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1.
RMD Open ; 10(1)2024 Mar 04.
Article En | MEDLINE | ID: mdl-38443090

OBJECTIVE: To assess which definition of remission best predicts good radiographic outcome (GRO) and good functional outcome (GFO) in rheumatoid arthritis, focusing the updated American College of Rheumatology/European Alliance of Associations for Rheumatology criteria. MATERIAL AND METHODS: Meta-analyses of individual patient data (IPD) from randomised controlled trials (RCTs). Six definitions of remission were considered: (1) Boolean with Patient Global Assessment (PGA)≤1 (Boolean); (2) Simplified Disease Activity Index (SDAI)≤3.3; (3) Clinical Disease Activity Index (CDAI)≤2.8; (4) Boolean with PGA≤2 (Updated-Boolean); (5) Boolean with Physician Global Assessment (PhGA≤1) replacing PGA (Boolean-PhGA) and (6) Boolean excluding PGA (3VBoolean). GRO was defined as a worsening ≤0.5 units in radiographic score and GFO as a no worsening in Health Assessment Questionnaire (HAQ), that is, ∆HAQ-DI≤0.0 units. Relationships between each remission definition at 6 and/or 12 months and GRO and GFO during the second year were analysed. Pooled probabilities for each outcome for each definition and their predictive accuracy were estimated. RESULTS: IPD from eight RCTs (n=4423) were analysed. Boolean, SDAI, CDAI, Updated-Boolean, Boolean-PhGA and 3VBoolean were achieved by 24%, 27%, 28%, 32%, 33% and 43% of all patients, respectively. GRO among patients achieving remission ranged from 82.4% (3VBoolean) to 83.9% (SDAI). 3VBoolean showed the highest predictive accuracy for GRO: 51.1% versus 38.8% (Boolean) and 44.1% (Updated-Boolean). The relative risk of GFO ranged from 1.16 (Boolean) to 1.05 (3VBoolean). However, the proportion of GFO correctly predicted was highest for the 3VBoolean (50.3%) and lowest for the Boolean (43.8%). CONCLUSION: 3VBoolean definition provided the most accurate prediction of GRO and GFO, avoiding the risk of overtreatment in a substantial proportion of patients without increment in radiographic damage progression, supporting the proposal that 3VBoolean remission is preferable to guide immunosuppressive treatment. The patient's perspective, which must remain central, is best served by an additional patient-oriented target: a dual-target approach.


Arthritis, Rheumatoid , Immunosuppression Therapy , Humans , Arthritis, Rheumatoid/diagnosis , Arthritis, Rheumatoid/drug therapy , Immunosuppressive Agents/therapeutic use
2.
Neurosci Biobehav Rev ; 151: 105235, 2023 08.
Article En | MEDLINE | ID: mdl-37207842

Research into the neurobiological and psychosocial mechanisms involved in fibromyalgia has progressed remarkably in recent years. Despite this, current accounts of fibromyalgia fail to capture the complex, dynamic, and mutual crosstalk between neurophysiological and psychosocial domains. We conducted a comprehensive review of the existing literature in order to: a) synthesize current knowledge on fibromyalgia; b) explore and highlight multi-level links and pathways between different systems; and c) build bridges connecting disparate perspectives. An extensive panel of international experts in neurophysiological and psychosocial aspects of fibromyalgia discussed the collected evidence and progressively refined and conceptualized its interpretation. This work constitutes an essential step towards the development of a model capable of integrating the main factors implicated in fibromyalgia into a single, unified construct which appears indispensable to foster the understanding, assessment, and intervention for fibromyalgia.


Fibromyalgia , Models, Biopsychosocial , Humans
5.
Nat Rev Rheumatol ; 19(1): 44-60, 2023 01.
Article En | MEDLINE | ID: mdl-36471023

Fibromyalgia is characterized by widespread pain, fatigue, sleep disturbances and other symptoms, and has a substantial socioeconomic impact. Current biomedical and psychosocial treatments are unsatisfactory for many patients, and treatment progress has been hindered by the lack of a clear understanding of the pathogenesis of fibromyalgia. We present here a model of fibromyalgia that integrates current psychosocial and neurophysiological observations. We propose that an imbalance in emotion regulation, reflected by an overactive 'threat' system and underactive 'soothing' system, might keep the 'salience network' (also known as the midcingulo-insular network) in continuous alert mode, and this hyperactivation, in conjunction with other mechanisms, contributes to fibromyalgia. This proposed integrative model, which we term the Fibromyalgia: Imbalance of Threat and Soothing Systems (FITSS) model, should be viewed as a working hypothesis with limited supporting evidence available. We hope, however, that this model will shed new light on existing psychosocial and biological observations, and inspire future research to address the many gaps in our knowledge about fibromyalgia, ultimately stimulating the development of novel therapeutic interventions.


