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Ioussoufovitch S, Diop M. Time-domain diffuse optical imaging technique for monitoring rheumatoid arthritis disease activity: experimental validation in tissue-mimicking finger phantoms. Phys Med Biol 2024; 69:125021. [PMID: 38830365 DOI: 10.1088/1361-6560/ad53a0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 06/03/2024] [Indexed: 06/05/2024]
Abstract
Objective.Effective treatment within 3-5 months of disease onset significantly improves rheumatoid arthritis (RA) prognosis. Nevertheless, 30% of RA patients fail their first treatment, and it takes 3-6 months to identify failure with current monitoring techniques. Time-domain diffuse optical imaging (TD-DOI) may be more sensitive to RA disease activity and could be used to detect treatment failure. In this report, we present the development of a TD-DOI hand imaging system and validate its ability to measure simulated changes in RA disease activity using tissue-mimicking finger phantoms.Approach.A TD-DOI system was built, based on a single-pixel camera architecture, and used to image solid phantoms which mimicked a proximal interphalangeal finger joint. For reference,in silicoimages of virtual models of the solid phantoms were also generated using Monte Carlo simulations. Spatiotemporal Fourier components were extracted from both simulated and experimental images, and their ability to distinguish between phantoms representing different RA disease activity was quantified.Main results.Many spatiotemporal Fourier components extracted from TD-DOI images could clearly distinguish between phantoms representing different states of RA disease activity.Significance.A TD-DOI system was built and validated using finger-mimicking solid phantoms. The findings suggest that the system could be used to monitor RA disease activity. This single-pixel TD-DOI system could be used to acquire longitudinal measures of RA disease activity to detect early treatment failure.
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Affiliation(s)
- S Ioussoufovitch
- School of Biomedical Engineering, Western University and Collaborative Training Program in Musculoskeletal Health Research, Bone & Joint Institute, Western University, 1151 Richmond St., London, Canada
| | - M Diop
- School of Biomedical Engineering, Western University and Collaborative Training Program in Musculoskeletal Health Research, Bone & Joint Institute, Western University, 1151 Richmond St., London, Canada
- Imaging Program, Lawson Health Research Institute, 268 Grosvenor St., London, Canada
- Department of Medical Biophysics, Western University, 1151 Richmond St., London, Canada
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Ioussoufovitch S, Diop M. Time-domain diffuse optical imaging technique for monitoring rheumatoid arthritis disease activity: theoretical development and in silico validation. Phys Med Biol 2024; 69:125022. [PMID: 38830363 DOI: 10.1088/1361-6560/ad539f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2023] [Accepted: 06/03/2024] [Indexed: 06/05/2024]
Abstract
Objective.Effective early treatment-within 3-5 months of disease onset-significantly improves rheumatoid arthritis (RA) prognosis. Nevertheless, 1 in 3 patients experiences treatment failure which takes 3-6 months to detect with current monitoring techniques. The aim of this work is to develop a method for extracting quantitative features from data obtained with time-domain diffuse optical imaging (TD-DOI), and demonstrate their sensitivity to RA disease activity.Approach.80 virtual phantoms of the proximal interphalangeal joint-obtained from a realistic tissue distribution derived from magnetic resonance imaging-were created to simulate RA-induced alterations in 5 physiological parameters. TD-DOI images were generated using Monte Carlo simulations, and Poisson noise was added to each image. Subsequently, each image was convolved with an instrument response function (IRF) to mimic experimental measurements. Various spatiotemporal features were extracted from the images (i.e. statistical moments, temporal Fourier components), corrected for IRF effects, and correlated with the disease index (DI) of each phantom.Main results.Spatiotemporal Fourier components of TD-DOI images were highly correlated with DI despite the confounding effects of noise and the IRF. Moreover, lower temporal frequency components (⩽0.4 GHz) demonstrated greater sensitivity to small changes in disease activity than previously published spatial features extracted from the same images.Significance.Spatiotemporal components of TD-DOI images may be more sensitive to small changes in RA disease activity than previously reported DOI features. TD-DOI may enable earlier detection of RA treatment failure, which would reduce the time needed to identify treatment failure and improve patient prognosis.
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Affiliation(s)
- S Ioussoufovitch
- School of Biomedical Engineering, Western University and Collaborative Training Program in Musculoskeletal Health Research, Bone & Joint Institute, Western University, 1151 Richmond St., London, Canada
| | - M Diop
- School of Biomedical Engineering, Western University and Collaborative Training Program in Musculoskeletal Health Research, Bone & Joint Institute, Western University, 1151 Richmond St., London, Canada
- Imaging Program, Lawson Health Research Institute, 268 Grosvenor St., London, Canada
- Department of Medical Biophysics, Western University, 1151 Richmond St., London, Canada
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Rinkin C, Malaise O, Chauveheid F, Gerard C, Seidel L, Malaise M, Ribbens C. Optical imaging (HandScan) can identify ultrasound remission in rheumatoid arthritis. BMC Musculoskelet Disord 2024; 25:361. [PMID: 38714989 PMCID: PMC11075232 DOI: 10.1186/s12891-024-07472-4] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/03/2023] [Accepted: 04/22/2024] [Indexed: 05/12/2024] Open
Abstract
BACKGROUND Identifying remission is of high importance in rheumatoid arthritis (RA) because remission is associated with less structural progression. We investigated the efficacy of a new optical imaging device, HandScan, to identify RA remission, as defined by ultrasound (US). METHODS 61 RA patients were included. Disease activity was evaluated by clinical assessment and US, using gray-scale (GS) and Power Doppler (PD). HandScan determined unitary optical spectral transmission (OST) values for wrists, metacarpophalangeal and proximal interphalangeal joints. At the patient level, three composite HandScan (HS) scores were calculated: total HS score; disease activity score OST (DAS-OST) and DAS-OST without patient global assessment (PtGA). Using ROC curves, we determined HS cut-offs to identify US-defined remission. RESULTS At the joint level, unitary OST values significantly correlated with GS synovitis [odds ratio (OR) 2.43, p < 0.0001] and PD positivity (OR 3.72, p = 0.0002 ). At the patient level, total HS score and DAS-OST were significantly associated with all gray-scale US (GSUS) and power doppler US (PDUS) parameters evaluated (synovitis number and grade, synovial thickness, PD grade) (p < 0.05). The cut-off to identify US-defined remission at the joint level was of 0.92, giving an 81% sensitivity and a 96% positive predictive value (PPV). At the patient level, ROC-curves failed to identify a robust cut-off for the total HS score, but did identify a cut-off (3.68) for DAS-OST to identify US-defined remission, but with lower sensitivity (75%), specificity (56%) and PPV (67%). CONCLUSIONS HandScan is a non-invasive optical imaging technique providing OST values that correlate with GSUS and PDUS parameters. In addition, HandScan is able to reliably identify US-defined remission in RA at the joint level, with a good sensitivity and high PPV. At the patient level, HandScan DAS-OST can also determine US remission (while total HS score failed to do so), but with lower performance.
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Affiliation(s)
- Charline Rinkin
- Rheumatology department, University Hospital of Liège, Liège, Belgium
| | - Olivier Malaise
- Rheumatology department, University Hospital of Liège, Liège, Belgium.
| | | | - Caroline Gerard
- Rheumatology department, University Hospital of Liège, Liège, Belgium
| | - Laurence Seidel
- Biostatistics and research method center (B-STAT), University Hospital of Liège, Liège, Belgium
| | - Michel Malaise
- Rheumatology department, University Hospital of Liège, Liège, Belgium
| | - Clio Ribbens
- Rheumatology department, University Hospital of Liège, Liège, Belgium
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Blanken AB, Korteweg M, van Boheemen L, van Vollenhoven RF, Nurmohamed MT, van der Laken CJ. Clinical evaluation of optical spectral transmission imaging for detection of disease activity in rheumatoid arthritis. Scand J Rheumatol 2024; 53:85-93. [PMID: 36974977 DOI: 10.1080/03009742.2023.2177382] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2022] [Accepted: 02/03/2023] [Indexed: 03/29/2023]
Abstract
OBJECTIVE To investigate the performance and factors of influence of optical spectral transmission (OST) imaging as a new technique for measuring joint inflammation in rheumatoid arthritis (RA). METHOD OST was performed in 24 RA patients and 37 controls. Mann-Whitney U-test was used to assess differences in OST score between RA patients and controls. Receiver operating characteristics (ROC), linear regression and generalized estimating equations analysis were used to assess the discriminative capability of OST and the association of OST score with clinical disease parameters, ultrasound, radiographic features and cardiovascular risk parameters. RESULTS Median OST score was higher in RA patients than in controls [16.9 (interquartile range 12.77-19.7) vs 12.11 (10.32-14.93)]. At patient level, OST score was moderately associated with ultrasound [beta 0.38 (95% CI 0.16-0.60), p = 0.001] and clinical disease activity [28-joint Disease Activity Score-C-reactive protein beta 0.30 (95% CI 0.04- 0.57), p = 0.024] in RA patients. In controls, male sex, high body mass index, and hypertension were associated with higher OST scores, while these associations were absent in RA. At joint level, the area under the ROC curve for OST score, with ultrasound or clinical swelling as reference, ranged from 0.63 to 0.70. Joint-space narrowing and malalignment were associated with higher OST joint scores, and subchondral sclerosis with lower scores. CONCLUSION OST provides an objective measure of synovitis and correlates moderately with other examined disease activity assessment tools. Clinical patient characteristics must be considered when interpreting the results.
