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1.
J Autoimmun ; 133: 102923, 2022 12.
Article in English | MEDLINE | ID: mdl-36208493

ABSTRACT

OBJECTIVE: To identify molecular changes in synovium before arthritis development in individuals at risk of developing rheumatoid arthritis (RA). MATERIALS AND METHODS: We included 67 IgM rheumatoid factor and/or anti-citrullinated protein antibody positive individuals with arthralgia but without arthritis. Synovial biopsies were collected after which individuals were prospectively followed for at least 2 years during which 17 developed arthritis. An exploratory genome-wide transcriptional profiling study was performed in 13 preselected individuals to identify transcripts associated with arthritis development (n = 6). Findings were validated using quantitative real-time PCR and immunohistochemistry in the total cohort. RESULTS: Microarray-based survival analyses identified 5588 transcripts whose expression levels in synovium were significantly associated with arthritis development. Pathway analysis revealed that synovial tissue of at risk individuals who later developed arthritis display higher expression of genes involved in adaptive immune response-related pathways compared to at risk individuals who did not develop arthritis. Lower expression was observed for genes involved in extracellular matrix receptor interaction, Wnt-mediated signal transduction and lipid metabolism. Two-way hierarchical clustering analyses of a 27-gene signature separated the total at risk cohort into two groups, where pre-RA individuals preferred to cluster together. Immunohistochemistry studies revealed more podoplanin positive cells and lower lipid droplet staining in synovial tissue from pre-RA individuals. CONCLUSION: Synovial alterations in adaptive immune response and lipid metabolism are associated with future development of arthritis. Since this data show synovial changes without overt cellular infiltration, these may be attributed to preclinical changes in resident synovial tissue cells such as fibroblasts, macrophages and tissue resident T cells.


Subject(s)
Arthritis, Rheumatoid , Humans , Prospective Studies , Arthritis, Rheumatoid/genetics
2.
J Rheumatol ; 48(10): 1504-1507, 2021 10.
Article in English | MEDLINE | ID: mdl-33526623

ABSTRACT

OBJECTIVE: Current smoking reduces clinical response to several disease-modifying antirheumatic drugs. It is unknown if this is also the case for prednisone. We aimed to determine whether current smoking affects the clinical response to concomitant prednisone in a methotrexate (MTX)-based treatment strategy. METHODS: In the CAMERA-II trial (isrctn.com identifier: 70365169), patients with early rheumatoid arthritis (RA) initiated an MTX-based strategy and were randomized to concomitant prednisone (MTX + pred) or placebo (MTX + PBO) for 24 months. Linear mixed modeling was performed with Disease Activity Score assessing 28 joints (DAS28) as the dependent variable, and strategy group and current smoking status as independent variables, correcting for relevant covariates. The interaction between current smoking and strategy was tested to find out whether the effect of current smoking on clinical response was different between the strategy groups with prednisone or PBO. RESULTS: Current smoking was significantly associated with higher DAS28 over time (mean difference with nonsmokers 0.57 [95% CI 0.22-0.92, P < 0.01]). This association was not different between the strategy groups with prednisone or PBO (P = 0.73). The negative effect of current smoking on DAS28 was dose dependent. CONCLUSION: Current smoking in patients with early RA significantly reduces the clinical effect of an MTX-based strategy, independent of whether concomitant prednisone is used. This effect is dose dependent.


Subject(s)
Arthritis, Rheumatoid , Methotrexate , Arthritis, Rheumatoid/drug therapy , Drug Therapy, Combination , Humans , Methotrexate/therapeutic use , Prednisone/therapeutic use , Smoking , Treatment Outcome
3.
Trials ; 21(1): 313, 2020 Apr 05.
Article in English | MEDLINE | ID: mdl-32248829

ABSTRACT

BACKGROUND: Rheumatoid arthritis (RA) is a chronic inflammatory autoimmune disease, predominantly affecting joints, which is initially treated with conventional synthetic disease-modifying antirheumatic drugs (csDMARDs). In RA patients with insufficient response to csDMARDs, the addition of prednisone or tocilizumab, a biological DMARD (bDMARD), to the medication has been shown to be effective in reducing RA symptoms. However, which of these two treatment strategies has superior effectiveness and safety is unknown. METHODS: In this multicenter, investigator-initiated, open-label, randomized, pragmatic trial, we aim to recruit 120 RA patients meeting the 2010 ACR/EULAR classification criteria for RA, with active disease defined as a Clinical Disease Activity Index (CDAI) > 10 and at least one swollen joint of the 28 assessed. Patients must be on stable treatment with csDMARDs for ≥ 8 weeks prior to screening and must have been treated with ≥ 2 DMARDs, of which a maximum of one tumor necrosis factor inhibitor (a class of bDMARDs) is allowed. Previous use of other bDMARDs or targeted synthetic DMARDs is not allowed. Patients will be randomized in a 1:1 ratio to receive either tocilizumab (subcutaneously at 162 mg/week) or prednisone (orally at 10 mg/day) as an addition to their current csDMARD therapy. Study visits will be performed at screening; baseline; and months 1, 2, 3, 6, 9, and 12. Study medication will be tapered in case of clinical remission (CDAI ≤ 2.8 and ≤ 1 swollen joint at two consecutive 3-monthly visits) with careful monitoring of disease activity. In case of persistent high disease activity at or after month 3 (CDAI > 22 at any visit or > 10 at two consecutive visits), patients will switch to the other strategy arm. Primary outcome is a change in CDAI from baseline to 12 months. Secondary outcomes are additional clinical response and quality of life measures, drug retention rate, radiographically detectable progression of joint damage, functional ability, and cost utility. Safety outcomes include tocilizumab-associated adverse events (AEs), glucocorticoid-associated AEs, and serious AEs. DISCUSSION: This will be the first randomized clinical trial comparing addition of oral prednisone or of tocilizumab head to head in RA patients with insufficient response to csDMARD therapy. It will yield important information for clinical rheumatology practice. TRIAL REGISTRATION: This trial was prospectively registered in the Netherlands Trial Register on October 7, 2019 (NL8070). The Netherlands Trial Register contains all items from the World Health Organization Trial Registration Data Set.


