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Hao Y, Oon S, Nikpour M. Efficacy and safety of treat-to-target strategy studies in rheumatic diseases: A systematic review and meta-analysis. Semin Arthritis Rheum 2024; 67:152465. [PMID: 38796922 DOI: 10.1016/j.semarthrit.2024.152465] [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: 03/24/2024] [Revised: 05/06/2024] [Accepted: 05/08/2024] [Indexed: 05/29/2024]
Abstract
BACKGROUND The concept of treat-to-target (T2T), a treatment strategy in which treatment is directed to reach and maintain a defined goal such as remission or low disease activity (LDA), has been explored for several diseases including rheumatic diseases such as rheumatoid arthritis (RA). However, a comprehensive review of T2T in all rheumatic diseases has not recently been undertaken. OBJECTIVE To perform a systematic review and meta-analysis of the efficacy and safety of a T2T strategy in the management of adult patients with inflammatory rheumatic diseases. METHODS PUBMED, EMBASE and CINAHL were searched from January 1990 to December 2023 using key words related to a T2T strategy and rheumatic diseases; T2T strategy clinical trials or observational studies were included. Clinical, physical function and radiologic outcomes, cost-effectiveness, and adverse events (AEs) of the T2T strategies were investigated and a random-effect meta-analysis was conducted for the most commonly used outcomes in RA studies. RESULTS The search identified 7896 studies, of which 66 fit inclusion criteria, including 50 in RA, 3 in psoriatic arthritis (PsA), 1 in spondyloarthritis (SpA) and 12 in gout. For the studies comparing a T2T strategy with usual care (UC) in RA, 83.3% (20/24) showed a T2T strategy could achieve significantly better clinical outcomes, and the meta-analysis showed that patients treated with a T2T strategy were more likely to be in remission (pooled RR: 1.68 (1.47-1.92), p<0.001] and achieve DAS-28 response (pooled standardised mean difference (SMD): 0.47 (0.26-0.69), P<0.001] at 1 year than patients treated with UC. Sensitivity analyses showed that a T2T strategy with a predefined treatment protocol had better clinical efficacy than that without protocol. In terms of improving physical function and health-related quality of life (HRQoL), 11/19 (57.9%) studies found a T2T strategy was significantly more likely to achieve these than UC, with the meta-analysis for the mean change of HAQ score supporting this conclusion (pooled SMD: 1.48 (0.46-2.51), p=0.004). Five out of 9 studies (55.6%) demonstrated greater benefit regarding radiographic progression from a T2T strategy. In terms of cost-effectiveness and AEs, 2/2 studies found a T2T strategy was more cost-effective than UC and 8/8 studies showed no tendency for AEs to occur more often with a T2T strategy. For the studies in PsA and SpA, a T2T strategy was also demonstrated to be more effective than UC in clinical and functional benefits, but not in radiologic outcomes. All gout studies showed that sUA level could be controlled more effectively with a T2T strategy, and 2 studies revealed that the T2T strategy could inhibit erosion development or crystal deposition. CONCLUSIONS For patients with active RA, a T2T strategy has been shown in mulitple studies to increase the likelihood of achieving clinical response and improving HRQoL without increasing economic costs and AEs. Limited studies have shown clinical and functional benefits from T2T strategies in active PsA and SpA. A T2T strategy has also been found to improve clinical and radiologic outcomes in gout. T2T trials in other rheumatic diseases are lacking.
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Affiliation(s)
- Yanjie Hao
- The University of Melbourne at St Vincent's Hospital, 29 Regent Street, Fitzroy, VIC 3065, Australia
| | - Shereen Oon
- The University of Melbourne at St Vincent's Hospital, 29 Regent Street, Fitzroy, VIC 3065, Australia; Department of Rheumatology, St. Vincent's Hospital Melbourne, 35 Victoria Parade, Fitzroy, VIC 3065, Australia.
| | - Mandana Nikpour
- The University of Melbourne at St Vincent's Hospital, 29 Regent Street, Fitzroy, VIC 3065, Australia; Department of Rheumatology, St. Vincent's Hospital Melbourne, 35 Victoria Parade, Fitzroy, VIC 3065, Australia; Sydney MSK Research Flagship Centre, The University of Sydney School of Public Health, Room 132, Edward Ford Building, Fisher Road, University of Sydney, NSW 2006, Australia; Royal Prince Alfred Hospital Institute of Rheumatology and Orthopedics, 59 Missenden Rd, Camperdown NSW 2050, Australia.