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Affiliation(s)
- A B Blanken
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center, Reade, Amsterdam, The Netherlands
- Department of Radiology, Amsterdam Rheumatology and Immunology Center, Amsterdam UMC, The Netherlands
| | - M Korteweg
- Department of Radiology, Reade, Amsterdam, The Netherlands
| | - L van Boheemen
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center, Reade, Amsterdam, The Netherlands
| | - R F van Vollenhoven
- Department of Radiology, Amsterdam Rheumatology and Immunology Center, Amsterdam UMC, The Netherlands
| | - M T Nurmohamed
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center, Reade, Amsterdam, The Netherlands
- Department of Radiology, Amsterdam Rheumatology and Immunology Center, Amsterdam UMC, The Netherlands
| | - C J van der Laken
- Department of Radiology, Amsterdam Rheumatology and Immunology Center, Amsterdam UMC, The Netherlands
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Triantafyllias K, Marinoska T, Heller C, de Blasi M, Muthuraman M, Schwarting A. Optical spectral transmission to assess glucocorticoid therapy response in patients with arthritis: a longitudinal follow-up comparison with joint ultrasound. Arthritis Res Ther 2023; 25:47. [PMID: 36964628 PMCID: PMC10039502 DOI: 10.1186/s13075-023-03023-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2022] [Accepted: 02/28/2023] [Indexed: 03/26/2023] Open
Abstract
BACKGROUND Optical spectral transmission (OST) is a modern diagnostic modality, able to assess the blood-specific absorption of light transmitted through a tissue, promising quantification of inflammation in the finger and wrist joints of patients with arthritis. To date, there are no adequate data regarding the diagnostic value of OST in the evaluation of inflammatory activity changes, during arthritis follow-up. Objectives of this study were therefore to examine the performance of OST in assessing response to anti-inflammatory therapy in patients with active arthritis and to explore OST associations with clinical, laboratory, and ultrasonographic (US) activity markers. METHODS 1173 joints of 54 patients with arthritides of the wrist and finger joints were examined by OST before and after oral administration of glucocorticoids (GC), during a disease flare. For the same time-points patients underwent clinical, laboratory, and joint US [grayscale (GSUS), power-Doppler (PDUS)] examinations. The distribution of ΔOST-values between the two time-points was compared with the respective distributions of ΔPDUS and ΔGSUS by Bayesian statistical analyses. Moreover, the diagnostic performance of OST compared to a control group (2508 joints of 114 subjects) was examined by receiver operating characteristics and associations of OST values with clinical, laboratory, and arthrosonographic parameters were evaluated by correlation analyses. RESULTS OST and US performed similarly in the assessment of inflammatory changes caused by GC (same value-change tendency in 83.2% of the cases). Bayesian statistics revealed no significant differences between ΔOST and ΔPDUS for all 3 examined joint categories (accuracy: metacarpophalangeal (MCP): 68.1%; proximal interphalangeal (PIP): 60.4%; wrists: 50.4%) and between ΔOST and ΔGSUS for MCP and PIP joints (accuracy: 51.1% and 78.7%, respectively). OST diagnostic performance (patients vs. controls) was excellent in both time-points [area under the curve (AUC) before GC=0.883(95%CI=0.83-0.94) and after GC=0.811(95%CI=0.74-0.881); p<0.001]. Furthermore, OST correlated significantly with all examined sonographic activity scores (all; p<0.001) and with swollen joint counts (p<0.01). CONCLUSIONS OST was able to assess response to therapy in a similar way to joint US and correlated significantly with arthritis activity markers. Therefore, OST has proved to be a valuable tool to assist disease activity monitoring in the examined cohort. TRIAL REGISTRATION German Registry of Clinical Trials, DRKS00016752.
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Affiliation(s)
- Konstantinos Triantafyllias
- Rheumatology Center Rhineland-Palatinate, Kaiser-Wilhelm-Str. 9-11, 55543, Bad Kreuznach, Germany.
- Department of Internal Medicine I, Division of Rheumatology and Clinical Immunology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany.
| | - Tatjana Marinoska
- Rheumatology Center Rhineland-Palatinate, Kaiser-Wilhelm-Str. 9-11, 55543, Bad Kreuznach, Germany
| | - Caroline Heller
- Department of Internal Medicine I, Division of Rheumatology and Clinical Immunology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
| | - Michele de Blasi
- Rheumatology Center Rhineland-Palatinate, Kaiser-Wilhelm-Str. 9-11, 55543, Bad Kreuznach, Germany
| | - Muthuraman Muthuraman
- Department of Biomedical Statistics and Multimodal Signal Processing, Neurology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
- Department of Neurology, University Hospital Würzburg, Würzburg, Germany
| | - Andreas Schwarting
- Rheumatology Center Rhineland-Palatinate, Kaiser-Wilhelm-Str. 9-11, 55543, Bad Kreuznach, Germany
- Department of Internal Medicine I, Division of Rheumatology and Clinical Immunology, University Medical Center of the Johannes Gutenberg University Mainz, Mainz, Germany
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Optical imaging compared to clinical examination in 484 rheumatoid arthritis patients: the Leeuwarden Handscan Registry. Rheumatol Int 2022; 42:2019-2026. [PMID: 35083506 DOI: 10.1007/s00296-021-05060-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/14/2021] [Accepted: 11/27/2021] [Indexed: 10/19/2022]
Abstract
The Handscan is a novel objective optical imaging device for disease follow-up and management in rheumatoid arthritis patients. We aim to examine the association between the baseline outcomes of the Handscan, disease activity levels and joint swelling. The Handscan measures differences in laser light absorption between joints of fingers and wrists and adjacent reference tissue, indicating the presence or absence of inflammation. The device gives an optical spectral transmission (OST) index per joint. The average of these indices is represented in the total optical score (TOS). Associations between TOS and DAS28 at subject level and OST and swelling at joint level were examined. 484 RA patients were included. Compared to patients with high disease activity (defined by DAS28), TOS was significantly lower in patients with moderate (estimated coefficient B: - 7.09, P < 0.001), low disease activity (B: - 6.99, P < 0.001) and patients in remission (B: - 7.72, P < 0.001) but could not distinguish between the latter three disease states. TOS was significantly lower in females (B: - 3.2, P < 0.001). OST was significantly higher in swollen than non-swollen joints (B: 0.28, P < 0.001). TOS was significantly higher in patients with high disease activity than in those in remission or with low and moderate disease activity. The difference in TOS between males and females should be accounted for in the interpretation of this outcome. The OST at joint level discriminates swollen from non-swollen joints and could be a more promising tool than the overall optical activity reflected in TOS.
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de Pablo P, Dinnes J, Berhane S, Osman A, Lim Z, Coombe A, Raza K, Filer A, Deeks JJ. Systematic review of imaging tests to predict the development of rheumatoid arthritis in people with unclassified arthritis. Semin Arthritis Rheum 2021; 52:151919. [PMID: 34782180 DOI: 10.1016/j.semarthrit.2021.10.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2021] [Revised: 09/16/2021] [Accepted: 10/18/2021] [Indexed: 11/19/2022]
Abstract
OBJECTIVE To estimate and compare the diagnostic accuracy of magnetic resonance imaging (MRI) and ultrasound, for the prediction of rheumatoid arthritis (RA) in unclassified arthritis (UA). METHODS MEDLINE, Embase and BIOSIS were searched from 1987 to May 2019. Studies evaluating any imaging test in participants with UA were eligible. Reference standards were RA classification criteria or methotrexate initiation. Two authors independently extracted data and assessed validity using QUADAS-2. Sensitivities and specificities were calculated for each imaging characteristic and joint area. Summary estimates with 95% confidence intervals (CI) were estimated where possible. RESULTS Nineteen studies were included; 13 evaluated MRI (n=1,143; 454 with RA) and 6 evaluated ultrasound (n=531; 205 with RA). Studies were limited by unclear recruitment procedures, inclusion of patients with RA at baseline, differential verification, lack of blinding and consensus grading. Study heterogeneity largely precluded meta-analysis, however summary sensitivity and specificity for MRI synovitis in at least one joint were 93% (95% CI 88%, 96%) and 25% (95% CI 13%, 41%) (3 studies). Specificities may be higher for other MRI characteristics but data are limited. Ultrasound results were difficult to synthesise due to different diagnostic thresholds and reference standards. CONCLUSION The evidence for MRI or ultrasound as single tests for predicting RA in people with UA is heterogeneous and of variable methodological quality. Larger studies using consensus grading and consistently defined RA diagnosis are needed to identify whether combinations of imaging characteristics, either alone or in combination with other clinical findings, can better predict RA in this population.