Subject(s)
Antibodies, Monoclonal, Humanized/therapeutic use , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Glucocorticoids/therapeutic use , Prednisone/therapeutic use , Antibodies, Monoclonal, Humanized/adverse effects , Antirheumatic Agents/adverse effects , Biological Products , Drug Therapy, Combination , Glucocorticoids/adverse effects , Humans , Multicenter Studies as Topic , Netherlands , Pragmatic Clinical Trials as Topic , Prednisone/adverse effects , Quality of Life , Remission Induction , Severity of Illness Index , Treatment Outcome
4.
Ann Rheum Dis ; 79(4): 460-463, 2020 04.
Article in English | MEDLINE | ID: mdl-32033935

ABSTRACT

BACKGROUND: In rheumatoid arthritis (RA) trials, inclusion of patients on background treatment with glucocorticoids (GCs) might impact efficacy and safety outcomes. OBJECTIVES: To determine if inclusion of patients on background GC use influenced efficacy and safety outcomes of RA randomised clinical trials on initiation of tocilizumab (TCZ) or adalimumab (ADA) or methotrexate (MTX) monotherapy. METHODS: Data of four double-blind RA randomised controlled trials (AMBITION, ACT-RAY, ADACTA and FUNCTION) with in total four TCZ, one ADA and two MTX monotherapy arms were analysed. Analyses of covariance of changes from baseline to week 24 in efficacy endpoints and radiographic progression up to week 104 were performed, correcting for relevant covariates. Incidence rates of serious adverse events (SAEs) were assessed. RESULTS: No statistically significant differences were found in efficacy parameters between background GC users and non-GC users, except for less radiographic progression associated with GC usage in one MTX arm. SAE rates were not statistically significantly different between GC users and non-GC users in the treatment arms. CONCLUSION: No effect of including patients on background GC treatment on efficacy and safety trial outcomes was found, with the exception of reduced radiological joint damage in one MTX arm.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Glucocorticoids/therapeutic use , Adalimumab/therapeutic use , Antibodies, Monoclonal, Humanized/therapeutic use , Arthritis, Rheumatoid/physiopathology , Drug Therapy, Combination , Humans , Infections/chemically induced , Methotrexate/therapeutic use , Randomized Controlled Trials as Topic , Treatment Outcome
5.
Arthritis Res Ther ; 20(1): 256, 2018 Nov 20.
Article in English | MEDLINE | ID: mdl-30458871

ABSTRACT

BACKGROUND: A multi-biomarker disease activity (MBDA) score has been validated as an objective measure of disease activity in rheumatoid arthritis (RA) and shown to track response to treatment with several disease-modifying anti-rheumatic drugs (DMARDs). The objective of this study was to evaluate the ability of the MBDA score to track response to treatment with rituximab. METHODS: Data were used from 57 RA patients from three cohorts treated with rituximab 1000 mg and methylprednisolone 100 mg at days 1 and 15. The MBDA score was assessed in serum samples obtained at baseline and 6 months. Spearman's rank correlation coefficients were calculated for baseline values, 6-month values, and change from baseline to 6 months (∆), between MBDA score and the following measures: disease activity score assessing 28 joints (DAS28) using erythrocyte sedimentation rate (ESR) or high-sensitivity C-reactive protein (hsCRP), ESR, (hs)CRP, swollen and tender joint counts assessing 28 joints (SJC28, TJC28), patient visual analogue scale for general health (VAS-GH), health assessment questionnaire (HAQ), and radiographic progression over 12 months using Sharp/van der Heijde score (SHS), as well as six bone turnover markers. Additionally, multivariable linear regression analyses were performed using these measures as dependent variable and the MBDA score as independent variable, with adjustment for relevant confounders. The association between ∆MBDA score and European League Against Rheumatism (EULAR) response at 6 months was assessed with adjustment for relevant confounders. RESULTS: At baseline, the median MBDA score and DAS28-ESR were 54.0 (IQR 44.3-70.0) and 6.3 (IQR 5.4-7.1), respectively. MBDA scores correlated significantly with DAS28-ESR, DAS28-hsCRP, ESR and (hs)CRP at baseline and 6 months. ∆MBDA score correlated significantly with changes in these measures. ∆MBDA score was associated with EULAR good or moderate response (adjusted OR = 0.89, 95% CI = 0.81-0.98, p = 0.02). Neither baseline MBDA score nor ΔMBDA score correlated statistically significantly with ∆SHS (n = 11) or change in bone turnover markers (n = 23), although ∆SHS ≥ 5 was observed in 5 (56%) of nine patients with high MBDA scores. CONCLUSIONS: We have shown, for the first time, that the MBDA score tracked disease activity in RA patients treated with rituximab and that change in MBDA score reflected the degree of treatment response.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/drug therapy , Disease Progression , Rituximab/therapeutic use , Adult , Aged , Arthritis, Rheumatoid/diagnostic imaging , Biomarkers/blood , Cohort Studies , Female , Humans , Male , Middle Aged , Prospective Studies , Treatment Outcome
6.
Ann Rheum Dis ; 77(12): 1705-1709, 2018 12.
Article in English | MEDLINE | ID: mdl-30194273