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2
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ÇAPKIN E. Musculoskeletal ultrasonography in rheumatic diseases. Turk J Med Sci 2023; 53:1537-1551. [PMID: 38813491 PMCID: PMC10760546 DOI: 10.55730/1300-0144.5723] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 12/12/2023] [Accepted: 07/20/2023] [Indexed: 05/31/2024] Open
Abstract
Ultrasonography is an imaging technique based on sound waves used for the evaluation of soft tissues. Sound waves have been used for a long time in nonmedical fields, including military defense systems, radar systems, and detection of icebergs. Technological advances resulted in new techniques becoming available for medical imaging, including ultrasonography, magnetic resonance imaging, and computed tomography. Nowadays, the use of imaging has become a gold standard protocol in the diagnosis of many diseases, and recently developed diagnosis and therapy options provide more efficient treatment of rheumatic diseases. Thus, it has become possible to prevent structural damage and disability in patients with rheumatic disease. Musculoskeletal ultrasonography is becoming a preferred imaging technique for rheumatic diseases, as it has many advantages. Among its advantages are being inexpensive, being radiation-free, having a dynamic image capacity, helping to detect disease activity, and helping with early detection and diagnosis of structural damage. This review summarizes the use of ultrasonography in rheumatic diseases.
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Affiliation(s)
- Erhan ÇAPKIN
- Department of Physical Medicine and Rehabilitation, Faculty of Medicine, Karadeniz Technical University, Farabi Hospital, Trabzon,
Turkiye
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3
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Morales-Ivorra I, Narváez J, Gómez-Vaquero C, Moragues C, Nolla JM, Narváez JA, Marín-López MA. Assessment of inflammation in patients with rheumatoid arthritis using thermography and machine learning: a fast and automated technique. RMD Open 2022; 8:rmdopen-2022-002458. [PMID: 35840312 PMCID: PMC9295660 DOI: 10.1136/rmdopen-2022-002458] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2022] [Accepted: 06/30/2022] [Indexed: 11/28/2022] Open
Abstract
Objectives Sensitive detection of joint inflammation in rheumatoid arthritis (RA) is crucial to the success of the treat-to-target strategy. In this study, we characterise a novel machine learning-based computational method to automatically assess joint inflammation in RA using thermography of the hands, a fast and non-invasive imaging technique. Methods We recruited 595 patients with arthritis and osteoarthritis, as well as healthy subjects at two hospitals over 4 years. Machine learning was used to assess joint inflammation from the thermal images of the hands using ultrasound as the reference standard, obtaining a Thermographic Joint Inflammation Score (ThermoJIS). The machine learning model was trained and tuned using data from 449 participants with different types of arthritis, osteoarthritis or without rheumatic disease (development set). The performance of the method was evaluated based on 146 patients with RA (validation set) using Spearman’s rank correlation coefficient, area under the receiver-operating curve (AUROC), average precision, sensitivity, specificity, positive and negative predictive value and F1-score. Results ThermoJIS correlated moderately with ultrasound scores (grey-scale synovial hypertrophy=0.49, p<0.001; and power Doppler=0.51, p<0.001). The AUROC for ThermoJIS for detecting active synovitis was 0.78 (95% CI, 0.71 to 0.86; p<0.001). In patients with RA in clinical remission, ThermoJIS values were significantly higher when active synovitis was detected by ultrasound. Conclusions ThermoJIS was able to detect joint inflammation in patients with RA, even in those in clinical remission. These results open an opportunity to develop new tools for routine detection of joint inflammation.