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Affiliation(s)
- Paola de Pablo
- Institute of Inflammation and Ageing, College of Medical & Dental Sciences, University of Birmingham, Birmingham, UK; Sandwell and West Birmingham Hospitals NHS Trust, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Jacqueline Dinnes
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK; Test Evaluation Research Group, Institute of Applied Health Research, University of Birmingham, Birmingham, UK.
| | - Sarah Berhane
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK; Test Evaluation Research Group, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Aya Osman
- Institute of Inflammation and Ageing, College of Medical & Dental Sciences, University of Birmingham, Birmingham, UK
| | - Zhia Lim
- Institute of Inflammation and Ageing, College of Medical & Dental Sciences, University of Birmingham, Birmingham, UK
| | - April Coombe
- Test Evaluation Research Group, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
| | - Karim Raza
- Institute of Inflammation and Ageing, College of Medical & Dental Sciences, University of Birmingham, Birmingham, UK; Sandwell and West Birmingham Hospitals NHS Trust, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Andrew Filer
- Institute of Inflammation and Ageing, College of Medical & Dental Sciences, University of Birmingham, Birmingham, UK; NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK
| | - Jonathan J Deeks
- NIHR Birmingham Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust and University of Birmingham, Birmingham, UK; Test Evaluation Research Group, Institute of Applied Health Research, University of Birmingham, Birmingham, UK
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van Boheemen L, Blanken A, Kuin A, van Schaardenburg D. No added value of optimal spectral transmission imaging in persons at risk of rheumatoid arthritis. Rheumatology (Oxford) 2021; 60:4436-4438. [PMID: 33983434 DOI: 10.1093/rheumatology/keab435] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/08/2021] [Revised: 04/19/2021] [Accepted: 05/11/2021] [Indexed: 11/14/2022] Open
Affiliation(s)
| | - Annelies Blanken
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center (ARC)
| | - Aja Kuin
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center (ARC)
| | - Dirkjan van Schaardenburg
- Department of Rheumatology, Amsterdam Rheumatology and Immunology Center (ARC)
- Department of Rheumatology, Amsterdam UMC, Academic Medical Center, Amsterdam, the Netherlands
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Roodenrijs NMT, Kedves M, Hamar A, Nagy G, van Laar JM, van der Heijde D, Welsing PMJ. Diagnostic issues in difficult-to-treat rheumatoid arthritis: a systematic literature review informing the EULAR recommendations for the management of difficult-to-treat rheumatoid arthritis. RMD Open 2021; 7:rmdopen-2020-001511. [PMID: 33514671 PMCID: PMC7849901 DOI: 10.1136/rmdopen-2020-001511] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2020] [Revised: 12/21/2020] [Accepted: 01/09/2021] [Indexed: 12/21/2022] Open
Abstract
Objectives To summarise the evidence on diagnostic issues in difficult-to-treat rheumatoid arthritis (D2T RA) informing the EULAR recommendations for the management of D2T RA. Methods A systematic literature review (SLR) was performed regarding the optimal confirmation of a diagnosis of rheumatoid arthritis (RA) and of mimicking diseases and the assessment of inflammatory disease activity. PubMed and Embase databases were searched up to December 2019. Relevant papers were selected and appraised. Results Eighty-two papers were selected for detailed assessment. The identified evidence had several limitations: (1) no studies were found including D2T RA patients specifically, and only the minority of studies included RA patients in whom there was explicit doubt about the diagnosis of RA or presence of inflammatory activity; (2) mostly only correlations were reported, not directly useful to evaluate the accuracy of detecting inflammatory activity in clinical practice; (3) heterogeneous, and often suboptimal, reference standards were used and (4) (thus) only very few studies had a low risk of bias. To ascertain a diagnosis of RA or relevant mimicking disease, no diagnostic test with sufficient validity and accuracy was identified. To ascertain inflammatory activity in patients with RA in general and in those with obesity and fibromyalgia, ultrasonography (US) was studied most extensively and was found to be the most promising diagnostic test. Conclusions This SLR highlights the scarcity of high-quality studies regarding diagnostic issues in D2T RA. No diagnostic tests with sufficient validity and accuracy were found to confirm nor exclude the diagnosis of RA nor its mimicking diseases in D2T RA patients. Despite the lack of high-quality direct evidence, US may have an additional value to assess the presence of inflammatory activity in D2T RA patients, including those with concomitant obesity or fibromyalgia.
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Affiliation(s)
- Nadia M T Roodenrijs
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Melinda Kedves
- Rheumatology, Bacs-Kiskun Megyei Korhaz, Kecskemet, Hungary
| | - Attila Hamar
- Rheumatology, University of Debrecen, Debrecen, Hungary
| | - György Nagy
- Rheumatology & Clinical Immunology, Semmelweis University, Budapest, Hungary.,Genetics, Cell and Immunobiology, Semmelweis University, Budapest, Hungary
| | - Jacob M van Laar
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | - Paco M J Welsing
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
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Nagy G, Roodenrijs NMT, Welsing PMJ, Kedves M, Hamar A, van der Goes MC, Kent A, Bakkers M, Pchelnikova P, Blaas E, Senolt L, Szekanecz Z, Choy EH, Dougados M, Jacobs JW, Geenen R, Bijlsma JW, Zink A, Aletaha D, Schoneveld L, van Riel P, Dumas S, Prior Y, Nikiphorou E, Ferraccioli G, Schett G, Hyrich KL, Mueller-Ladner U, Buch MH, McInnes IB, van der Heijde D, van Laar JM. EULAR points to consider for the management of difficult-to-treat rheumatoid arthritis. Ann Rheum Dis 2021; 81:20-33. [PMID: 34407926 PMCID: PMC8761998 DOI: 10.1136/annrheumdis-2021-220973] [Citation(s) in RCA: 84] [Impact Index Per Article: 28.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/12/2021] [Accepted: 07/23/2021] [Indexed: 12/17/2022]
Abstract
OBJECTIVE To develop evidence-based European Alliance of Associations for Rheumatology (EULAR) points to consider (PtCs) for the management of difficult-to-treat rheumatoid arthritis (D2T RA). METHODS An EULAR Task Force was established comprising 34 individuals: 26 rheumatologists, patient partners and rheumatology experienced health professionals. Two systematic literature reviews addressed clinical questions around diagnostic challenges, and pharmacological and non-pharmacological therapeutic strategies in D2T RA. PtCs were formulated based on the identified evidence and expert opinion. Strength of recommendations (SoR, scale A-D: A typically consistent level 1 studies and D level 5 evidence or inconsistent studies) and level of agreement (LoA, scale 0-10: 0 completely disagree and 10 completely agree) of the PtCs were determined by the Task Force members. RESULTS Two overarching principles and 11 PtCs were defined concerning diagnostic confirmation of RA, evaluation of inflammatory disease activity, pharmacological and non-pharmacological interventions, treatment adherence, functional disability, pain, fatigue, goal setting and self-efficacy and the impact of comorbidities. The SoR varied from level C to level D. The mean LoA with the overarching principles and PtCs was generally high (8.4-9.6). CONCLUSIONS These PtCs for D2T RA can serve as a clinical roadmap to support healthcare professionals and patients to deliver holistic management and more personalised pharmacological and non-pharmacological therapeutic strategies. High-quality evidence was scarce. A research agenda was created to guide future research.
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Affiliation(s)
- György Nagy
- Department of Rheumatology & Clinical Immunology, Semmelweis University, Budapest, Hungary .,Department of Genetics, Cell and Immunobiology, Semmelweis University, Budapest, Hungary
| | - Nadia M T Roodenrijs
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Paco M J Welsing
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Melinda Kedves
- Bács-Kiskun County Hospital, Rheumatology Department, Kecskemét, Hungary
| | - Attila Hamar
- Department of Rheumatology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Marlies C van der Goes
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands.,Department of Rheumatology, Meander Medical Center, Amersfoort, The Netherlands
| | - Alison Kent
- Salisbury Foundation Trust NHS Hospital, Wiltshire, UK
| | - Margot Bakkers
- EULAR Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), Zurich, Switzerland
| | - Polina Pchelnikova
- EULAR Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), Zurich, Switzerland
| | - Etienne Blaas
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Ladislav Senolt
- Department of Rheumatology, 1st Faculty of Medicine, Charles University and Institute of Rheumatology, Prague, Czech Republic
| | - Zoltan Szekanecz
- Department of Rheumatology, Faculty of Medicine, University of Debrecen, Debrecen, Hungary
| | - Ernest H Choy
- CREATE Centre, Section of Rheumatology, School of Medicine, Division of Infection and Immunity, Cardiff University, Cardiff, UK
| | - Maxime Dougados
- Université de Paris Department of Rheumatology - Hôpital Cochin. Assistance Publique - Hôpitaux de Paris INSERM (U1153) Clinical epidemiology and biostatistics, PRES Sorbonne Paris-Cité, Paris, France
| | - Johannes Wg Jacobs
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Rinie Geenen
- Department of Psychology, Utrecht University, Utrecht, The Netherlands
| | - Johannes Wj Bijlsma
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
| | - Angela Zink
- Epidemiology Unit, German Rheumatism Research Centre, Berlin, Germany
| | - Daniel Aletaha
- Department of Internal Medicine III, Division of Rheumatology, Medical University of Vienna, Vienna, Austria
| | - Leonard Schoneveld
- Department of Rheumatology, Bravis Hospital, Roosendaal, The Netherlands
| | - Piet van Riel
- Department of Rheumatic Diseases, Radboud University Nijmegen Medical Centre, Nijmegen, The Netherlands
| | - Sophie Dumas
- Department of Pharmacy, Marin Hospital, Asisstance Publique-Hopitaux de Paris, Hendaye, France
| | - Yeliz Prior
- School of Health and Society, Centre for Health Sciences Research, University of Salford, Salford, UK
| | - Elena Nikiphorou
- Centre for Rheumatic Diseases, King's College London, London, UK.,Rheumatology Department, King's College Hospital, London, UK
| | | | - Georg Schett
- Department of Internal Medicine 3, Rheumatology and Immunology, Friedrich-Alexander University of Erlangen-Nuremberg and Universitatsklinikum Erlangen, Erlangen, Germany
| | - Kimme L Hyrich
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.,Centre for Musculoskeletal Research, School of Biological Sciences, Faculty of Biology, Medicine & Health, University of Manchester, Manchester, UK
| | - Ulf Mueller-Ladner
- Department of Rheumatology and Clinical Immunology, Justus-Liebig University Giessen, Campus Kerckhoff, Bad Nauheim, Germany
| | - Maya H Buch
- NIHR Manchester Biomedical Research Centre, Manchester University NHS Foundation Trust, Manchester Academic Health Science Centre, Manchester, UK.,Centre for Musculoskeletal Research, School of Biological Sciences, Faculty of Biology, Medicine & Health, University of Manchester, Manchester, UK.,Leeds Institute of Rheumatic & Musculoskeletal Medicine, University of Leeds, Leeds, UK
| | - Iain B McInnes
- Institute of Infection, Immunity and Inflammation, University of Glasgow, Glasgow, UK
| | | | - Jacob M van Laar
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, The Netherlands
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11
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Verhoeven MMA, Westgeest AAA, Schwarting A, Jacobs JWG, Heller C, van Laar JM, Lafeber FPJG, Tekstra J, Triantafyllias K, Welsing PMJ. Development and validation of rheumatoid arthritis disease activity indices including HandScan (optical spectral transmission) scores. Arthritis Care Res (Hoboken) 2021; 74:1493-1499. [PMID: 33770421 PMCID: PMC9540315 DOI: 10.1002/acr.24607] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/21/2020] [Revised: 03/10/2021] [Accepted: 03/23/2021] [Indexed: 11/30/2022]
Abstract
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).
