| Literature DB >> 27019199 |
Karen I Maijer1, Natasja Stæhr Gudmann2,3, Morten Asser Karsdal2, Daniëlle M Gerlag1, Paul Peter Tak1, Anne Christine Bay-Jensen2.
Abstract
OBJECTIVE: Tissue destruction in rheumatoid arthritis (RA) is predominantly mediated by matrix metalloproteinases (MMPs), thereby generating protein fragments. Previous studies have revealed that these fragments include MMP-mediated collagen type I, II, and III degradation, citrullinated and MMP-degraded vimentin and MMP degraded C-reactive protein. We evaluated if biomarkers measuring serum levels of specific sequences of the mentioned fragments would provide further information of diagnostic and/or prognostic processes in early arthritis.Entities:
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Year: 2016 PMID: 27019199 PMCID: PMC4809616 DOI: 10.1371/journal.pone.0149329
Source DB: PubMed Journal: PLoS One ISSN: 1932-6203 Impact factor: 3.240
Baseline characteristics of early arthritis patients.
| Rheumatoid arthritis | Unclassified arthritis | p Value | |
|---|---|---|---|
| Characteristic | N = 60 | N = 32 | |
| Sex, female (n (%)) | 42 (70) | 17 (53) | 0.11 |
| Age, years (mean (SD)) | 53 (40–61) | 46 (34–59) | 0.097 |
| IgM-RF positive (n (%)) | 35 (58) | 1 (3) | |
| ACPA positive (n (%)) | 44 (73) | 3 (9) | |
| IgM-RF and ACPA bothpositive (n (%)) | 30 (50) | 0 | |
| ESR, mm/hr (median (IQR)) | 17 (7–37) | 9 (5–22) | 0.079 |
| CRP, mg/L (median (IQR)) | 6.4 (1.6–16.1) | 3.0 (1.2–7.9) | 0.12 |
| DAS28 (median (IQR)) | 4.7 (3.3–6.1) | 3.4 (2.6–4.5) |
Parameters are described as number (n (%)), mean (standard deviation) or median (interquartile range) as appropriate. IgM-RF = immunoglobulin M rheumatoid factor; ACPA = anti-citrullinated protein antibodies; ESR = erythrocyte sedimentation rate; CRP = C-reactive protein; DAS28 = disease activity score in 28 joints. Significance levels were set to p<0. 0056 when corrected for multiplicity.
Fig 1Schematic overview of the study.
At baseline the selected patients either fulfilled the ACR/EULAR 2010 criteria for the classification of rheumatoid arthritis (RA; n = 60) or had unclassified arthritis (UA; n = 32). Patients were followed for 2 years and those with UA were categorized as having either converted to RA (UA-RA; n = 6) or remained unclassified (UA-UA; n = 23). Patients fulfilling the ACR/EULAR 2010 criteria for RA after the 2 years follow-up were further classified for arthritis outcome into non-erosive disease (n = 25) or erosive disease (n = 13). * Three patients were not available for follow-up and were therefore excluded from the diagnostic outcome analysis. ** Of 28 patients the arthritis outcome data were not available and were therefore excluded from the prognostic outcome analysis.
Area under the receiver operating characteristic (AUROC) for discriminating between RA and UA baseline diagnosis.
| Biomarker | AUROC | Std. Error | 95% confidence interval | P value |
|---|---|---|---|---|
| C1M | 0.64 | 0.062 | 0.52 to 0.77 | 0.028 |
| C2M | 0.51 | 0.065 | 0.39 to 0.64 | 0.838 |
| C3M | 0.73 | 0.055 | 0.62 to 0.84 | <0.001 |
| VICM | 0.60 | 0.061 | 0.48 to 0.72 | 0.130 |
| CRPM | 0.68 | 0.057 | 0.57 to 0.80 | 0.004 |
| ESR | 0.61 | 0.060 | 0.49 to 0.73 | 0.080 |
| CRP | 0.60 | 0.062 | 0.48 to 0.72 | 0.117 |
| DAS28 | 0.74 | 0.052 | 0.64 to 0.84 | <0.001 |
| CCP | 0.85 | 0.039 | 0.76 to 0.91 | <0.001 |
Significance levels were set to p<0. 0056 when corrected for multiplicity.
Area under the receiver operating characteristic (AUROC) for discriminating between UA patients that progress to RA after 2 years of follow-up and those that remain UA after 2 years of follow-up.
| Biomarker | AUROC | Std. Error | 95% confidence interval | P value |
|---|---|---|---|---|
| C1M | 0.49 | 0.12 | 0.24 to 0.73 | 0.91 |
| C2M | 0.52 | 0.13 | 0.26 to 0.79 | 0.87 |
| C3M | 0.49 | 0.13 | 0.23 to 0.76 | 0.96 |
| VICM | 0.32 | 0.12 | 0.09 to 0.55 | 0.18 |
| CRPM | 0.45 | 0.14 | 0.17 to 0.73 | 0.71 |
| ESR | 0.68 | 0.14 | 0.41 to 0.94 | 0.19 |
| CRP | 0.61 | 0.15 | 0.32 to 0.90 | 0.42 |
| DAS 28 | 0.37 | 0.17 | 0.04 to 0.70 | 0.33 |
| CCP | 0.53 | 0.14 | 0.34 to 0.72 | 0.82 |
Significance levels were set to p<0. 0056 when corrected for multiplicity.
