | Negative (n = 81) | p | Effect Size | Positive (n = 83) | Negative (n = 81) | p | Effect Size | |
Patient groups | ||||||||||||
SS | 29 (32.6) | 16 (21.3) | 0.108 | 0.126 a | 25 (30.1) | 20 (24.7) | 0.436 | 0.061 a | 25 (30.1) | 20 (24.7) | 0.436 | 0.061 a |
SS+pa | 35 (39.3) | 38 (50.7) | 0.145 | 0.114 a | 33 (39.8) | 40 (49.4) | 0.215 | 0.097 a | 33 (39.8) | 40 (49.4) | 0.215 | 0.097 a |
SS+RA | 25 (28.1) | 21 (28) | 0.990 | 0.001 a | 25 (30.1) | 21 (25.9) | 0.550 | 0.047 a | 25 (30.1) | 21 (25.9) | 0.550 | 0.047 a |
Demographics | ||||||||||||
Age (years) | 56.8 ± 11.9 | 65.2 ± 9.3 | <0.001 | 0.775 b | 57.4 ± 12.7 | 63.9 ± 9.3 | <0.001 | 0.580 b | 58 ± 12.4 | 63.2 ± 10.1 | 0.004 | 0.457 b |
Disease duration (years) | 11 (8–15) | 13 (10–21) | 0.013 | 0.193 c | 13 (9–20) | 13 (9–20) | 0.217 | 0.096 c | 11 (8–18) | 12 (9–19) | 0.349 | 0.073 c |
Disease-specific data | ||||||||||||
Time to joint symptoms (years) | 0 (−1–2) | 0 (0–2) | 0.465 | 0.067 c | 0 (−0.5–2) | 0 (−0.5–2) | 0.738 | 0.031 c | 0 (−1–2) | 0 (−1–2) | 0.952 | 0.006 c |
DAS28 (score) | 3 (2–3) | 2 (2–3) | 0.051 | 0.288 c | 2 (2–3) | 3 (2–3) | 0.843 | 0.029 c | 2 (2–3) | 3 (2–3) | 0.869 | 0.024 c |
ESSDAI (score) | 2 (1–4) | 1 (0–2) | <0.001 | 0.272 c | 2 (1–4) | 1 (0–2) | 0.005 | 0.222 c | 2 (1–4) | 1 (0–2) | 0.028 | 0.171 c |
Laboratory parameters | ||||||||||||
Initial anti-CCP (+) | 23 (26.1) | 8 (10.7) | 0.012 | 0.196 a | 21 (25.6) | 10 (12.3) | 0.031 | 0.169 a | 22 (26.8) | 9 (11.1) | 0.011 | 0.200 a |
Last anti-CCP (+) | 21 (23.6) | 11 (14.7) | 0.151 | 0.112 a | 22 (26.5) | 10 (12.3) | 0.022 | 0.179 a | 22 (26.5) | 10 (12.3) | 0.022 | 0.179 a |
RF (+) | 82 (92.1) | 38 (50.7) | <0.001 | 0.466 a | 75 (90.4) | 45 (55.6) | <0.001 | 0.393 a | 78 (94) | 42 (51.9) | <0.001 | 0.475 a |
anti-Ro/SS-A (+) | 70 (78.7) | 22 (29.3) | <0.001 | 0.495 a | 54 (65.1) | 38 (46.9) | 0.019 | 0.183 a | 55 (66.3) | 37 (45.7) | 0.008 | 0.207 a |
anti-La/SS-B (+) | 55 (61.8) | 11 (14.7) | <0.001 | 0.479 a | 45 (54.2) | 21 (25.9) | <0.001 | 0.288 a | 49 (59) | 17 (21) | <0.001 | 0.388 a |
ANA (+) | 80 (89.9) | 37 (49.3) | <0.001 | 0.447 a | 66 (79.5) | 51 (63) | 0.019 | 0.183 a | 69 (83.1) | 48 (59.3) | 0.001 | 0.264 a |
CRP (high) | 26 (29.2) | 16 (21.3) | 0.249 | 0.090 a | 23 (27.7) | 19 (23.5) | 0.533 | 0.049 a | 23 (27.7) | 19 (23.5) | 0.533 | 0.049 a |
ESR (high) | 44 (49.4) | 20 (26.7) | 0.003 | 0.233 a | 45 (54.2) | 19 (23.5) | <0.001 | 0.315 a | 44 (53) | 20 (24.7) | <0.001 | 0.290 a |
WBC (normal) | 54 (60.7) | 54 (72) | 0.128 | 0.119 a | 50 (60.2) | 58 (71.6) | 0.125 | 0.120 a | 51 (61.4) | 57 (70.4) | 0.228 | 0.094 a |
IgA (g/L) | 2.8 (2.0–3.6) | 1.9 (1.4–2.5) | <0.001 | 0.345 c | 2.8 (2.0–3.5) | 1.9 (1.4–2.5) | <0.001 | 0.316 c | 2.7 (1.9–3.5) | 1.9 (1.4–2.6) | <0.001 | 0.276 c |
IgG (g/L) | 14.7 (11.1–19.5) | 10.3 (8.7–11.8) | <0.001 | 0.426 c | 16.2 (10.9–19.7) | 10.3 (8.5–11.8) | <0.001 | 0.454 c | 14.4 (10.7–19.7) | 10.4 (8.5–12) | <0.001 | 0.394 c |
IgM (g/L) | 1.09 (0.7–1.54) | 0.97 (0.65–1.82) | 0.784 | 0.021 c | 1.14 (0.9–1.63) | 0.87 (0.63–1.54) | 0.008 | 0.207 c | 1.14 (0.88–1.84) | 0.87 (0.58–1.47) | 0.003 | 0.232 c |
IgA RF | IgG RF | IgM RF | ||||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|
Positive (n = 89) | Negative (n = 75) | p | Effect Size (V) | Positive (n = 83) | Negative (n = 81) | p | Effect Size (V) | Positive (n = 83) | Negative (n = 81) | p | Effect Size (V) | |