ABSTRACT

OBJECTIVES: Patients with difficult-to-treat rheumatoid arthritis (RA) remain symptomatic despite treatment according to current European League Against Rheumatism (EULAR) management recommendations. These focus on early phases of the disease and pharmacological management. We aimed to identify characteristics of difficult-to-treat RA and issues to be addressed in its workup and management that are not covered by current management recommendations. METHODS: An international survey was conducted among rheumatologists with multiple-choice questions on disease characteristics of difficult-to-treat RA. Using open questions, additional items to be addressed and items missing in current management recommendations were identified. RESULTS: 410 respondents completed the survey: 50% selected disease activity score assessing 28 joints >3.2 OR presence of signs suggestive of active disease as characteristics of difficult-to-treat RA; 42% selected fatigue; 48% selected failure to ≥2 conventional synthetic disease-modifying antirheumatic drugs (DMARDs) AND ≥2 biological/targeted synthetic DMARDs; 89% selected inability to taper glucocorticoids below 5 mg or 10 mg prednisone equivalent daily. Interfering comorbidities, extra-articular manifestations and polypharmacy were identified as important issues missing in current management recommendations. CONCLUSIONS: There is wide variation in concepts of difficult-to-treat RA. Several important issues regarding these patients are not addressed by current EULAR recommendations.


Subject(s)
Arthritis, Rheumatoid , Arthritis, Rheumatoid/complications , Arthritis, Rheumatoid/drug therapy , Arthritis, Rheumatoid/epidemiology , Comorbidity , Humans , Rheumatologists , Surveys and Questionnaires
7.
Pharmacogenomics J ; 18(4): 528-538, 2018 07.
Article in English | MEDLINE | ID: mdl-29795407

ABSTRACT

Methotrexate (MTX) monotherapy is a common first treatment for rheumatoid arthritis (RA), but many patients do not respond adequately. In order to identify genetic predictors of response, we have combined data from two consortia to carry out a genome-wide study of response to MTX in 1424 early RA patients of European ancestry. Clinical endpoints were change from baseline to 6 months after starting treatment in swollen 28-joint count, tender 28-joint count, C-reactive protein and the overall 3-component disease activity score (DAS28). No single nucleotide polymorphism (SNP) reached genome-wide statistical significance for any outcome measure. The strongest evidence for association was with rs168201 in NRG3 (p = 10-7 for change in DAS28). Some support was also seen for association with ZMIZ1, previously highlighted in a study of response to MTX in juvenile idiopathic arthritis. Follow-up in two smaller cohorts of 429 and 177 RA patients did not support these findings, although these cohorts were more heterogeneous.


Subject(s)
Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Genome-Wide Association Study , Methotrexate/therapeutic use , Antirheumatic Agents/adverse effects , Arthritis, Rheumatoid/genetics , Arthritis, Rheumatoid/physiopathology , C-Reactive Protein/genetics , Humans , Methotrexate/adverse effects , Neuregulins/genetics , Severity of Illness Index , Transcription Factors/genetics
8.
Clin Rev Allergy Immunol ; 55(3): 312-331, 2018 Dec.
Article in English | MEDLINE | ID: mdl-28866756

ABSTRACT

Systemic sclerosis (SSc) is a highly heterogeneous disease caused by a complex molecular circuitry. For decades, clinical and molecular research focused on understanding the primary process of fibrosis. More recently, the inflammatory, immunological and vascular components that precede the actual onset of fibrosis, have become a matter of increasing scientific scrutiny. As a consequence, the field has started to realize that the early identification of this syndrome is crucial for optimal clinical care as well as for understanding its pathology. The cause of SSc cannot be appointed to a single molecular pathway but to a multitude of molecular aberrances in a spatial and temporal matter and on the backbone of the patient's genetic predisposition. These alterations underlie the plethora of signs and symptoms which patients experience and clinicians look for, ultimately culminating in fibrotic features. To solve this complexity, a close interaction among the patient throughout its "journey," the clinician through its clinical assessments and the researcher with its experimental design, seems to be required. In this review, we aimed to highlight the features of SSc through the eyes of these three professionals, all with their own expertise and opinions. With this unique setup, we underscore the importance of investigating the role of environmental factors in the onset and perpetuation of SSc, of focusing on the earliest signs and symptoms preceding fibrosis and on the application of holistic research approaches that include a multitude of potential molecular alterations in time in an unbiased fashion, in the search for a patient-tailored cure.