Area under the receiver operating characteristic (AUROC).
| Biomarker | AUROC | Std. Error | 95% confidence interval | P value |
|---|---|---|---|---|
| C1M | 0.51 | 0.11 | 0.3 to 0.71 | 0.96 |
| C2M | 0.75 | 0.08 | 0.60 to 0.91 | 0.01 |
| C3M | 0.51 | 0.11 | 0.30 to 0.73 | 0.89 |
| VICM | 0.57 | 0.10 | 0.38 to 0.76 | 0.50 |
| CRPM | 0.57 | 0.11 | 0.36 to 0.79 | 0.47 |
| ESR | 0.51 | 0.10 | 0.31 to 0.71 | 0.93 |
| CRP | 0.59 | 0.10 | 0.40 to 0.78 | 0.38 |
| DAS28 | 0.46 | 0.10 | 0.27 to 0.66 | 0.70 |
| CCP | 0.62 | 0.09 | 0.49–0.73 | 0.18 |
AUROCs discriminating between non-erosive and erosive disease for patients fulfilling the RA criteria after 2 years of follow-up. Significance levels were set to p<0. 0056 when corrected for multiplicity.
Correlations between baseline biomarker concentration and other parameters for disease activity in the overall population (UA+RA).
| DAS28 | ESR | CRP | SJC66 | TJC68 | HAQ | |
|---|---|---|---|---|---|---|
| 0.040 | ||||||
| | 0.21 | |||||
| 0.15 | 0.029 | 0.067 | 0.22 | 0.93 | 0.34 | |
| | 0.15 | 0.23 | 0.19 | 0.13 | -0.010 | -0.10 |
| 0.14 | ||||||
| | 0.16 | |||||
| 0.019 | 0.13 | 0.015 | 0.039 | 0.047 | 0.11 | |
| | 0.25 | 0.16 | 0.25 | 0.22 | 0.21 | 0.17 |
| 0.10 | 0.12 | |||||
| | 0.17 | 0.28 |
The correlations between the biomarkers of joint destruction and inflammation and measures of clinical disease activity were assessed in the overall population (UA+RA) at baseline. UA = unclassified arthritis; RA = rheumatoid arthritis; DAS28 = disease activity score in 28 joints; ESR = erythrocyte sedimentation rate; CRP = C-reactive protein; SJC66 = 66 swollen joint score; TJC68 = 68 tender joint score; HAQ = health assessment questionnaire; C1M = matrix metalloproteinases (MMP) degraded type I collagen; C2M = MMP degraded type II collagen; C3M = MMP degraded type III collagen; VICM = citrullinated and degraded vimentin; CRPM = MMP degraded CRP. Significance levels were set to p<0.01 when corrected for multiplicity.
Correlations between baseline biomarker concentration and other parameters for disease activity in the population with RA.
| DAS28 | ESR | CRP | SJC66 | TJC68 | HAQ | |
|---|---|---|---|---|---|---|
| 0.16 | ||||||
| | 0.18 | |||||
| 0.024 | 0.026 | 0.079 | 0.19 | 0.45 | 0.88 | |
| | 0.29 | 0.29 | 0.23 | 0.19 | 0.10 | 0.02 |
| 0.12 | 0.15 | |||||
| | 0.20 | 0.19 | ||||
| 0.15 | 0.35 | 0.27 | 0.37 | 0.59 | 0.15 | |
| | 0.19 | 0.12 | 0.15 | 0.12 | 0.07 | 0.19 |
| 0.010 | 0.28 | 0.13 | ||||
| | 0.33 | 0.14 | 0.20 |
The correlations between the biomarkers of joint destruction and inflammation and measures of clinical disease activity in the patients diagnosed with RA at baseline. RA = rheumatoid arthritis; DAS28 = disease activity score in 28 joints; ESR = erythrocyte sedimentation rate; CRP = C-reactive protein; SJC66 = 66 swollen joint score; TJC68 = 68 tender joint score; HAQ = health assessment questionnaire; C1M = matrix metalloproteinases (MMP) degraded type I collagen; C2M = MMP degraded type II collagen; C3M = MMP degraded type III collagen; VICM = citrullinated and degraded vimentin; CRPM = MMP degraded CRP. Significance levels were set to p<0. 01 when corrected for multiplicity.