Methylprednisolone | 48 (53.9) | 31 (41.3) | 0.108 | 0.126 | 42 (50.6) | 37 (45.7) | 0.528 | 0.049 | 42 (50.6) | 37 (45.7) | 0.528 | 0.049 |
Methotrexate | 24 (27) | 15 (20) | 0.297 | 0.082 | 21 (25.3) | 18 (22.2) | 0.643 | 0.036 | 20 (24.1) | 19 (23.5) | 0.923 | 0.008 |
Leflunomide | 11 (12.4) | 7 (9.3) | 0.537 | 0.048 | 11 (13.3) | 7 (8.6) | 0.345 | 0.074 | 10 (12) | 8 (9.9) | 0.656 | 0.035 |
Sulfasalazine | 2 (2.2) | 7 (9.3) | 0.081 | 0.155 | 1 (1.2) | 8 (9.9) | 0.017 | 0.190 | 2 (2.4) | 7 (8.6) | 0.097 | 0.137 |
Azathioprine | 4 (4.5) | 4 (5.3) | 1.000 | 0.019 | 5 (6) | 3 (3.7) | 0.720 | 0.054 | 5 (6) | 3 (3.7) | 0.720 | 0.054 |
Chloroquine | 30 (33.7) | 22 (29.3) | 0.549 | 0.047 | 25 (30.1) | 27 (33.3) | 0.658 | 0.034 | 27 (32.5) | 25 (30.9) | 0.819 | 0.018 |
Certolizumab | 3 (3.4) | 3 (4) | 1.000 | 0.017 | 5 (6) | 1 (1.2) | 0.210 | 0.128 | 5 (6) | 1 (1.2) | 0.210 | 0.128 |
Tocilizumab | 2 (2.2) | 1 (1.3) | 1.000 | 0.034 | 2 (2.4) | 1 (1.2) | 1.000 | 0.044 | 3 (3.6) | 0 (0) | 0.246 | 0.135 |
SS (n = 45) | SS+pa (n = 73) | SS+RA (n = 46) | p-Value | Effect Size (V) | |
---|---|---|---|---|---|
High total IgG + high IgA RF | 18 (40%) 2,3 | 19 (26%) 1 | 8 (17.4%) 1 | 0.050 | 0.191 |
Specificity (95% CI) | 77.3 (69–83.9) | 71.4 (61.4–79.7) | 68.6 (59.8–76.3) | ||
Sensitivity (95% CI) | 40 (27–54.6) | 26 (17.3–37.1) | 17.4 (9.1–30.7) | ||
Normal total IgG + high IgM RF | 7 (15.6%) 3 | 15 (20.5%) 3 | 17 (37%) 1,2 | 0.039 | 0.199 |
Specificity (95% CI) | 73.1 (64.5–80.3) | 73.6 (63.8–81.6) | 81.4 (73.4–87.4) | ||
Sensitivity (95% CI) | 15.6 (7.7–28.8) | 20.6 (12.9–31.2) | 37 (24.5–51.4) | ||
High total IgG + normal IgM RF | 4 (8.9%) | 9 (12.3%) | 1 (2.2%) | 0.128 | 0.162 |
Specificity (95% CI) | 91.6 (85.2–95.4) | 94.5 (87.8–97.6) | 89 (82.1–93.5) | ||
Sensitivity (95% CI) | 8.9 (3.5–20.7) | 12.3 (6.6–21.8) | 2.2 (0.1–11.3) |
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Aradi, Z.; Bói, B.; Nagy, G.; Antal-Szalmás, P.; Mezei, K.; Horváth, I.F.; Szántó, A. Additive Value of Rheumatoid Factor Isotypes in Sjögren’s Syndrome Patients with Joint Complaints of Different Etiologies—Can Rheumatoid Factor IgA Serve as an Early, Poor Prognostic Biomarker Candidate? Int. J. Mol. Sci. 2025, 26, 4797. https://doi.org/10.3390/ijms26104797
Aradi Z, Bói B, Nagy G, Antal-Szalmás P, Mezei K, Horváth IF, Szántó A. Additive Value of Rheumatoid Factor Isotypes in Sjögren’s Syndrome Patients with Joint Complaints of Different Etiologies—Can Rheumatoid Factor IgA Serve as an Early, Poor Prognostic Biomarker Candidate? International Journal of Molecular Sciences. 2025; 26(10):4797. https://doi.org/10.3390/ijms26104797
Chicago/Turabian StyleAradi, Zsófia, Bernadett Bói, Gábor Nagy, Péter Antal-Szalmás, Kincső Mezei, Ildikó Fanny Horváth, and Antónia Szántó. 2025. "Additive Value of Rheumatoid Factor Isotypes in Sjögren’s Syndrome Patients with Joint Complaints of Different Etiologies—Can Rheumatoid Factor IgA Serve as an Early, Poor Prognostic Biomarker Candidate?" International Journal of Molecular Sciences 26, no. 10: 4797. https://doi.org/10.3390/ijms26104797
APA StyleAradi, Z., Bói, B., Nagy, G., Antal-Szalmás, P., Mezei, K., Horváth, I. F., & Szántó, A. (2025). Additive Value of Rheumatoid Factor Isotypes in Sjögren’s Syndrome Patients with Joint Complaints of Different Etiologies—Can Rheumatoid Factor IgA Serve as an Early, Poor Prognostic Biomarker Candidate? International Journal of Molecular Sciences, 26(10), 4797. https://doi.org/10.3390/ijms26104797