Subject(s)
Health Services Needs and Demand , Scleroderma, Systemic/epidemiology , Disease Management , Disease Susceptibility , Health Knowledge, Attitudes, Practice , Health Personnel , Humans , Immune System/cytology , Immune System/immunology , Immune System/metabolism , Patients , Precision Medicine/methods , Scleroderma, Systemic/diagnosis , Scleroderma, Systemic/etiology , Scleroderma, Systemic/therapy
10.
Rheumatology (Oxford) ; 57(7): 1135-1144, 2018 Jul 01.
Article in English | MEDLINE | ID: mdl-29029308

ABSTRACT

Increased effectiveness of pharmacological treatments in early RA has led many to believe that difficult-to-treat, established RA is a condition of the past. However, there are still plenty of RA patients who continue to have signs and symptoms suggestive of inflammatory disease activity, despite consecutive treatment with multiple conventional synthetic and biological DMARDs. We argue that difficult-to-treat RA constitutes an area of unmet clinical need and propose a definition of this concept. An overview of what is known about the multiple contributory factors varying for each individual patient, and an approach towards improved patient-tailored management are presented. This management approach involves thorough assessment to determine whether persistence of signs and symptoms is based on inflammatory disease activity, and the role of comorbidities. Furthermore, it addresses medication-related issues, such as non-adherence, patient beliefs and expectations, and setting of realistic treatment goals.

11.
PLoS One ; 12(8): e0182751, 2017.
Article in English | MEDLINE | ID: mdl-28793332

ABSTRACT

INTRODUCTION: Previous studies have shown increased expression of stromal markers in synovial tissue (ST) of patients with established rheumatoid arthritis (RA). Here, ST expression of stromal markers in early arthritis in relationship to diagnosis and prognostic outcome was studied. METHODS: ST from 56 patients included in two different early arthritis cohorts and 7 non-inflammatory controls was analysed using immunofluorescence to detect stromal markers CD55, CD248, fibroblast activation protein (FAP) and podoplanin. Diagnostic classification (gout, psoriatic arthritis, unclassified arthritis (UA), parvovirus associated arthritis, reactive arthritis and RA), disease outcome (resolving vs persistent) and clinical variables were determined at baseline and after follow-up, and related to the expression of stromal markers. RESULTS: We observed expression of all stromal markers in ST of early arthritis patients, independent of diagnosis or prognostic outcome. Synovial expression of FAP was significantly higher in patients developing early RA compared to other diagnostic groups and non-inflammatory controls. In RA FAP protein was expressed in both lining and sublining layers. Podoplanin expression was higher in all early inflammatory arthritis patients than controls, but did not differentiate diagnostic outcomes. Stromal marker expression was not associated with prognostic outcomes of disease persistence or resolution. There was no association with clinical or sonographic variables. CONCLUSIONS: Stromal cell markers CD55, CD248, FAP and podoplanin are expressed in ST in the earliest stage of arthritis. Baseline expression of FAP is higher in early synovitis patients who fulfil classification criteria for RA over time. These results suggest that significant fibroblast activation occurs in RA in the early window of disease.


Subject(s)
Arthritis/metabolism , Stromal Cells/metabolism , Synovial Membrane/metabolism , Adult , Aged , Antigens, CD/metabolism , Antigens, Neoplasm/metabolism , Arthritis/diagnosis , Biomarkers/metabolism , CD55 Antigens/metabolism , Disease Progression , Endopeptidases , Female , Fibroblasts/metabolism , Gelatinases/metabolism , Humans , Male , Membrane Glycoproteins/metabolism , Membrane Proteins/metabolism , Middle Aged , Prognosis , Serine Endopeptidases/metabolism , Synovitis/diagnosis , Synovitis/metabolism
12.
Ann Rheum Dis ; 76(11): 1924-1930, 2017 11.
Article in English | MEDLINE | ID: mdl-28790026

ABSTRACT

BACKGROUND: The onset of seropositive rheumatoid arthritis (RA) is preceded by the presence of specific autoantibodies in the absence of synovial inflammation. Only a subset of these at-risk individuals will develop clinical disease. This impedes efforts to implement early interventions that may prevent onset of clinically manifest disease. Here we analyse whether clonal changes in the B cell receptor (BCR) repertoire can reliably predict onset of signs and symptoms. METHODS: In a prospective cohort study in 21 individuals at risk for RA based on the presence of autoantibodies, the BCR repertoire of paired peripheral blood and synovial tissue samples was analysed using next-generation BCR sequencing. BCR clones that were expanded beyond 0.5% of the total repertoire were labelled dominant. The relative risk (RR) for onset of arthritis was assessed using the presence of ≥5 dominant BCR clones as cut-off. Findings in peripheral blood were validated in an independent prospective cohort of 50 at-risk individuals. Based on the test cohort, individuals in the validation cohort were considered positive if peripheral blood at study entry showed ≥5 dominant BCR clones. FINDINGS: Both in the test and validation cohort, the presence of ≥5 dominant BCR clones in peripheral blood was significantly associated with arthritis development after follow-up (validation cohort RR 6.3, 95% CI 2.7 to 15, p<1×10-4). Even when adjusted for a recently described clinical prediction rule the association remained intact (RR 5.0, 95% CI 1.2 to 20, p=0.024). When individuals developed arthritis, dominant BCR clones disappeared from peripheral blood and appeared in synovial tissue, suggesting a direct role of these clones in disease pathogenesis. INTERPRETATION: Dominant BCR clones in peripheral blood predict onset of clinical signs and symptoms of RA in at-risk individuals with high accuracy. Our data suggest that during onset of RA these clones shift from peripheral blood to the target tissue.