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Affiliation(s)
- Maxime M A Verhoeven
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | | | | | - Johannes W G Jacobs
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | | | - Jacob M van Laar
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Floris P J G Lafeber
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | - Janneke Tekstra
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
| | | | - Paco M J Welsing
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht University, Utrecht, the Netherlands
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12
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Verhoeven MMA, Tekstra J, Marijnissen ACA, Meier AJL, Westgeest AAA, Lafeber FPJG, Jacobs JWG, van Laar JM, Welsing PMJ. Utility of the HandScan in monitoring disease activity and prediction of clinical response in rheumatoid arthritis patients: an explorative study. Rheumatol Adv Pract 2021; 5:rkab004. [PMID: 33693304 PMCID: PMC7931797 DOI: 10.1093/rap/rkab004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/26/2020] [Revised: 01/08/2021] [Indexed: 11/13/2022] Open
Abstract
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.
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Affiliation(s)
- Maxime M A Verhoeven
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht
| | - Janneke Tekstra
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht
| | - Anne C A Marijnissen
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht
| | - Anna J L Meier
- Department of Rheumatology, Máxima MC, Eindhoven, The Netherlands
| | | | - Floris P J G Lafeber
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht
| | - Johannes W G Jacobs
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht
| | - Jacob M van Laar
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht
| | - Paco M J Welsing
- Department of Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht
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13
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Kawashiri SY, Nishino A, Shimizu T, Takatani A, Umeda M, Koga T, Iwamoto N, Ichinose K, Tamai M, Nakamura H, Origuchi T, Maeda T, Kawakami A. Fluorescence optical imaging in patients with active rheumatoid arthritis: a comparison with ultrasound and an association with biomarkers. Scand J Rheumatol 2020; 50:95-103. [PMID: 33084461 DOI: 10.1080/03009742.2020.1794028] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022]
Abstract
Objectives: This study compared indocyanine green (ICG)-enhanced fluorescence optical imaging (FOI) and musculoskeletal ultrasound (MSUS), and explored the significance of the FOI findings based on the association between the FOI and MSUS findings and serum biomarkers in patients with rheumatoid arthritis (RA). The study also explored the association between the FOI findings and patients' joint destruction at the joint-area level.Method: We enrolled 50 consecutive patients with active RA from among the patients hospitalized from May 2014 to March 2016 at Nagasaki University Hospital, Japan. FOI images were acquired with the Xiralite® fluorescence imaging system and compared with the patients' clinical examination results and MSUS findings. On the same day, the patients' clinical disease activity and levels of serum biomarkers (including vascular endothelial growth factor) were obtained.Results: Although the FOI detected synovitis with high sensitivity, the frequency of positive findings and the diagnostic performance with MSUS as the reference standard for FOI differed considerably among the phases of FOI as well as among the affected joint regions. The FOI scores were positively correlated with clinical disease activity, MSUS scores, and serum biomarkers. The severity of FOI-proven synovitis was associated with the presence of MSUS-proven bone erosion.Conclusion: FOI is effective for detecting joint inflammation in RA patients, with high accuracy. The severity of the FOI score was closely associated with the joint destruction at the joint-area level. However, the significance of positive FOI findings differed depending on not only the phase of FOI but also the affected joint regions.
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Affiliation(s)
- S-Y Kawashiri
- Department of Community Medicine, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan.,Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - A Nishino
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - T Shimizu
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - A Takatani
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - M Umeda
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - T Koga
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - N Iwamoto
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - K Ichinose
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - M Tamai
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - H Nakamura
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - T Origuchi
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - T Maeda
- Department of Community Medicine, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
| | - A Kawakami
- Department of Immunology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan.,Department of Rheumatology, Nagasaki University Graduate School of Biomedical Sciences, Nagasaki, Japan
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14
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Triantafyllias K, Heller C, de Blasi M, Galle PR, Schwarting A. Diagnostic Value of Optical Spectral Transmission in Rheumatoid Arthritis: Associations with Clinical Characteristics and Comparison with Joint Ultrasonography. J Rheumatol Suppl 2020; 47:1314-1322. [PMID: 32238511 DOI: 10.3899/jrheum.190650] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/11/2020] [Indexed: 01/09/2023]
Abstract
OBJECTIVE To examine the value of optical spectral transmission (OST) in detecting joint inflammation in patients with rheumatoid arthritis (RA) and to evaluate whether OST correlates with certain patient characteristics. METHODS OST measurements were performed in the metacarpophalangeal, proximal intraphalangeal, and wrist joints of 168 patients with RA and 114 controls. OST difference between the 2 groups was statistically examined and subsequently controlled for the effect of possible confounding factors. Diagnostic OST performance was tested by receiver-operating characteristics. Moreover, associations of OST with clinical and serological activity markers (patient group), joint ultrasound (US; patient subgroup) and various anthropometric and epidemiologic parameters (patient and control group) were evaluated by Spearman correlation coefficient and a generalized linear statistical adjustment model. RESULTS OST was significantly higher in the RA group than in the control group, even after adjustment for confounding factors (1.89; 95% CI 0.709-3.070, padj = 0.002). Taking US as a reference, area under the curve for all 1251 joints simultaneously was 0.67 (95% CI 0.631-0.709). In the patient group, correlation and adjustment analyses showed associations of OST with various disease activity markers [28-joint count Disease Activity Score (rho 0.313), swollen joint counts (rho 0.361), C-reactive protein (rho 0.389); all, padj = 0.001], age (rho 0.276, p < 0.001), and osteoarthritis (p = 0.022). Moreover, OST associated with a power Doppler US score (rho 0.442; p = 0.001) and a greyscale US score (rho 0.591; p < 0.001). In both groups males had significantly higher OST values than females and OST associated moderately weakly with body mass index (rho patients 0.316, rho controls 0.24; all, p < 0.001). CONCLUSION Patients with RA showed higher OST values in comparison to controls. Moreover, OST associated with clinical, US, and laboratory disease activity markers.