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Affiliation(s)
| | - Javier Narváez
- Rheumatology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Spain
| | - Carmen Gómez-Vaquero
- Rheumatology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Spain
| | - Carmen Moragues
- Rheumatology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Spain
| | - Joan M Nolla
- Rheumatology Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Spain
| | - José A Narváez
- Radiodiagnosis Department, Hospital Universitari de Bellvitge, L'Hospitalet de Llobregat, Spain
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Silvagni E, Zandonella Callegher S, Mauric E, Chiricolo S, Schreiber N, Tullio A, Zabotti A, Scirè CA, Dejaco C, Sakellariou G. Musculoskeletal ultrasound for treating rheumatoid arthritis to target-a systematic literature review. Rheumatology (Oxford) 2022; 61:4590-4602. [PMID: 35512175 PMCID: PMC9707059 DOI: 10.1093/rheumatology/keac261] [Citation(s) in RCA: 11] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 04/13/2022] [Accepted: 04/15/2022] [Indexed: 01/10/2023] Open
Abstract
OBJECTIVE We aimed to systematically review the literature to retrieve evidence on the diagnostic and prognostic value of musculoskeletal ultrasound for a treat to target (T2T) approach in RA. METHODS Eight research questions were developed addressing the role of ultrasound (including different ultrasound scores and elementary lesions) for diagnosis, monitoring and prognosis of RA. PubMed and EMBASE were searched (2005-2020). Articles on RA and reporting data on musculoskeletal ultrasound were included and extracted according to the underlying questions, and risk of bias assessed according to the study design. RESULTS Out of 4632 records, 60 articles were included. Due to clinical heterogeneity, meta-analysis was not possible. Ultrasound better predicted disease relapses with respect to clinical examination in patients in remission, while both methods performed similarly in predicting response to therapy, achievement of remission and radiographic progression. Ultrasound was superior to clinical examination in diagnosing joint involvement using another imaging modality, such as magnetic resonance imaging, as reference. Limited ultrasound scores performed like more extensive evaluations for the detection of joint inflammation and for outcome prediction. Higher ultrasound scores of synovitis were linked to poor outcomes at all disease stages, but a specific cut-off distinguishing between low- and high-risk groups did not emerge. CONCLUSIONS These data confirm the pivotal role of ultrasound when evaluating synovial inflammation and when identifying RA patients at higher risk of relapse. Further research is needed to better define the role of ultrasound in a T2T management strategy in moderately-to-highly active RA.
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Affiliation(s)
| | | | - Eleonora Mauric
- Division of Rheumatology, IRCCS Policlinico San Matteo Foundation, University of Pavia, Pavia, PV, Italy
| | - Sofia Chiricolo
- Division of Rheumatology, IRCCS Policlinico San Matteo Foundation, University of Pavia, Pavia, PV, Italy
| | | | | | - Alen Zabotti
- Rheumatology Clinic, Department of Medical Area, Academic Hospital ‘Santa Maria della Misericordia’, Udine, UD
| | - Carlo Alberto Scirè
- Rheumatology Unit, School of Medicine and Surgery, University of Milano-Bicocca,Epidemiology Unit, Italian Society for Rheumatology, Milan
| | - Christian Dejaco
- Department of Rheumatology, Hospital of Brunico (SABES-ASDAA), Brunico, BZ,Department of Rheumatology, Medical University of Graz, Graz, Austria
| | - Garifallia Sakellariou
- Correspondence to: Garifallia Sakellariou, Istituti Clinici Scientifici Maugeri, University of Pavia, Via Maugeri, 10, 27100 Pavia, Italy.