Subject(s)
Arthritis, Rheumatoid/immunology , Receptors, Antigen, B-Cell/blood , Adult , Autoantibodies/analysis , Autoantibodies/immunology , Clone Cells , Female , Follow-Up Studies , Humans , Joint Capsule/immunology , Male , Middle Aged , Predictive Value of Tests , Prospective Studies , Receptors, Antigen, B-Cell/genetics , Risk , Risk Factors
13.
IEEE Trans Biomed Eng ; 64(11): 2695-2703, 2017 11.
Article in English | MEDLINE | ID: mdl-28141515

ABSTRACT

Objective: Wrist joint space narrowing is a main radiographic outcome of rheumatoid arthritis (RA). Yet, automatic radiographic wrist joint space width (JSW) quantification for RA patients has not been widely investigated. The aim of this paper is to present an automatic method to quantify the JSW of three wrist joints that are least affected by bone overlapping and are frequently involved in RA. These joints are located around the scaphoid bone, viz. the multangular-navicular, capitate-navicular-lunate, and radiocarpal joints. Methods: The joint space around the scaphoid bone is detected by using consecutive searches of separate path segments, where each segment location aids in constraining the subsequent one. For joint margin delineation, first the boundary not affected by X-ray projection is extracted, followed by a backtrace process to obtain the actual joint margin. The accuracy of the quantified JSW is evaluated by comparison with the manually obtained ground truth. Results: Two of the 50 radiographs used for evaluation of the method did not yield a correct path through all three wrist joints. The delineated joint margins of the remaining 48 radiographs were used for JSW quantification. It was found that 90% of the joints had a JSW deviating less than 20% from the mean JSW of manual indications, with the mean JSW error less than 10%. Conclusion: The proposed method is able to automatically quantify the JSW of radiographic wrist joints reliably. SIGNIFICANCE: The proposed method may aid clinical researchers to study the progression of wrist joint damage in RA studies.Objective: Wrist joint space narrowing is a main radiographic outcome of rheumatoid arthritis (RA). Yet, automatic radiographic wrist joint space width (JSW) quantification for RA patients has not been widely investigated. The aim of this paper is to present an automatic method to quantify the JSW of three wrist joints that are least affected by bone overlapping and are frequently involved in RA. These joints are located around the scaphoid bone, viz. the multangular-navicular, capitate-navicular-lunate, and radiocarpal joints. Methods: The joint space around the scaphoid bone is detected by using consecutive searches of separate path segments, where each segment location aids in constraining the subsequent one. For joint margin delineation, first the boundary not affected by X-ray projection is extracted, followed by a backtrace process to obtain the actual joint margin. The accuracy of the quantified JSW is evaluated by comparison with the manually obtained ground truth. Results: Two of the 50 radiographs used for evaluation of the method did not yield a correct path through all three wrist joints. The delineated joint margins of the remaining 48 radiographs were used for JSW quantification. It was found that 90% of the joints had a JSW deviating less than 20% from the mean JSW of manual indications, with the mean JSW error less than 10%. Conclusion: The proposed method is able to automatically quantify the JSW of radiographic wrist joints reliably. SIGNIFICANCE: The proposed method may aid clinical researchers to study the progression of wrist joint damage in RA studies.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Radiographic Image Interpretation, Computer-Assisted/methods , Wrist Joint/diagnostic imaging , Algorithms , Humans , Radiography
14.
Clin Rheumatol ; 36(2): 269-278, 2017 Feb.
Article in English | MEDLINE | ID: mdl-27807638

ABSTRACT

Rheumatoid arthritis (RA) is a chronic autoimmune disease associated with changes in several hormones and metabolic peptides. Crosstalk between these factors and the immune system may be important for homeostasis during inflammation. Here, we studied the levels of hormones, metabolic peptides, and nutrients in individuals at risk for developing RA (at risk). In total, 18 hormones, metabolic peptides, and nutrients were measured in fasting serum samples from 45 autoantibody-positive individuals at risk, 22 RA patients, and 16 healthy subjects. Triglyceride (TG) levels were also measured in an independent validation cohort of 32 individuals at risk, 20 early arthritis patients, and 20 healthy controls. We found an elevated TG level in individuals at risk and significantly higher TG levels in RA patients compared to healthy controls. These results were confirmed in the validation cohort. Similarly, free fatty acid (FFA) levels showed an increase in individuals at risk and were significantly higher in RA patients compared to healthy controls. In RA patients, FFA levels were positively correlated with disease activity. Pancreatic polypeptide (PP) and norepinephrine levels were highly significantly increased in individuals at risk and RA patients compared to healthy controls. TG and FFA levels are increased in RA patients and positively correlated with disease activity parameters. The results presented here suggest a role for FFAs in the pathogenesis of RA. Furthermore, PP and norepinephrine may be a biomarker that could assist in the identification of individuals at risk.