Emotional Regulation , Fibromyalgia , Humans , Fibromyalgia/diagnosis , Pain/etiology , Fatigue/etiology
6.
Clin Exp Rheumatol ; 40(11): 2018-2022, 2022 Nov.
Article En | MEDLINE | ID: mdl-35200120

OBJECTIVES: To establish the value of a modified Disease Activity score with Optical Spectral Transmission score (DAS-OST) without joint counts but with a HandScan score, versus that of DAS28, to classify rheumatoid arthritis (RA) as active versus inactive, with as reference standard the rheumatologist's clinical classification. METHODS: RA patients with at least one HandScan and DAS28 measurement performed at the same visit were included. Data was extracted from medical records, as was the clinical interpretation as active or inactive RA by the rheumatologist. Logistic regression analyses were performed to calculate areas under the receiver operating characteristics (AU-ROC) curves. The clinical interpretation was used as reference standard in all analyses, and disease activity measures were used as predictor variables. The performance of predictor variables (AU-ROCs) was compared. RESULTS: The data of 1505 RA patients were used for analyses. The highest AU-ROC of 0.88 (95%CI 0.85-0.90) was shown for DAS28; AU-ROC of DAS-OST was 0.78 (95%CI 0.75-0.81), difference 0.10, p<0.01. CONCLUSIONS: Compared to DAS28, DAS-OST classified RA statistically significantly less well as active versus inactive, when using the clinical classification as reference standard. However, a DAS-modification without joint scores might have a place in strategies limiting routine outpatients' visits to the rheumatologist.


Arthritis, Rheumatoid , Humans , Arthritis, Rheumatoid/diagnostic imaging , Arthritis, Rheumatoid/drug therapy , ROC Curve , Severity of Illness Index
8.
Arthritis Care Res (Hoboken) ; 74(9): 1493-1499, 2022 09.
Article En | MEDLINE | ID: mdl-33770421

OBJECTIVE: To develop and validate a composite rheumatoid arthritis (RA) disease activity index using optical spectral transmission (OST) scores obtained with the HandScan, replacing tender and swollen joint counts. METHODS: RA patients from a single center routinely undergoing HandScan measurements with at least 1 concurrent OST score and Disease Activity Score in 28 joints (DAS28) were included. Data were extracted from medical records. Linear regression analyses with the DAS28 as the outcome were performed to create a disease activity index (DAS-OST). OST score, erythrocyte sedimentation rate (ESR), and patient global assessment (PtGA) visual analog scale (VAS), sex, age, disease duration, and rheumatoid factor status were evaluated as independent variables. Final models were derived based on the statistical significance of coefficients and model fit. Of the data, two-thirds were used for development and one-third for validation; external validation was performed in a cohort from another center. Agreement between DAS-OST and DAS28 was assessed using the Bland-Altman plot method and intraclass correlation coefficient (ICC). Diagnostic value of the DAS-OST was determined for established definitions of remission, low disease activity (LDA), and high disease activity (HDA). RESULTS: Data of 3,358 observations from 1,505 unique RA patients were extracted. DAS-OST was defined as: -0.44 + OST × 0.03 + male × -0.11 + LN(ESR) × 0.77 + PtGA VAS × 0.03. The ICCs between DAS-OST and DAS28 were 0.88 (95% confidence interval [95% CI] 0.87-0.90) and 0.82 (95% CI 0.75-0.86) and measurement errors were 0.58 and 0.87 in internal and external validation, respectively. Sensitivity for remission, LDA, and HDA was 79%, 91%, and 43%, respectively, and specificity was 92%, 80%, and 96% in external validation. CONCLUSION: Using the HandScan, RA disease activity can be accurately estimated if combined with ESR, PtGA VAS, and sex into a disease activity index (DAS-OST).