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Liu F, Li W, Zhu J, Liu F, Fan W, Chen Z. Predictive role of ultrasound remission for progressive ultrasonography-detected structural damage in patients with rheumatoid arthritis. J Investig Med 2022; 70:391-395. [PMID: 34518320 DOI: 10.1136/jim-2021-001885] [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] [Accepted: 07/27/2021] [Indexed: 11/03/2022]
Abstract
Regarding the persistence of subclinical synovitis, the concept of ultrasound remission has been proposed in addition to clinical remission. However, there have been no studies that explored the different time points of ultrasound remission to predict non-progressive structural damage. Given this, the aim of our study is to explore whether early ultrasound remission in patients with rheumatoid arthritis (RA) has predictive value for non-progressive structural damage in the subsequent 12 months. Sixty-one patients with RA were prospectively studied. Synovial hypertrophy, power Doppler (PD) signal, and bone erosions of bilateral wrists, metacarpophalangeal joints I-V, and proximal interphalangeal joints II-III were assessed by ultrasonography at baseline and at 3, 6, and 12 months. Ultrasound remission was defined as no PD signal. Clinical remission was defined as Disease Activity Score in 28 Joints <2.6. Ultrasonography-detected joint damage progression was defined as increase in bone erosion score of ≥1 in the subsequent 12 months. Baseline ultrasonographic factors were not significantly correlated with progressive ultrasonography-detected joint damage in patients with RA at 12 months (all p>0.05). Ultrasound remission at 3 and 6 months was significantly correlated with non-progressive ultrasonography-detected structural damage at 12 months (p=0.006 and p=0.004), with relatively low sensitivity and high specificity. Clinical remission at 3 months was significantly correlated with non-progression of ultrasonography-detected structural damage at 12 months (p=0.029), with relatively low sensitivity and moderate specificity. Ultrasound remission at 3 and 6 months has high specificity in predicting non-progressive structural damage in patients with RA at 12 months; however, the sensitivity is limited.
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Affiliation(s)
- Feifei Liu
- Department of Ultrasound, Peking University People's Hospital, Beijing, China
| | - Wenxue Li
- Department of Ultrasound, Peking University People's Hospital, Beijing, China
| | - Jiaan Zhu
- Department of Ultrasound, Peking University People's Hospital, Beijing, China
| | - Fang Liu
- Department of Ultrasound, Peking University People's Hospital, Beijing, China
| | - Wenting Fan
- Department of Ultrasound, Peking University People's Hospital, Beijing, China
| | - Zheng Chen
- Department of Ultrasound, Peking University People's Hospital, Beijing, China
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6
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Yoshida M, Taniguchi Y, Yoshida T, Nishikawa H, Terada Y. Ultrasonography of auricular cartilage is a potential tool for diagnosing relapsing polychondritis and monitoring disease activity. Int J Rheum Dis 2022; 25:201-209. [PMID: 34866329 PMCID: PMC9299703 DOI: 10.1111/1756-185x.14256] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/23/2021] [Revised: 11/09/2021] [Accepted: 11/14/2021] [Indexed: 12/01/2022]
Abstract
AIM To assess the clinical utility of ultrasonography in the diagnosis and monitoring of disease activity in relapsing polychondritis (RP). METHODS Auricular and nasal chondritis of 6 patients with RP were assessed by ultrasonography before treatment initiation. Changes in the ultrasonographic and clinical findings and serum inflammatory markers were longitudinally assessed. Ultrasonography was also performed in 6 patients with repeat ear trauma, 6 patients with auricular cellulitis and 6 healthy controls for comparison among groups. RESULTS In all cases of RP, ultrasonographic findings before treatment revealed low-echoic swollen auricular and nasal cartilage and perichondral soft-tissue with increased power Doppler signals (PDS) corresponding to biopsy findings. After 2-month treatment with prednisolone (PSL) combined with methotrexate, clinical and serum inflammatory markers were completely resolved. Although swollen perichondral soft-tissue, cartilage and PDS on auricular ultrasonography were also significantly improved, PDS remained in 2 of 6 cases, which showed flare early after tapering PSL. Finally, ultrasonographic findings of RP were substantially differentiated between patients with repeat trauma and cellulitis and healthy controls based on the thickness of soft tissue around the cartilage, PDS and subperichondral serous effusion. CONCLUSION Assessment of RP lesions by ultrasonography is useful for the evaluation of cartilaginous lesions and monitoring of disease activity, especially when considering the treatment response and the timing of drug tapering.