Subject(s)
Arthritis, Rheumatoid/complications , Cardiovascular Diseases/complications , Fatty Acids, Nonesterified/blood , Hormones/blood , Peptides/blood , Adult , Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/physiopathology , Autoantibodies/blood , Autoimmune Diseases/complications , Autoimmune Diseases/physiopathology , Biomarkers/blood , Cardiovascular Diseases/blood , Cardiovascular Diseases/diagnosis , Case-Control Studies , Cohort Studies , Female , Humans , Male , Middle Aged , Norepinephrine/blood , Peptides/metabolism , Peptides, Cyclic/immunology , Risk Factors , Triglycerides/blood
15.
Clin Exp Rheumatol ; 34(5 Suppl 101): S34-S39, 2016.
Article in English | MEDLINE | ID: mdl-27762190

ABSTRACT

OBJECTIVES: To compare as proof of concept the sensitivity to change of automated quantification of radiographic wrist and hand joint space width (JSW) with scoring JSW according to the Sharp/van der Heijde scoring method (SHS) in two strategy groups of a treat-to-target and tight-control early rheumatoid arthritis (RA) study. METHODS: Digital radiographs were assessed for JSW changes of 134 patients of the 236 patients participating in the second Computer Assisted Management in Early Rheumatoid Arthritis trial, of whom both baseline and year 2 radiographs were available (year 1 radiographs n=125). Of those 134 patients, 70 started with methotrexate and prednisone (MTX+Pred) and 64 with MTX and placebo (MTX+Plac). JSW change over 1 and 2 years of the hands and wrists was assessed, applying both the joint space narrowing (JSN) subscore of the SHS by 2 readers and the automated assessment with the JSW quantification software 'JSQ'. For both methods, progression of JSW change of the hand and wrist was analysed using linear mixed modelling (dependent variable 'JSW', factor 'strategy group', covariate 'follow-up time in years', interaction term 'strategy group*follow-up time'; radiographs of baseline, year 1 and year 2 were used). For each method the standardised mean difference (SMD) for the change in JSW from baseline to year 2 between the treatment strategies was obtained using a non-parametric method. RESULTS: Patient characteristics of the current subpopulation were similar to those of the whole study population. JSN of the hand and wrist according to SHS at 2 years was present in 16 vs. 23% in the MTX+Pred group vs. the MTX+Plac group. The mean yearly progression rates of JSW change of the hands and wrists using JSQ were -0.00mm (95% confidence interval (CI) -0.01; 0.01) for MTX+Pred vs. -0.02mm (95%CI -0.03; -0.01) for MTX+Plac, p=0.045, and using SHS JSN they were 0.19 units (95%CI 0.09; 0.30) vs. 0.30 units (95%CI 0.14; 0.45) for MTX+Pred vs. MTX+Plac, p=0.271. The SMD for the change from baseline to year 2 between the treatment strategies was 0.37 for JSQ and 0.13 for SHS JSN. CONCLUSIONS: In this proof of concept study the yearly progression rate of JSW change of hand and wrist joints, according to the automated JSW quantification software package 'JSQ', was higher in the group initiating MTX+Plac than in the group initiating MTX+Pred. A similar trend was seen with the JSN assessment according to the SHS method of the hand and wrist. However, JSN of the hand and wrist according to SHS, the current gold standard to assess radiographic progression, was seen in only about 20%. Therefore, further studies are needed to conclude firmly that JSQ should be incorporated into quantitative scoring of radiographs in RA.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Hand Joints/diagnostic imaging , Radiographic Image Interpretation, Computer-Assisted , Wrist Joint/diagnostic imaging , Adult , Aged , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Automation , Disease Progression , Drug Therapy, Combination , Female , Hand Joints/drug effects , Humans , Linear Models , Male , Methotrexate/therapeutic use , Middle Aged , Netherlands , Predictive Value of Tests , Prednisone/therapeutic use , Reproducibility of Results , Severity of Illness Index , Time Factors , Treatment Outcome , Wrist Joint/drug effects
16.
Rheumatology (Oxford) ; 55(9): 1575-84, 2016 09.
Article in English | MEDLINE | ID: mdl-27179104