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Affiliation(s)
- Konstantinos Triantafyllias
- From the ACURA Rheumatology Center Rhineland-Palatinate, Bad Kreuznach; Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center; Internal Medicine I, Department of Gastroenterology, University Medical Center of Johannes Gutenberg University, Mainz, Germany. .,K. Triantafyllias, MD, ACURA Rheumatology Center Rhineland-Palatinate; C. Heller, Medical Student, Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center; M. de Blasi, Medical Informatics Engineer, ACURA Rheumatology Center Rhineland-Palatinate; P.R. Galle, MD, Professor, Internal Medicine I, Department of Gastroenterology, University Medical Center of the Johannes Gutenberg University; .,A. Schwarting, MD, Professor, ACURA Rheumatology Center Rhineland-Palatinate, and Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center.
| | - Caroline Heller
- From the ACURA Rheumatology Center Rhineland-Palatinate, Bad Kreuznach; Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center; Internal Medicine I, Department of Gastroenterology, University Medical Center of Johannes Gutenberg University, Mainz, Germany.,K. Triantafyllias, MD, ACURA Rheumatology Center Rhineland-Palatinate; C. Heller, Medical Student, Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center; M. de Blasi, Medical Informatics Engineer, ACURA Rheumatology Center Rhineland-Palatinate; P.R. Galle, MD, Professor, Internal Medicine I, Department of Gastroenterology, University Medical Center of the Johannes Gutenberg University.,A. Schwarting, MD, Professor, ACURA Rheumatology Center Rhineland-Palatinate, and Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center
| | - Michele de Blasi
- From the ACURA Rheumatology Center Rhineland-Palatinate, Bad Kreuznach; Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center; Internal Medicine I, Department of Gastroenterology, University Medical Center of Johannes Gutenberg University, Mainz, Germany.,K. Triantafyllias, MD, ACURA Rheumatology Center Rhineland-Palatinate; C. Heller, Medical Student, Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center; M. de Blasi, Medical Informatics Engineer, ACURA Rheumatology Center Rhineland-Palatinate; P.R. Galle, MD, Professor, Internal Medicine I, Department of Gastroenterology, University Medical Center of the Johannes Gutenberg University.,A. Schwarting, MD, Professor, ACURA Rheumatology Center Rhineland-Palatinate, and Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center
| | - Peter Robert Galle
- From the ACURA Rheumatology Center Rhineland-Palatinate, Bad Kreuznach; Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center; Internal Medicine I, Department of Gastroenterology, University Medical Center of Johannes Gutenberg University, Mainz, Germany.,K. Triantafyllias, MD, ACURA Rheumatology Center Rhineland-Palatinate; C. Heller, Medical Student, Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center; M. de Blasi, Medical Informatics Engineer, ACURA Rheumatology Center Rhineland-Palatinate; P.R. Galle, MD, Professor, Internal Medicine I, Department of Gastroenterology, University Medical Center of the Johannes Gutenberg University.,A. Schwarting, MD, Professor, ACURA Rheumatology Center Rhineland-Palatinate, and Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center
| | - Andreas Schwarting
- From the ACURA Rheumatology Center Rhineland-Palatinate, Bad Kreuznach; Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center; Internal Medicine I, Department of Gastroenterology, University Medical Center of Johannes Gutenberg University, Mainz, Germany.,K. Triantafyllias, MD, ACURA Rheumatology Center Rhineland-Palatinate; C. Heller, Medical Student, Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center; M. de Blasi, Medical Informatics Engineer, ACURA Rheumatology Center Rhineland-Palatinate; P.R. Galle, MD, Professor, Internal Medicine I, Department of Gastroenterology, University Medical Center of the Johannes Gutenberg University.,A. Schwarting, MD, Professor, ACURA Rheumatology Center Rhineland-Palatinate, and Internal Medicine I, Department of Rheumatology and Clinical Immunology, Johannes Gutenberg University Medical Center
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15
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van Helvoort EM, van Spil WE, Jansen MP, Welsing PMJ, Kloppenburg M, Loef M, Blanco FJ, Haugen IK, Berenbaum F, Bacardit J, Ladel CH, Loughlin J, Bay-Jensen AC, Mobasheri A, Larkin J, Boere J, Weinans HH, Lalande A, Marijnissen ACA, Lafeber FPJG. Cohort profile: The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (IMI-APPROACH) study: a 2-year, European, cohort study to describe, validate and predict phenotypes of osteoarthritis using clinical, imaging and biochemical markers. BMJ Open 2020; 10:e035101. [PMID: 32723735 PMCID: PMC7389775 DOI: 10.1136/bmjopen-2019-035101] [Citation(s) in RCA: 36] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/23/2023] Open
Abstract
PURPOSE The Applied Public-Private Research enabling OsteoArthritis Clinical Headway (APPROACH) consortium intends to prospectively describe in detail, preselected patients with knee osteoarthritis (OA), using conventional and novel clinical, imaging, and biochemical markers, to support OA drug development. PARTICIPANTS APPROACH is a prospective cohort study including 297 patients with tibiofemoral OA, according to the American College of Rheumatology classification criteria. Patients were (pre)selected from existing cohorts using machine learning models, developed on data from the CHECK cohort, to display a high likelihood of radiographic joint space width (JSW) loss and/or knee pain progression. FINDINGS TO DATE Selection appeared logistically feasible and baseline characteristics of the cohort demonstrated an OA population with more severe disease: age 66.5 (SD 7.1) vs 68.1 (7.7) years, min-JSW 2.5 (1.3) vs 2.1 (1.0) mm and Knee injury and Osteoarthritis Outcome Score pain 31.3 (19.7) vs 17.7 (14.6), except for age, all: p<0.001, for selected versus excluded patients, respectively. Based on the selection model, this cohort has a predicted higher chance of progression. FUTURE PLANS Patients will visit the hospital again at 6, 12 and 24 months for physical examination, pain and general health questionnaires, collection of blood and urine, MRI scans, radiographs of knees and hands, CT scan of the knee, low radiation whole-body CT, HandScan, motion analysis and performance-based tests.After two years, data will show whether those patients with the highest probabilities for progression experienced disease progression as compared to those wit lower probabilities (model validation) and whether phenotypes/endotypes can be identified and predicted to facilitate targeted drug therapy. TRIAL REGISTRATION NUMBER NCT03883568.
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Affiliation(s)
| | - Willem E van Spil
- Rheumatology and Clinical Immunology, UMC Utrecht, Utrecht, The Netherlands
| | - Mylène P Jansen
- Rheumatology and Clinical Immunology, UMC Utrecht, Utrecht, The Netherlands
| | - Paco M J Welsing
- Rheumatology and Clinical Immunology, UMC Utrecht, Utrecht, The Netherlands
| | - Margreet Kloppenburg
- Clinical Epidemiology, Leiden University Medical Center, Leiden, The Netherlands
- Rheumatology, Leiden Universitair Medisch Centrum, Leiden, The Netherlands
| | - Marieke Loef
- Rheumatology, Leiden Universitair Medisch Centrum, Leiden, The Netherlands
| | - Francisco J Blanco
- Servicio de Reumatologia, INIBIC-Hospital Universitario A Coruña, A Coruña, Spain
| | - Ida K Haugen
- Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | | | - Jaume Bacardit
- School of Computing Science, Newcastle University, Newcastle upon Tyne, Tyne and Wear, UK
| | | | - John Loughlin
- Musculoskeletal Research Group, Newcastle University, Newcastle upon Tyne, Tyne and Wear, UK
| | | | - Ali Mobasheri
- Regenarative Medicine, State Research Institute Center of Innovative Medicine, Vilnius, Lithuania
| | | | | | - Harrie H Weinans
- Rheumatology and Clinical Immunology, UMC Utrecht, Utrecht, The Netherlands
- Orthopaedics, Erasmus University Medical Center, Rotterdam, The Netherlands
| | - Agnes Lalande
- Institut de Recherches Internationales Servier, Suresnes, France
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16
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van der Leeuw MS, Welsing PMJ, de Hair MJH, Jacobs JWG, Marijnissen ACA, Linn-Rasker SP, Fodili F, Bos R, Tekstra J, van Laar JM. Effectiveness of TOcilizumab in comparison to Prednisone In Rheumatoid Arthritis patients with insufficient response to disease-modifying antirheumatic drugs (TOPIRA): study protocol for a pragmatic trial. Trials 2020; 21:313. [PMID: 32248829 PMCID: PMC7133012 DOI: 10.1186/s13063-020-04260-y] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 03/15/2020] [Indexed: 03/17/2023] Open
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.
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Affiliation(s)
| | - Paco M J Welsing
- University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Maria J H de Hair
- University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Johannes W G Jacobs
- University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Anne C A Marijnissen
- University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | | | - Faouzia Fodili
- Reumazorg Zuid West Nederland, Streuvelslaan 18, 4707 CH, Roosendaal, The Netherlands
| | - Reinhard Bos
- Medical Center Leeuwarden, Henri Dunantweg 2, 8934 AD, Leeuwarden, The Netherlands
| | - Janneke Tekstra
- University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
| | - Jacob M van Laar
- University Medical Center Utrecht, Heidelberglaan 100, 3584 CX, Utrecht, The Netherlands
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17
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Ioussoufovitch S, Morrison LB, Desjardins L, Hadway JA, Lawrence KS, Lee TY, Beier F, Diop M. Quantification of joint blood flow by dynamic contrast-enhanced near-infrared spectroscopy: application to monitoring disease activity in a rat model of rheumatoid arthritis. JOURNAL OF BIOMEDICAL OPTICS 2020; 25:1-10. [PMID: 31939225 PMCID: PMC6983648 DOI: 10.1117/1.jbo.25.1.015003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/08/2019] [Accepted: 12/06/2019] [Indexed: 05/11/2023]
Abstract
Significance Current guidelines for rheumatoid arthritis (RA) management recommend early treatment with disease modifying antirheumatic drugs (DMARDs). However, DMARD treatment fails in 30% of patients and current monitoring methods can only detect failure after 3 to 6 months of therapy. Aim We investigated whether joint blood flow (BF), quantified using dynamic contrast-enhanced time-resolved near-infrared spectroscopy, can monitor disease activity and treatment response in a rat model of RA. Approach Ankle joint BF was measured every 5 days in eight rats with adjuvant-induced arthritis (AIA) and four healthy controls. Arthritis was allowed to progress for 20 days before rats with AIA were treated with a DMARD once every 5 days until day 40. Results Time and group had separate significant main effects on joint BF; however, there was no significant interaction between time and group despite a notable difference in average joint BF on day 5. Comparison of individual blood flow measures between rats with AIA and control group animals did not reveal a clear response to treatment. Conclusions Joint BF time courses could not distinguish between rats with AIA and study controls. Heterogeneous disease response and low temporal frequency of BF measurements may have been important study limitations.