Arthritis, Rheumatoid , Arthritis, Rheumatoid/diagnosis , Blood Sedimentation , Cohort Studies , Humans , Male , Pain Measurement , Severity of Illness Index
9.
Arthritis Care Res (Hoboken) ; 74(6): 889-895, 2022 06.
Article En | MEDLINE | ID: mdl-33253497

OBJECTIVE: To compare the effects of preventing radiographic progression (in its 3 components) of tocilizumab (TCZ) monotherapy with those of TCZ and methotrexate (MTX) in combination therapy (TCZ + MTX), and to evaluate possible effect modifiers in this model. METHODS: Randomized trials that compared TCZ monotherapy to TCZ + MTX combination therapy for differences in radiographic progression were analyzed on an individual patient data level using mixed-effects models, and data were collected from 820 subjects with either early rheumatoid arthritis (RA) or established RA. Outcomes were classified as the absence of radiographic progression after 2 years (i.e., preventing radiographic progression) as measured by total Sharp/van der Heijde score (SHS), erosion score, and joint space narrowing (JSN) score. Effect modification by baseline joint damage, disease duration, and Disease Activity Score in 28 joints (DAS28) was studied. RESULTS: Overall, TCZ + MTX combination therapy was more effective in preventing radiographic progression compared to TCZ monotherapy, which was measured by total SHS score. However, in patients with early RA who had more joint damage compared to those with less joint damage at baseline (relative risk [RR] 1.02 versus RR 0.91, respectively) or in patients with a lower DAS28 score compared to those with a higher DAS28 score (RR 1.04 versus RR 0.92, respectively) at baseline, this advantage disappeared. In patients with established RA, the advantage of TCZ + MTX versus TCZ alone in the prevention of radiographic progression disappeared with a longer disease duration at baseline (RR 1.04 versus 0.83). Results of erosion scores as an outcome were in line with these findings, though findings for JSN scores were less clear. CONCLUSION: Combination therapy with TCZ + MTX is more effective in preventing radiographic progression compared to TCZ monotherapy, but the effectiveness of TCZ monotherapy may approximate the effectiveness of TCZ + MTX in patients with early RA who have more joint damage and/or a lower DAS28 at baseline and in patients with established RA who have longer disease duration.


Antirheumatic Agents , Arthritis, Rheumatoid , Antibodies, Monoclonal, Humanized , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Disease Progression , Drug Therapy, Combination , Humans , Methotrexate/therapeutic use , Randomized Controlled Trials as Topic , Treatment Outcome
11.
J Psychosom Res ; 151: 110655, 2021 12.
Article En | MEDLINE | ID: mdl-34739944

OBJECTIVES: Stress may augment somatic symptoms in central sensitivity syndromes (CSS) such as fibromyalgia, chronic fatigue syndrome, and irritable bowel syndrome. To test this hypothesis, we examined whether the association between COVID-19 stress and somatic symptom severity would be stronger in people with than without CSS and whether psychological flexibility would buffer the impact of this stress on symptom severity. METHODS: In a 2-sample, repeated cross-sectional design, we analysed questionnaire data from Dutch people with and without CSS, collected in two independent surveys: before the COVID-19 pandemic (2018; CSS: n = 194, non-CSS: n = 337) and at the peak of the pandemic (2020; CSS: n = 428, non-CSS: n = 1101). Somatic symptom severity, worry and stress due to the pandemic, and psychological flexibility were examined in regression analyses. Two stress operationalisations were analysed: stress levels during the peak of the pandemic, and a comparison of measurements in 2020 and 2018 (assuming higher stress levels in 2020). RESULTS: Higher worry and stress during the pandemic (standardized ß = 0.14), the presence of a CSS (ß = 0.40), and lower psychological flexibility (ß = -0.33) were all (p < .0001) associated with more severe somatic symptoms, but the associations of each stress operationalisation with somatic symptoms was not particularly strong in people with CSS (ß = -0.026, p = .27; ß = -0.037, p = .22), and psychological flexibility (ß = -0.025, p = .18; ß = 0.076, p = .35) did not buffer this association. CONCLUSIONS: Findings do not support the hypotheses that COVID-19 stress augments somatic symptoms, particularly in CSS, or that psychological flexibility buffers this impact. Rather, COVID-19-related stress appears to have an uncertain impact on somatic symptoms.


COVID-19 , Chronic Pain , Cross-Sectional Studies , Humans , Pandemics , SARS-CoV-2
14.
Rheumatol Adv Pract ; 5(1): rkab004, 2021.
Article En | MEDLINE | ID: mdl-33693304

OBJECTIVES: The aims were to determine the ability of the HandScan [assessing inflammation in hand and wrist joints using optical spectral transmission (OST)] to measure RA disease activity longitudinally, compared with DAS28, and to determine whether short-term (i.e. 1 month) changes in the OST score can predict treatment response at 3 or 6 months. METHODS: Participants visited the outpatient clinic before the start of (additional) RA medication and 1, 3 and 6 months thereafter. Disease activity was monitored at each visit with the HandScan and DAS28 in parallel. A mixed effects model with DAS28 as the outcome variable with a random intercept at patient level, visit month and DAS28 one visit earlier was used to evaluate whether changes in the OST score are related to changes in DAS28. Binary logistic regression was used to test the predictive value of short-term changes in the OST score together with the baseline OST score for achievement of treatment response (EULAR or ACR criteria). All models were adjusted for RA stage (early or established). RESULTS: In total, 64 RA patients were included. One unit change in OST score was found to be related to an average DAS28 change of 0.03 (95% CI: 0.01, 0.06, P = 0.03). When adding OST score as a variable in the longitudinal model, the ability of the model to estimate DAS28 (i.e. explained variance) increased by 2%, to 59%. Neither baseline OST score nor short-term change in OST score was predictive for treatment response at 3 or 6 months. CONCLUSION: A longitudinal association of OST score with DAS28 exists, although explained variance is low. The predictive ability of short-term changes in HandScan for treatment response is limited.