ABSTRACT

OBJECTIVES: We aimed to investigate the early changes in expression of C-type lectin domain family 9, member A (CLEC9A), a C-type lectin that is specifically expressed by the CD141(+) dendritic cell subset that is involved in cross-presentation to CD8(+) T cells, by evaluating gene and/or protein expression in three different compartments [skin, synovial tissue (ST) and serum] after short-term adalimumab treatment in PsA patients compared with placebo. METHODS: Patients with active PsA and psoriasis were randomized to receive adalimumab or placebo for 4 weeks. Synovial and skin biopsies were obtained before and after 4 weeks of treatment and serum samples 4 weeks, 12 weeks and 1 year after treatment. Skin and serum from healthy donors were used as control. CLEC9A expression was assessed by immunohistochemistry, double immunofluorescence using terminal deoxynucleotidyl transferase 2'-deoxyuridine 5'-triphosphate nick-end labelling (TUNEL), quantitative PCR and ELISA. RESULTS: CLEC9A expression was significantly higher in psoriatic skin compared with healthy donor. In psoriatic skin and PsA ST, CLEC9A(+) cells were in close proximity to TUNEL(+) cells. SF CLEC9A levels were significantly lower compared with paired PsA serum. Adalimumab treatment did not affect CLEC9A serum level and skin expression. However, ST CLEC9A protein expression was significantly decreased after adalimumab treatment compared with the placebo group while CLEC9A gene expression remained unchanged. There was a positive correlation between T cell numbers and ST CLEC9A protein expression. CD141(+) cell numbers and chemokine (C motif) receptor 1 expression were not affected with adalimumab treatment. CONCLUSION: Altogether, the present study suggests that the downregulation of synovial CLEC9A might be associated with a novel mechanism by which anti-TNF therapy might reduce CD8-mediated inflammation in PsA patients.


Subject(s)
Adalimumab/therapeutic use , Antirheumatic Agents/therapeutic use , Arthritis, Psoriatic/drug therapy , Lectins, C-Type/metabolism , Receptors, Mitogen/metabolism , Aged , Aged, 80 and over , Antigens, Surface/metabolism , CD8-Positive T-Lymphocytes/metabolism , Dendritic Cells/metabolism , Double-Blind Method , Female , Humans , Male , Middle Aged , Receptors, CCR/metabolism , Synovial Membrane/metabolism , Thrombomodulin
17.
IEEE Trans Biomed Eng ; 63(10): 2177-86, 2016 10.
Article in English | MEDLINE | ID: mdl-26731521

ABSTRACT

The assessment of joint space width (JSW) on hand X-ray images of patients suffering from rheumatoid arthritis (RA) is a time-consuming task. Manual assessment is semiquantitative and is observer dependent which hinders an accurate evaluation of joint damage, particularly in the early stages. Automated analysis of the JSW is an important step forward since it is observer independent and might improve the assessment sensitivity in the early RA stage. This study proposes a fully automatic method for both joint location and margin detection in RA hand radiographs. The location detection procedure is based on image features of the joint region and is aided by geometric relationship of finger joints. More than 99% of joint locations are detected with an error smaller than 3 mm with respect to the manually indicated gold standard. The joint margins are detected by combining intensity values and spatially constrained intensity derivatives, refined by an active contour model. More than 96% of the joints are successfully delineated. The JSW is calculated over the middle 60% of a landmark-defined joint span. The overall JSW error compared with the ground truth is 6.8%. In conclusion, the proposed method is able to automatically locate the finger joints in RA hand radiographs, and to quantify the JSW of these joints.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Finger Joint/diagnostic imaging , Finger Phalanges/diagnostic imaging , Radiographic Image Interpretation, Computer-Assisted/methods , Adult , Female , Humans , Male
18.
Arthritis Rheumatol ; 68(3): 587-96, 2016 Mar.
Article in English | MEDLINE | ID: mdl-26473331

ABSTRACT

OBJECTIVE: Analysis of dynamic contrast-enhanced magnetic resonance imaging (DCE-MRI) using pharmacokinetic modeling (PKM) provides quantitative measures that mirror microvessel integrity and can be used as an objective marker of the level of synovial inflammation. The aim of this study was to investigate the PKM parameters K(trans) , kep , and ve in a prospective cohort of disease-modifying antirheumatic drug (DMARD)-naive patients with early arthritis, and to validate the results by assessing their correlation with the number of synovial endothelial cells (ECs). METHODS: Forty-seven patients with early arthritis (arthritis duration <1 year, DMARD naive; comprising 14 patients with rheumatoid arthritis, 22 with unclassified arthritis, 6 with spondyloarthritis [SpA], and 5 with other arthritides) were included. At baseline, DCE-MRI was performed on an inflamed knee joint of each patient. These images were used to calculate the K(trans) (volume transfer constant between the plasma and extracellular extravascular space [EES]), the kep (transfer constant between the EES and plasma), and the ve (fractional volume of the EES). Second, markers of disease activity were collected. Finally, vascularity was evaluated by immunohistochemical analysis of synovial tissue samples obtained from the inflamed knee joints, using antibodies to detect von Willebrand factor (vWF), a marker of ECs. RESULTS: The 3 PKM parameters differed significantly between diagnostic groups at baseline, with the highest K(trans) value being observed in patients with SpA (median 0.050/minute, interquartile range [IQR] 0.041- 0.069). Furthermore, the K(trans) , kep , and ve values correlated significantly with markers of disease activity. Finally, the PKM parameters K(trans) and kep , but not ve , correlated significantly with synovial expression of vWF (r = 0.647, P = 0.004 for K(trans) ; r = 0.614, P = 0.007 for kep ; r = 0.398, P = 0.102 for ve ). CONCLUSION: These results suggest that the K(trans) , kep , and ve can be used to detect synovial inflammation in patients with early arthritis, and these PKM parameters may be helpful in differential diagnosis. This approach may also be useful in translational research analyzing tissue microcirculation and angiogenesis.