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Affiliation(s)
- Seva Ioussoufovitch
- Western University, Bone and Joint Institute, School of Biomedical Engineering, Faculty of Engineering, London, Ontario, Canada
| | - Laura B. Morrison
- Lawson Health Research Institute, Imaging Program, London, Ontario, Canada
| | - Lise Desjardins
- Lawson Health Research Institute, Imaging Program, London, Ontario, Canada
| | - Jennifer A. Hadway
- Lawson Health Research Institute, Imaging Program, London, Ontario, Canada
| | - Keith St. Lawrence
- Lawson Health Research Institute, Imaging Program, London, Ontario, Canada
- Western University, Schulich School of Medicine and Dentistry, Department of Medical Biophysics, London, Ontario, Canada
| | - Ting-Yim Lee
- Lawson Health Research Institute, Imaging Program, London, Ontario, Canada
- Western University, Schulich School of Medicine and Dentistry, Department of Medical Biophysics, London, Ontario, Canada
- Robarts Research Institute, Imaging Program, London, Ontario, Canada
| | - Frank Beier
- Western University, Schulich School of Medicine and Dentistry, Department of Physiology and Pharmacology, London, Ontario, Canada
| | - Mamadou Diop
- Western University, Bone and Joint Institute, School of Biomedical Engineering, Faculty of Engineering, London, Ontario, Canada
- Lawson Health Research Institute, Imaging Program, London, Ontario, Canada
- Western University, Schulich School of Medicine and Dentistry, Department of Medical Biophysics, London, Ontario, Canada
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18
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Go DJ, Lee SJ, Joo SH, Cheon GJ, Hong SH, Song YW. Potential clinical utility of a novel optical tomographic imaging for the quantitative assessment of hand rheumatoid arthritis. Rheumatol Int 2019; 39:2103-2110. [PMID: 31435753 DOI: 10.1007/s00296-019-04424-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2019] [Accepted: 08/10/2019] [Indexed: 11/30/2022]
Abstract
Optical tomographic imaging (OTI) was reported to be a novel technique for the early diagnosis and disease activity assessment of rheumatoid arthritis (RA). This study aimed to evaluate the clinical utility of OTI for the detection of hand synovitis of RA patients. Manu-scan was used to perform imaging targeting the proximal interphalangeal (PIP) and metacarpophalangeal (MCP) joints in 12 RA patients and three controls. The enrolled RA patients also underwent magnetic resonance imaging (MRI) and bone scintigraphy (BS) to provide reference images. Of the 181 joints feasible for OTI analysis, 140 joints (111 in RA patients and 29 in controls, 77.3%) in which the difference of the OTI indices in the two measurements was within 20% were evaluated. The OTI indices in RA joints were significantly lower than those in control joints (p < 0.001). Overall, the OTI indices in RA joints decreased as the synovitis grades on MRI or BS increased. Moreover, OTI was able to discriminate between RA and control joints (AUC = 0.815, 95% CI 0.739-0.891), even if RA joints were normal on physical examination (AUC = 0.714, 95% CI 0.594-0.834). OTI was in good agreement (kappa = 0.60) with MRI for evaluating synovitis in RA patients and showed positive results in 11.4% of clinically asymptomatic joints. OTI in this study showed the potential to be a supplementary imaging modality for the quantification of synovial inflammation in PIP and MCP joints of RA patients. Further large-scale trials are needed to confirm these findings.
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Affiliation(s)
- Dong Jin Go
- Division of Rheumatology, Department of Internal Medicine, Hallym University Kangnam Sacred Heart Hospital, Hallym University College of Medicine, Seoul, Korea.,Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, and College of Medicine, Medical Research Institute, Seoul National University, Seoul, Korea
| | - Sang Jin Lee
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, and College of Medicine, Medical Research Institute, Seoul National University, Seoul, Korea.,Department of Internal Medicine, School of Medicine, Kyungpook National University, Daegu, Korea
| | - Sang Hyun Joo
- Department of Internal Medicine, Bethesda Hospital, Yangsan, Korea
| | - Gi Jeong Cheon
- Department of Nuclear Medicine, Seoul National University Hospital, Seoul, Korea
| | - Sung Hwan Hong
- Department of Radiology, Seoul National University Hospital, Seoul, Korea
| | - Yeong Wook Song
- Department of Molecular Medicine and Biopharmaceutical Sciences, Graduate School of Convergence Science and Technology, and College of Medicine, Medical Research Institute, Seoul National University, Seoul, Korea. .,Division of Rheumatology, Department of Internal Medicine, Seoul National University Hospital, 101, Daehak-ro, Jongno-gu, Seoul, 03080, Korea.
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19
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Lighter D, Filer A, Dehghani H. Detecting inflammation in rheumatoid arthritis using Fourier transform analysis of dorsal optical transmission images from a pilot study. JOURNAL OF BIOMEDICAL OPTICS 2019; 24:1-12. [PMID: 31222990 PMCID: PMC6977034 DOI: 10.1117/1.jbo.24.6.066008] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/28/2019] [Accepted: 05/30/2019] [Indexed: 05/25/2023]
Abstract
A clinical need exists for low-cost and noninvasive imaging tools capable of detecting inflammation in the joints of inflammatory arthritis patients. Previous studies have reported an optical contrast between inflamed and noninflamed joints resulting from distinct absorption and scattering properties. Accurate classification using nonocclusion-based continuous wave, transillumination imaging was limited to patient-specific changes during follow-up examination as opposed to single time-point examination, which was attributed to high intersubject variability. In distinction from previous work, optical images were acquired from the dorsal side with illumination on the palmar side and features about the spatial distribution of transmitted light along the joint were assessed using a normalized Fourier transform method. Results using this approach demonstrated an area under receiver operator curve of up to 0.888 for detecting inflammation in a pilot study involving single time-point examination of 144 joints from 21 rheumatology patients. This workflow may enable future development of clinically viable, low-cost devices for assessing inflammation in arthritis patients, without the need for cuff occlusion or comparison to baseline.
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Affiliation(s)
- Daniel Lighter
- University of Birmingham, Sci-Phy-4-Health Centre for Doctoral Training, Birmingham, United Kingdom
| | - Andrew Filer
- University of Birmingham, Rheumatology, Institute of Inflammation and Ageing, College of Medical and Dental Sciences, Birmingham, United Kingdom
| | - Hamid Dehghani
- University of Birmingham, School of Computer Science, Birmingham, United Kingdom
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20
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Besselink NJ, Westgeest AAA, Klaasen R, Gamala M, van Woerkom JM, Tekstra J, Verhoeven MMA, Van Spil WE, Lafeber FPJG, Marijnissen ACA, Van Laar JM, Jacobs JWG. Novel optical spectral transmission (OST)-guided versus conventionally disease activity-guided treatment: study protocol of a randomized clinical trial on guidance of a treat-to-target strategy for early rheumatoid arthritis. Trials 2019; 20:226. [PMID: 30999969 PMCID: PMC6471780 DOI: 10.1186/s13063-019-3285-8] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/03/2018] [Accepted: 03/11/2019] [Indexed: 11/10/2022] Open
Abstract
Background Assessment of disease activity is a critical component of tight-control, treat-to-target treatment strategies of rheumatoid arthritis (RA). Recently, the HandScan has been validated as a novel method for objectively assessing RA disease activity in only 1.5 min, using optical spectral transmission (OST) in hands and wrists. We describe the protocol of a randomized controlled clinical trial (RCT) to investigate whether HandScan-guided treatment aimed at ‘HandScan remission’ (HandScan arm) is at least as effective as and more cost-effective than clinically guided treatment aimed at ACR/EULAR 2011 Boolean remission (DAS arm). Methods/design The study is a multi-center, double-blind, non-inferiority RCT of 18 months duration. Patients ≥ 18 years with newly diagnosed, disease-modifying antirheumatic drug (DMARD)-naïve RA according to the ACR 2010 classification criteria, will be randomized to the DAS arm or the HandScan arm. The efficacy of the arms will be compared by evaluating Health Assessment Questionnaire (HAQ) scores (primary outcome) after 18 months of DMARD therapy, aimed at remission. The equivalence margin in HAQ scores between study arms is 0.2. Secondary outcomes are differences in cost-effectiveness and radiographic joint damage between treatment arms. The non-inferiority sample size calculation to obtain a power of 80% at a one-sided p value of 0.05, with 10% dropouts, resulted in 61 patients per arm. In both arms, DMARD strategy will be intensified monthly according to predefined steps until remission is achieved; in both arms DMARDs and treatment steps are identical. If sustained remission, defined as remission that persists consistently over three consecutive months, is achieved, DMARD therapy will be tapered. Discussion The study protocol and the specifically designed decision-making software application allow for implementation of this RCT. To test a novel method of assessing disease activity and comparing (cost-)effectiveness with the contemporary method in treat-to-target DMARD strategies in early RA patients. Trial registration Dutch Trial Register, NTR6388. Registered on 6 April 2017 (NL50026.041.14). Protocol version 3.0, 19-01-2017. Electronic supplementary material The online version of this article (10.1186/s13063-019-3285-8) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- N J Besselink
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, G02.230, P.O. Box 85500, 3508GA, Utrecht, The Netherlands.