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Affiliation(s)
- Mitsuharu Yoshida
- Department of Endocrinology, Metabolism, Nephrology and RheumatologyKochi Medical School HospitalKochi UniversityNankokuJapan
| | - Yoshinori Taniguchi
- Department of Endocrinology, Metabolism, Nephrology and RheumatologyKochi Medical School HospitalKochi UniversityNankokuJapan
| | | | - Hirofumi Nishikawa
- Department of Endocrinology, Metabolism, Nephrology and RheumatologyKochi Medical School HospitalKochi UniversityNankokuJapan
| | - Yoshio Terada
- Department of Endocrinology, Metabolism, Nephrology and RheumatologyKochi Medical School HospitalKochi UniversityNankokuJapan
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Vega-Fernandez P, Ting TV, Pratt L, Bacha CM, Oberle EJ. Ultrasonography in Pediatric Rheumatology. Rheum Dis Clin North Am 2021; 48:217-231. [PMID: 34798948 DOI: 10.1016/j.rdc.2021.09.009] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022]
Abstract
This review highlights the increasing evidence from the last few years supporting the use of musculoskeletal ultrasonography (MSUS) in the evaluation and management of patients with pediatric rheumatic diseases, particularly focusing on juvenile idiopathic arthritis. Recently developed definitions for the sonographic appearance of healthy and pathologic joints in children are discussed. Further topics explored include how MSUS enhances the diagnosis of inflammatory joint disease (synovitis, enthesitis, tenosynovitis), including the detection of subclinical synovitis. There is a brief summary on the use of ultrasonography in the evaluations of myositis, Sjögren syndrome, and scleroderma.
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Affiliation(s)
- Patricia Vega-Fernandez
- Department of Pediatrics, Division of Rheumatology, University of Cincinnati, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue MLC 4010, Cincinnati, OH 45229, USA
| | - Tracy V Ting
- Department of Pediatrics, Division of Rheumatology, University of Cincinnati, Cincinnati Children's Hospital Medical Center, 3333 Burnet Avenue MLC 4010, Cincinnati, OH 45229, USA
| | - Laura Pratt
- University of Nebraska Medical Center, 985520 Nebraska Medical Center, Omaha, NE 68198-5520, USA
| | - Christine M Bacha
- Division of Rheumatology, Nationwide Children's Hospital, 700 Children's Drive, ED 3013, Columbus, OH 43205, USA
| | - Edward J Oberle
- University of Nebraska Medical Center, 985520 Nebraska Medical Center, Omaha, NE 68198-5520, USA.
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Su J, Han X, Yang F, Song Y, Lei H, Wang X, Fan X, Li Y. Application of Automated Hand Ultrasound Scanning and a Simplified Three-Joint Scoring System for Assessment of Rheumatoid Arthritis Activity. ULTRASOUND IN MEDICINE & BIOLOGY 2021; 47:2860-2868. [PMID: 34315618 DOI: 10.1016/j.ultrasmedbio.2021.06.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/10/2020] [Revised: 05/30/2021] [Accepted: 06/16/2021] [Indexed: 06/13/2023]
Abstract
Ultrasound can be used to objectively diagnose and evaluate disease activity in patients with rheumatoid arthritis (RA). We aimed to determine the value of a new automated hand ultrasound (AHUS) scanning device and a simplified 3-joint ultrasound scoring system (US3) in detecting synovitis in RA. We compared AHUS and traditional ultrasound (US) scanning in detecting synovial hyperplasia (SH), joint effusion, bone erosion and power Doppler (PD) synovitis in 49 patients. In addition, we compared the value of US3 (in which 3 proximal interphalangeal [PIP] and/or metacarpophalangeal [MCP] joints with the highest scores for swelling and tenderness were evaluated) with the 22-joint ultrasound scoring system (US22) in 26 patients. Almost perfect κ coefficients (0.86-0.937) were obtained between AHUS and traditional US in detecting SH, joint effusion, bone erosion and PD synovitis (p < 0.001). The intra-class correlation coefficient (ICC) between AHUS and traditional US was 0.955-0.995. Of the US3 findings in AHUS, SH synovitis and PD synovitis were positively correlated with DAS28-CRP (adjusted R2 = 0.421, p < 0.0001; adjusted R2 = 0.365, p < 0.0001). US3 was highly correlated with US22 in detecting SH and PD synovitis (R = 0.792, p < 0.01; R = 0.948, p < 0.01). Compared with US22, a more significant correlation was identified between US3 scores and most clinical and laboratory values. In conclusion, AHUS performed comparably to traditional US in detecting synovitis in RA, and US3 was highly consistent with US22 in assessing synovitis and was positively correlated with RA disease activity.