Subject(s)
Arthritis/pathology , Magnetic Resonance Imaging/methods , Adult , Arthritis/diagnosis , Arthritis, Rheumatoid/pathology , Biopsy , Cohort Studies , Endothelial Cells/pathology , Female , Humans , Immunohistochemistry , Inflammation , Knee Joint/pathology , Male , Middle Aged , Models, Theoretical , Prospective Studies , Spondylarthropathies/pathology , Synovial Membrane/chemistry , Synovial Membrane/pathology , von Willebrand Factor/analysis
19.
RMD Open ; 1(1): e000148, 2015.
Article in English | MEDLINE | ID: mdl-26688750

ABSTRACT

OBJECTIVES: To compare computerised and conventional methodology of radiographic joint destruction assessment in early rheumatoid arthritis (RA). METHODS: We investigated the contribution of the 3rd-to-5th carpometacarpal joints (CMC3-5, which are excluded in computerised assessment so far owing to bone overlapping) to total joint space narrowing (JSN) scores in two cohorts of patients with early RA (n=392). Next, we investigated agreement between JSN scoring using single time point individual joint-based method (individual joint of a single time point (IJSTP), reflecting computerised reading) and conventional JSN scoring using the Sharp-van der Heijde (SvdH) method in a cohort of patients with early RA (n=59). We used intraclass correlation coefficients (ICCs), Bland and Altman plots, and linear mixed modelling to analyse differences in progression between two methods. Radiographs were available at baseline, and at 1 and 2 years of follow-up. RESULTS: Of all joints affected by JSN at baseline or JSN progression during 2 years of follow-up, 3.9% and 6.6% concerned CMC3-5. Exclusion of CMC3-5 resulted in a decrease of 1.9-4.6% in JSN progression scores during 2 years of follow-up. The ICCs for JSN progression scores using IJSTP with or without CMC3-5 compared with SvdH were 0.71-0.81 and 0.69-0.78 at 1 and 2 years of follow-up. Signal-to-noise ratios for IJSTP-based and SvdH scoring were 0.51 and 0.58, respectively. The progression rate for each year was not statistically significantly different between two scoring methods (p=0.59 and 0.89). CONCLUSIONS: This study showed that excluding CMC3-5 has limited influence on JSN (progression) scores and showed the feasibility of using IJSTP-based reading for computerised scoring of JSN (progression) in RA.

20.
PLoS One ; 10(12): e0144932, 2015.
Article in English | MEDLINE | ID: mdl-26670468

ABSTRACT

OBJECTIVES: We have previously shown that overweight may increase the risk of developing rheumatoid arthritis (RA) in autoantibody positive individuals. Adipose tissue could contribute to the development of RA by production of various bioactive peptides. Therefore, we examined levels of adipokines in serum and synovial tissue of subjects at risk of RA. METHODS: Fifty-one individuals positive for immunoglobulin M rheumatoid factor (IgM-RF) and/or anti-citrullinated protein antibodies (ACPA), without arthritis, were included in this prospective study. Levels of adiponectin, vaspin, resistin, leptin, chemerin and omentin were determined in baseline fasting serum samples (n = 27). Synovial tissue was obtained by arthroscopy at baseline and we examined the expression of adiponectin, resistin and visfatin by immunohistochemistry. RESULTS: The development of clinically manifest arthritis after follow-up was associated with baseline serum vaspin levels (HR1.5 (95% CI 1.1 to 2.2); p = 0.020), also after adjustment for overweight (HR1.7 (95% CI 1.1 to 2.5); p = 0.016). This association was not seen for other adipokines. Various serum adipokine levels correlated with BMI (adiponectin r = -0.538, leptin r = 0.664; chemerin r = 0.529) and systemic markers of inflammation such as CRP levels at baseline (adiponectin r = -0.449, omentin r = -0.557, leptin r = 0.635, chemerin r = 0.619, resistin r = 0.520) and ESR (leptin r = 0.512, chemerin r = 0.708), p-value<0.05. Synovial expression of adiponectin, resistin and visfatin was not associated with development of clinically manifest arthritis. CONCLUSIONS: In this exploratory study, serum adipokines were associated with an increased inflammatory state in autoantibody-positive individuals at risk of developing RA. Furthermore, serum vaspin levels may assist in predicting the development of arthritis in these individuals.


Subject(s)
Arthritis, Rheumatoid/blood , Arthritis, Rheumatoid/immunology , Autoantibodies/immunology , Serpins/blood , Adiponectin/blood , Adult , Biomarkers/blood , Body Mass Index , Demography , Follow-Up Studies , Humans , Inflammation/blood , Leptin/blood , Middle Aged , Proportional Hazards Models , Synovial Membrane/metabolism
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