| | - A A A Westgeest
- Rheumatology, Máxima Medical Center, Eindhoven, The Netherlands
| | - R Klaasen
- Rheumatology, Meander Medical Center Amersfoort, Amersfoort, The Netherlands
| | - M Gamala
- Rheumatology, Noordwest Ziekenhuisgroep, Alkmaar, The Netherlands
| | - J M van Woerkom
- Rheumatology, Gelre Ziekenhuizen, Apeldoorn, The Netherlands
| | - J Tekstra
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, G02.230, P.O. Box 85500, 3508GA, Utrecht, The Netherlands
| | - M M A Verhoeven
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, G02.230, P.O. Box 85500, 3508GA, Utrecht, The Netherlands
| | - W E Van Spil
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, G02.230, P.O. Box 85500, 3508GA, Utrecht, The Netherlands
| | - F P J G Lafeber
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, G02.230, P.O. Box 85500, 3508GA, Utrecht, The Netherlands
| | - A C A Marijnissen
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, G02.230, P.O. Box 85500, 3508GA, Utrecht, The Netherlands
| | - J M Van Laar
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, G02.230, P.O. Box 85500, 3508GA, Utrecht, The Netherlands
| | - J W G Jacobs
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, G02.230, P.O. Box 85500, 3508GA, Utrecht, The Netherlands
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21
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Besselink NJ, van der Meijde P, Rensen WHJ, Meijer PBL, Marijnissen ACA, van Laar JM, Lafeber FPJG, Jacobs JWG. Optical spectral transmission to assess inflammation in hand and wrist joints of rheumatoid arthritis patients. Rheumatology (Oxford) 2018; 57:865-872. [DOI: 10.1093/rheumatology/kex531] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/07/2017] [Indexed: 12/29/2022] Open
Affiliation(s)
- Nick J Besselink
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | | | | | | | - Anne C A Marijnissen
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Jacob M van Laar
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Floris P J G Lafeber
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Johannes W G Jacobs
- Department of Rheumatology and Clinical Immunology, University Medical Center Utrecht, Utrecht, The Netherlands
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22
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van den Berg PJ, Daoudi K, Bernelot Moens HJ, Steenbergen W. Feasibility of photoacoustic/ultrasound imaging of synovitis in finger joints using a point-of-care system. PHOTOACOUSTICS 2017; 8:8-14. [PMID: 28913168 PMCID: PMC5587869 DOI: 10.1016/j.pacs.2017.08.002] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 03/29/2017] [Revised: 07/21/2017] [Accepted: 08/28/2017] [Indexed: 05/05/2023]
Abstract
We evaluate a portable ultrasound and photoacoustic imaging (PAI) system for the feasibility of a point-of-care assessment of clinically evident synovitis. Inflamed and non-inflamed proximal interphalangeal joints of 10 patients were examined and compared with joints from 7 healthy volunteers. PAI scans, ultrasound power Doppler (US-PD), and clinical examination were performed. We quantified the amount of photoacoustic (PA) signal using a region of interest (ROI) drawn over the hypertrophic joint space. PAI response was increased 4 to 10 fold when comparing inflamed with contralateral non-inflamed joints and with joints from healthy volunteers (p < 0.001 for both). US-PD and PAI were strongly correlated (Spearman's ρ = 0.64, with 95% CI: 0.42, 0.79). Hence, PAI using a compact handheld probe is capable of detecting clinically evident synovitis. This motivates further investigation into the predictive value of PAI, including multispectral PAI, with other established modalities such as US-PD or MRI.
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Affiliation(s)
- Pim J. van den Berg
- Biomedical Photonic Imaging, MIRA Institute for Biomedical Technology and Technical Medicine, University of Twente, PO Box 217, 7500 AE, Enschede, The Netherlands
| | - Khalid Daoudi
- Medical Ultrasound Imaging Center, department of Radiology, Radboud University Medical Center, PO Box 9101, 6500 HB Nijmegen, The Netherlands
| | - Hein J. Bernelot Moens
- Ziekenhuisgroep Twente, Department of Rheumatology, Postbus 546, 7550 AM Hengelo, The Netherlands
| | - Wiendelt Steenbergen
- Biomedical Photonic Imaging, MIRA Institute for Biomedical Technology and Technical Medicine, University of Twente, PO Box 217, 7500 AE, Enschede, The Netherlands
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23
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Rahimi H, Dieudonne G, Kheyfits V, Bouta EM, Wood RW, Barrett R, Moorehead S, Schwarz EM, Ritchlin CT. Relationship Between Lymph Node Volume and Pain Following Certolizumab Therapy for Rheumatoid Arthritis Flare: A Pilot Study. CLINICAL MEDICINE INSIGHTS-ARTHRITIS AND MUSCULOSKELETAL DISORDERS 2016; 9:203-208. [PMID: 28008295 PMCID: PMC5158121 DOI: 10.4137/cmamd.s40237] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/25/2016] [Revised: 09/25/2016] [Accepted: 09/25/2016] [Indexed: 12/13/2022]
Abstract
OBJECTIVES The mechanisms that trigger flare in rheumatoid arthritis (RA) are unknown. In murine arthritis models, dysfunctional lymph node (LN) drainage is associated with joint flare. To examine if LN alterations are associated with RA flare, we analyzed the change in LN volume via contrast-enhanced magnetic resonance imaging (CE-MRI) in patients with active joint flare at baseline and 16 weeks after certolizumab pegol (CZP) therapy. We also assessed the changes in popliteal or epitrochlear LN volumes versus the Rheumatoid and Arthritis Outcome Score (RAOS) (knee), or the Michigan Hand Questionnaire (MHQ; wrist/hand), and Disease Activity Score 28 (DAS28), at baseline and 16 weeks. RESULTS Total LN volume in 7 of 10 patients with measurable LN on CE-MRI significantly decreased 16 weeks after CZP therapy (mean decrease 37%; P = 0.0019). Improvement in knee pain measured by the RAOS (P = 0.03) inversely correlated with a decrease in total popliteal LN volume (R2 = 0.94). All patients demonstrated significant improvement in DAS28 (mean decrease 1.48; P = 0.0002). For flare in the hand, significant improvement in activities of daily living (ADL) as measured by the MHQ was observed (left hand mean improvement 20%; P = 0.02; right hand mean improvement 37%; P = 0.03). CONCLUSION RA patients with the smallest change in LN volume during anti-tumor necrosis factor (anti-TNF) therapy experienced the greatest pain relief in symptomatic knee joints. Moreover, the remarkably linear inverse correlation between LN volume and joint pain observed in this small clinical pilot provides initial evidence to support the concept that dynamic changes in draining LN volume are a biomarker of clinical response to therapy in RA.
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Affiliation(s)
- Homaira Rahimi
- Center for Musculoskeletal Research, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.; Department of Pediatrics, University of Rochester Medical Center, Rochester, NY, USA
| | - Gregory Dieudonne
- Department of Imaging Sciences, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Valeriy Kheyfits
- Department of Imaging Sciences, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Echoe M Bouta
- Center for Musculoskeletal Research, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.; Department of Biomedical Engineering, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.; Department of Orthopedics, University of Rochester Medical Center, Rochester, NY, USA
| | - Ronald W Wood
- Department of Obstetrics and Gynecology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.; Department of Urology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Rick Barrett
- Division of Allergy, Immunology, and Rheumatology, University of Rochester Medical Center, Rochester, NY, USA
| | - Sharon Moorehead
- Division of Allergy, Immunology, and Rheumatology, University of Rochester Medical Center, Rochester, NY, USA
| | - Edward M Schwarz
- Center for Musculoskeletal Research, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.; Department of Biomedical Engineering, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.; Department of Orthopedics, University of Rochester Medical Center, Rochester, NY, USA.; Department of Urology, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA
| | - Christopher T Ritchlin
- Center for Musculoskeletal Research, University of Rochester School of Medicine and Dentistry, Rochester, NY, USA.; Division of Allergy, Immunology, and Rheumatology, University of Rochester Medical Center, Rochester, NY, USA
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24
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D'Agostino MA, Haavardsholm EA, van der Laken CJ. Diagnosis and management of rheumatoid arthritis; What is the current role of established and new imaging techniques in clinical practice? Best Pract Res Clin Rheumatol 2016; 30:586-607. [PMID: 27931956 DOI: 10.1016/j.berh.2016.10.011] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2016] [Revised: 10/19/2016] [Indexed: 01/05/2023]
Abstract
Ultrasound and magnetic resonance imaging (MRI) have become established imaging techniques for the management of rheumatoid arthritis. Several publications have pointed out the advantages of these techniques for a more complete evaluation of the inflammation and structural damage at joint level. Recently new imaging techniques as the positron emission tomography (PET) associated with computed tomography (CT) or MRI scan, and the optical imaging have been introduced in the panorama. This article presents the advantages and limitations of each imaging techniques in light with the recent publications.