15.
J Rheumatol ; 48(10): 1504-1507, 2021 10.
Article En | MEDLINE | ID: mdl-33526623

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.


Arthritis, Rheumatoid , Methotrexate , Arthritis, Rheumatoid/drug therapy , Drug Therapy, Combination , Humans , Methotrexate/therapeutic use , Prednisone/therapeutic use , Smoking , Treatment Outcome
16.
Rheumatology (Oxford) ; 60(11): 5105-5116, 2021 11 03.
Article En | MEDLINE | ID: mdl-33560301

OBJECTIVES: Treatment non-adherence is more frequent among difficult-to-treat (D2T) than among non-D2T RA patients. Perceptions of non-adherence may differ. We aimed to thematically structure and prioritize barriers to (i.e. causes and reasons for non-adherence) and facilitators of optimal adherence from the patients' and rheumatologists' perspectives. METHODS: Patients' perceptions were identified in semi-structured in-depth interviews. Experts selected representative statements regarding 40 barriers and 40 facilitators. Twenty D2T and 20 non-D2T RA patients sorted these statements during two card-sorting tasks: first, by order of content similarity and, second, content applicability. Additionally, 20 rheumatologists sorted the statements by order of content applicability to the general RA population. The similarity sorting was used as input for hierarchical cluster analysis. The applicability sorting was analysed using descriptive statistics, prioritized and the results compared between D2T RA patients, non-D2T RA patients and rheumatologists. RESULTS: Nine clusters of barriers were identified, related to the healthcare system, treatment safety/efficacy, treatment regimen and patient behaviour. D2T RA patients prioritized adverse events and doubts about effectiveness as the most important barriers. Doubts about effectiveness were more important to D2T than to non-D2T RA patients (P = 0.02). Seven clusters of facilitators were identified, related to the healthcare system and directly to the patient. All RA patients and rheumatologists prioritized a good relationship with the healthcare professional and treatment information as the most helpful facilitators. CONCLUSIONS: D2T RA patients, non-D2T RA patients and rheumatologists prioritized perceptions of non-adherence largely similarly. The structured overviews of barriers and facilitators provided in this study may guide improvement of adherence.


Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Medication Adherence/psychology , Rheumatologists/psychology , Aged , Female , Humans , Interviews as Topic , Male , Middle Aged
17.
Rheumatology (Oxford) ; 60(10): 4681-4690, 2021 10 02.
Article En | MEDLINE | ID: mdl-33502493

OBJECTIVES: To determine the impact of difficult-to-treat rheumatoid arthritis (D2T RA) on (costs related to) healthcare utilization, other resource use and work productivity. METHODS: Data regarding healthcare utilization, other resource use and work productivity of 52 D2T (according to the EULAR definition) and 100 non-D2T RA patients were collected via a questionnaire and an electronic patient record review during a study visit. Annual costs were calculated and compared between groups. Multivariable linear regression analysis was performed to assess whether having D2T RA was associated with higher costs. RESULTS: Mean (95% CI) annual total costs were €37 605 (€27 689 - €50 378) for D2T and €19 217 (€15 647 - €22 945) for non-D2T RA patients (P<0.001). D2T RA patients visited their rheumatologist more frequently, were more often admitted to day-care facilities, underwent more laboratory tests and used more drugs (specifically targeted synthetic DMARDs), compared with non-D2T RA patients (P<0.01). In D2T RA patients, the main contributors to total costs were informal help of family and friends (28%), drugs (26%) and loss of work productivity (16%). After adjustment for physical functioning (HAQ), having D2T RA was no longer statistically significantly associated with higher total costs. HAQ was the only independent determinant of higher costs in multivariable analysis. CONCLUSIONS: The economic burden of D2T RA is significantly higher than that of non-D2T RA, indicated by higher healthcare utilization and higher annual total costs. Functional disability is a key determinant of higher costs in RA.