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Affiliation(s)
- Jianling Su
- Department of Rheumatology and Immunology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xiaodong Han
- Global Research Center, General Electric, Shanghai, China
| | - Fan Yang
- Department of Rheumatology and Immunology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yan Song
- Department of Rheumatology and Immunology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Hongwei Lei
- Department of Rheumatology and Immunology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xiaoxue Wang
- Department of Rheumatology and Immunology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Xuemei Fan
- Department of Rheumatology and Immunology, Second Affiliated Hospital of Harbin Medical University, Harbin, China
| | - Yang Li
- Department of Rheumatology and Immunology, Second Affiliated Hospital of Harbin Medical University, Harbin, China.
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Terslev L, Ostergaard M. Rheumatoid Arthritis Relapse and Remission - Advancing Our Predictive Capability Using Modern Imaging. J Inflamm Res 2021; 14:2547-2555. [PMID: 34163211 PMCID: PMC8215903 DOI: 10.2147/jir.s284405] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2021] [Accepted: 05/27/2021] [Indexed: 01/18/2023] Open
Abstract
Clinical remission has become an achievable target for the majority of patients with rheumatoid arthritis, but subclinical inflammation as assessed by ultrasound and magnetic resonance imaging (MRI) has been demonstrated to be frequent in patients in clinical remission. Subclinical synovitis has been shown to be linked to both subsequent structural damage progression and a risk of flare, demonstrating that subclinical synovitis represents incomplete suppression of inflammation and questions whether it is appropriate only to use clinical composite scores as treatment target in clinical practice. Maintaining a state of remission has proven important as sustained clinical remission impacts long-term outcome regarding joint damage progression, physical function and quality of life. Treating subclinical inflammation has been attempted and has led to more frequent strict clinical remission and better physical function, but also to more adverse events. Thus, an overall benefit of incorporating imaging goals in treat-to-target strategies has not been documented. However, in patients in clinical remission on biological disease-modifying anti-rheumatic drugs, both ultrasound and MRI may aid in the clinical decision regarding whether drug tapering or even discontinuation should be attempted.
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Affiliation(s)
- Lene Terslev
- Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
| | - Mikkel Ostergaard
- Copenhagen Center for Arthritis Research, Center for Rheumatology and Spine Diseases, Glostrup, Denmark
- Department of Clinical Medicine, University of Copenhagen, Copenhagen, Denmark
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Hèctor C, Millan AM, Diaz-Torne C. Rheumatoid Arthritis: Defining Clinical and Ultrasound Deep Remission. Mediterr J Rheumatol 2021; 31:384-388. [PMID: 33521569 PMCID: PMC7841096 DOI: 10.31138/mjr.31.4.384] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/29/2020] [Revised: 10/05/2020] [Accepted: 10/13/2020] [Indexed: 11/04/2022] Open
Abstract
The prognosis of patients with rheumatoid arthritis (RA) has improved substantially in the last two decades due to the appearance of biological therapies, but above all, due to the improvement in the strategy and management of the disease. Our goal in RA should be to achieve remission, or in its absence, the lowest inflammatory activity. Achieving remission will prevent from structural and functional damage highly associated with RA itself. Clinical remission is defined as the absence of significant signs and symptoms of inflammatory disease activity, as well as the abrogation of any signs of systemic inflammation. Currently, there are some controversies about remission. Which is the real remission? Which remission criteria should be used and when? Does clinical remission mean ultrasound remission? In the present review, we try to answer and put some light into it, focusing on clinical and ultrasound deep remission.