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Affiliation(s)
- Maria Antonietta D'Agostino
- Rheumatology Department, APHP, Hôpital Ambroise Paré, 92100, Boulogne-Billancourt, France; INSERM U1173, Laboratoire d'Excellence INFLAMEX, UFR Simone Veil, Versailles-Saint-Quentin University, 78180, Saint-Quentin en Yvelines, France.
| | - Espen A Haavardsholm
- Department of Rheumatology, Diakonhjemmet Hospital, Box 23 Vindern, 0319, Oslo, Norway
| | - Conny J van der Laken
- Department of Rheumatology, Amsterdam Rheumatology & Immunology Center - Location VU University Medical Center, Amsterdam, The Netherlands
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25
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Imaging of osteoarthritis (OA): What is new? Best Pract Res Clin Rheumatol 2016; 30:653-669. [PMID: 27931960 DOI: 10.1016/j.berh.2016.09.007] [Citation(s) in RCA: 22] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/22/2016] [Revised: 09/04/2016] [Accepted: 09/06/2016] [Indexed: 12/17/2022]
Abstract
In daily clinical practice, conventional radiography is still the most applied imaging technique to supplement clinical examination of patients with suspected osteoarthritis (OA); it may not always be needed for diagnosis. Modern imaging modalities can visualize multiple aspects of the joint, and depending on the diagnostic need, radiography may no longer be the modality of choice. Magnetic resonance imaging (MRI) provides a complete assessment of the joint and has a pivotal role in OA research. Computed tomography (CT) and nuclear medicine offer alternatives in research scenarios, while ultrasound can visualize bony and soft-tissue pathologies and is highly feasible in the clinic. In this chapter, we overview the recent literature on established and newer imaging modalities, summarizing their ability to detect and quantify the range of OA pathologies and determining how they may contribute to early OA diagnosis. This accurate imaging-based detection of pathologies will underpin true understanding of much needed structure-modifying therapies.
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26
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Witt M, Frielinghausen J, Mueller R, Mueller F, Proft F, Schulze-Koops H, Grunke M, Clevert DA. Evaluation of a Novel Semi-Automated Ultrasound System for the Detection of Synovitis: A Prospective Study involving 45 Patients with Rheumatoid Arthritis. Ultrasound Int Open 2016; 2:E117-E123. [PMID: 27921093 DOI: 10.1055/s-0042-115774] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2016] [Accepted: 08/04/2016] [Indexed: 10/21/2022] Open
Abstract
Background: Arthrosonography has proven to be more sensitive and reliable for the detection of synovitis than clinical examination, but a comprehensive examination of small joints is time-consuming. The automated breast volume scanner (ABVS) has been developed to allow automatic and reproducible series of consecutive B-mode pictures of the female breast. Objectives: To analyze the comparability of ABVS and conventional manual ultrasonography (mUS) for the detection of synovitis in hands and feet of patients with rheumatoid arthritis (RA). Methods: 45 patients with early and established active rheumatoid arthritis were recruited for this trial. All subjects were assessed clinically and by manual (Esaote MyLab70) and automated ultrasound (ACUSON S2000™ ABVS). The wrists, the metacarpophalangeal and proximal interphalangeal joints of the hands and the metatarsophalangeal joints of the feet were examined. Results: A total of 2 340 joint aspects were examined with both methods. ABVS detected 291 grade 1, 124 grade 2, 100 grade 3 cases of synovitis (515 in total) compared to 267, 180 and 145 cases of synovitis (592 in total) with mUS. 242 erosions and 52 cases of tenosynovitis were found by ABVS compared to 244 erosions and 99 cases of tenosynovitis found by mUS. Kappa coefficients for the agreement between both methods ranged from 0.51 in PIP joints to 0.71 in MCP joints. The correlations with clinical parameters as well as interrater agreements were comparable for both ultrasound methods. Conclusion: Based on the results, ABVS seems to be a promising technology for the comprehensive and time-saving assessment of synovitis in RA.
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Affiliation(s)
- M Witt
- Division of Rheumatology, Med. Klinik und Poliklinik IV, University of Munich, Munich, Germany
| | - J Frielinghausen
- Division of Rheumatology, Med. Klinik und Poliklinik IV, University of Munich, Munich, Germany
| | - R Mueller
- Division of Rheumatology, Kantonsspital St. Gallen, St. Gallen, Switzerland
| | - F Mueller
- Division of Rheumatology, Med. Klinik und Poliklinik IV, University of Munich, Munich, Germany
| | - F Proft
- Division of Rheumatology, Med. Klinik und Poliklinik IV, University of Munich, Munich, Germany
| | - H Schulze-Koops
- Division of Rheumatology, Med. Klinik und Poliklinik IV, University of Munich, Munich, Germany
| | - M Grunke
- Division of Rheumatology, Med. Klinik und Poliklinik IV, University of Munich, Munich, Germany
| | - D-A Clevert
- Department of Clinical Radiology, University of Munich, Munich, Germany
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27
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PASE and EARP questionnaires for the identification of enthesitis, synovitis, and tenosynovitis in patients with psoriasis. Clin Rheumatol 2016; 35:2463-8. [DOI: 10.1007/s10067-016-3392-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/04/2016] [Revised: 08/19/2016] [Accepted: 08/20/2016] [Indexed: 01/13/2023]
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28
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Nordberg LB, Lillegraven S, Lie E, Aga AB, Olsen IC, Hammer HB, Uhlig T, Jonsson MK, van der Heijde D, Kvien TK, Haavardsholm EA. Patients with seronegative RA have more inflammatory activity compared with patients with seropositive RA in an inception cohort of DMARD-naïve patients classified according to the 2010 ACR/EULAR criteria. Ann Rheum Dis 2016; 76:341-345. [PMID: 27094444 DOI: 10.1136/annrheumdis-2015-208873] [Citation(s) in RCA: 64] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2015] [Revised: 03/16/2016] [Accepted: 03/29/2016] [Indexed: 11/03/2022]
Abstract
OBJECTIVES To compare the presentation of seropositive and seronegative early rheumatoid arthritis (RA) in disease-modifying antirheumatic drug (DMARD)-naïve patients classified according to the 2010 American College of Rheumatology (ACR)/European League Against Rheumatism (EULAR) criteria. METHODS All patients had symptom duration from first swollen joint <2 years and were DMARD naïve with an indication for DMARD treatment. Patients were stratified as seropositive (positive rheumatoid factor (RF)+ and/or anticitrullinated peptide antibody (ACPA)+) or seronegative (RF- and ACPA-), and disease characteristics were compared between groups. RESULTS A total of 234 patients were included, and 36 (15.4%) were seronegative. Ultrasonography (US) scores for joints (median 55 vs 25, p<0.001) and tendons (median 3 vs 0, p<0.001), number of swollen joints (median 17 vs 8, p<0.001), disease activity score (DAS; mean 3.9 vs 3.4, p=0.03) and physician global assessment (mean 49.1 vs 38.9, p=0.006) were significantly higher in seronegative patients compared with seropositive. Total van der Heijde-modified Sharp score, Richie Articular Index and patient-reported outcome measures were similar between groups. CONCLUSIONS Seronegative patients had higher levels of inflammation, assessed both clinically and by US, than seropositive patients. These differences may reflect the high number of involved joints required for seronegative patients to fulfil the 2010 ACR/EULAR classification criteria for RA. TRIAL REGISTRATION NUMBER NCT01205854; Pre-results.
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Affiliation(s)
| | - Siri Lillegraven
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Elisabeth Lie
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | | | | | | | - Till Uhlig
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Maria Karolina Jonsson
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway.,Department of Rheumatology, Haukeland University Hospital, Bergen, Norway
| | - Désirée van der Heijde
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway.,Leiden University Medical Center, Leiden, Netherlands
| | - Tore K Kvien
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
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29
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Haugen IK, Hammer HB. A need for new imaging modality to detect inflammation in rheumatoid arthritis and osteoarthritis? Ann Rheum Dis 2015; 75:479-80. [PMID: 26698851 DOI: 10.1136/annrheumdis-2015-208661] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/25/2015] [Accepted: 11/30/2015] [Indexed: 11/03/2022]
Affiliation(s)
- Ida K Haugen
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Hilde B Hammer
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
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Krabbe S, Ammitzbøll-Danielsen M, Østergaard M, Giard MC, Terslev L. Sensitivity and specificity of optical spectral transmission imaging in detecting joint inflammation in rheumatoid arthritis. Ann Rheum Dis 2015; 75:632-3. [PMID: 26567179 DOI: 10.1136/annrheumdis-2015-208399] [Citation(s) in RCA: 7] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/12/2015] [Accepted: 10/26/2015] [Indexed: 12/18/2022]
Affiliation(s)
- Simon Krabbe
- Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Rigshospitalet-Glostrup, Glostrup, Denmark
| | - Mads Ammitzbøll-Danielsen
- Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Rigshospitalet-Glostrup, Glostrup, Denmark Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Mikkel Østergaard
- Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Rigshospitalet-Glostrup, Glostrup, Denmark Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Marie-Claude Giard
- Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Rigshospitalet-Glostrup, Glostrup, Denmark Rheumatology Department, Verdun Hospital, Montreal, Canada
| | - Lene Terslev
- Copenhagen Center for Arthritis Research (COPECARE), Center for Rheumatology and Spine Diseases, Rigshospitalet-Glostrup, Glostrup, Denmark
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