Arthritis, Rheumatoid/economics , Cost of Illness , Financial Stress/economics , Health Care Costs/statistics & numerical data , Patient Acceptance of Health Care/statistics & numerical data , Aged , Antirheumatic Agents/economics , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/psychology , Cross-Sectional Studies , Disability Evaluation , Efficiency , Female , Financial Stress/etiology , Functional Status , Humans , Linear Models , Male , Middle Aged , Netherlands , Surveys and Questionnaires
18.
Rheumatology (Oxford) ; 60(2): 682-691, 2021 02 01.
Article En | MEDLINE | ID: mdl-32844216

OBJECTIVE: To determine the extent to which disease duration, alone or in combination with other baseline clinical and non-clinical factors, explains variations in outcome of tocilizumab initiated in biologic-naïve patients with established RA. METHODS: In this pooled analysis of phase 3 and 4 clinical trials conducted by the sponsor, predictors of response, including demographics, disease characteristics at baseline (start of tocilizumab dosing) and study characteristics (e.g. patient inclusion criteria, tocilizumab dosing regimen) were evaluated. Response was measured as change from baseline to week 24 in Clinical Disease Activity Index (CDAI) and HAQ-Disability Index (HAQ-DI) scores and as the proportions of patients who experienced ≥50% improvement based on ACR criteria (ACR50) and CDAI remission (≤2.8) rates at week 24. RESULTS: Improvements in all outcomes investigated were observed in patients receiving tocilizumab. Although disease duration was statistically significant in the models, it accounted for <2% of variation in CDAI and HAQ-DI score changes from baseline to week 24; baseline CDAI and HAQ-DI values accounted for 32% and 15% of variations, respectively. Doubling of disease duration reduced the odds of achieving an ACR50 response by only 9%, and each additional 5-year period of disease duration decreased the odds of achieving CDAI remission by only 15%. CONCLUSION: RA duration, alone or in combination with other baseline characteristics, had a statistically significant but clinically small effect on the outcomes of tocilizumab initiated in biologic-naïve patients with established RA.


Antibodies, Monoclonal, Humanized/therapeutic use , Arthritis, Rheumatoid/drug therapy , Antirheumatic Agents/therapeutic use , Biological Products/therapeutic use , Female , Humans , Male , Methotrexate/therapeutic use , Middle Aged , Randomized Controlled Trials as Topic , Remission Induction , Severity of Illness Index , Treatment Outcome
20.
J Rheumatol ; 48(4): 495-503, 2021 04.
Article En | MEDLINE | ID: mdl-32739893

OBJECTIVE: Our study aimed to evaluate the cost effectiveness of initiating tocilizumab (TCZ) ± methotrexate (MTX) versus initiating MTX as treat-to-target treatment strategies over 5 years in early disease-modifying antirheumatic drug (DMARD)-naïve rheumatoid arthritis (RA). METHODS: Data on resource use were collected with questionnaires at baseline, 3, 6, 12, and 24 months, and yearly thereafter, and were converted to costs using Dutch reference prices. Quality-adjusted life-years (QALY) were calculated using the EQ5D5L, with utility based on Dutch tariff or estimated by the Health Assessment Questionnaire. To account for missing cost data and QALY data and for sample uncertainty, first bootstraps (10,000 samples) were obtained. Second, single imputation using chained equations nested within these bootstrap samples was performed. An economic evaluation was performed for TCZ + MTX and TCZ, compared to MTX, as initial treatment in a treat-to-target strategy from a healthcare and societal perspective over 5 years. Several sensitivity analyses were performed. RESULTS: Mean differences in QALY were small and not significant (TCZ + MTX vs MTX: 0.06, 95% CI -0.02 to 0.13; TCZ vs. MTX: -0.03, 95% CI -0.05 to 0.11). Limited savings in indirect nonhealthcare costs and productivity loss costs (for TCZ only) were observed, but these did not compensate for the higher medication costs. Sensitivity analyses did not materially change these findings, although lower-priced TCZ, or reserving TCZ as initial therapy for prognostically unfavorable RA patients, improved cost effectiveness considerably but did not individually lead to a strategy being cost effective. CONCLUSION: Based on our analyses, early initiation of TCZ + MTX is not cost effective compared to MTX initiation in a step-up treat-to-target treatment strategy over 5 years in early RA patients.


Antirheumatic Agents , Arthritis, Rheumatoid , Antibodies, Monoclonal, Humanized , Antirheumatic Agents/therapeutic use , Arthritis, Rheumatoid/drug therapy , Cost-Benefit Analysis , Drug Therapy, Combination , Humans , Methotrexate/therapeutic use , Quality-Adjusted Life Years , Treatment Outcome
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