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Affiliation(s)
- Corominas Hèctor
- Arthritis Unit, Rheumatology and Autoimmune Diseases Department, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Ana Milena Millan
- Arthritis Unit, Rheumatology and Autoimmune Diseases Department, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
| | - Cesar Diaz-Torne
- Arthritis Unit, Rheumatology and Autoimmune Diseases Department, Hospital Universitari de la Santa Creu i Sant Pau, Barcelona, Spain
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Ramírez J, Inciarte-Mundo J, Cuervo A, Celis R, Ruiz-Esquide V, Castellanos-Moreira R, Ponce A, Gómez-Puerta JA, Sanmartí R, Cañete JD. Comparable long-term outcomes between DAS28-ESR remission criteria and ACR/EULAR definitions in patients with established rheumatoid arthritis. Clin Rheumatol 2021; 40:2665-2672. [PMID: 33506371 DOI: 10.1007/s10067-021-05603-z] [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: 11/26/2020] [Revised: 12/15/2020] [Accepted: 01/20/2021] [Indexed: 11/27/2022]
Abstract
OBJECTIVE To compare long-term clinical, immunological, and radiographic outcomes between five sets of remission criteria (four clinical and one ultrasound (US)-based) in a cohort of RA patients in a clinical care setting. METHODS RA patients in remission (DAS28-ESR <2.6) were selected. Hand US assessments were made, and serum levels of inflammation/angiogenesis biomarkers were determined at baseline. Changes in baseline treatment and radiographic progression, defined as the variation in the modified Sharp van der Heijde score (mSHS) at 5 years, were analyzed. Five concepts were used to define remission: DAS28-ESR<2.6, SDAI<3.3, CDAI<2.8, Boolean criteria and Power Doppler score (PD)=0. RESULTS Eighty-seven patients with DAS28-ESR<2.6 were included. One-third fulfilled SDAI (33.3%), CDAI (31%), and Boolean (35.6%) remission criteria, and 25.3% had no PD signal in the US evaluation. 26 patients (29.9%) changed therapy, ranging from 13.6% (PD remission) to 33.3% (CDAI remission) (p=0.11). Serum levels of ANG (p=0.015) and TNFa (p=0.025) were significantly lower in patients with Boolean remission, whereas IL-18 levels were significantly lower in those with PD remission (p=0.049). Patients without PD in the US assessment had significantly-lower mSHS erosion progression (p=0.014) at 5 years. CONCLUSIONS Patients with established RA in DAS28-ESR remission had comparable clinical and radiographic outcomes in SDAI, CDAI, and Boolean definitions in a clinical care setting. US remission remained the closest to structural damage abrogation. Key Points • This study provides real world data on long-term outcomes of five clinical and imaging remission criteria in rheumatoid arthritis. • DAS28-ESR remission criteria had comparable radiographic progression and clinical prognosis than more stringent criteria in clinical practice. • US-based remission was closest to structural damage abolishment.
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Affiliation(s)
- Julio Ramírez
- Arthritis Unit, Rheumatology Department, Hospital Clínic and IDIBAPS, Villarroel, 170, 08036, Barcelona, Spain.
| | - José Inciarte-Mundo
- Arthritis Unit, Rheumatology Department, Hospital Clínic and IDIBAPS, Villarroel, 170, 08036, Barcelona, Spain
| | - Andrea Cuervo
- Arthritis Unit, Rheumatology Department, Hospital Clínic and IDIBAPS, Villarroel, 170, 08036, Barcelona, Spain
| | - Raquel Celis
- Arthritis Unit, Rheumatology Department, Hospital Clínic and IDIBAPS, Villarroel, 170, 08036, Barcelona, Spain
| | - Virginia Ruiz-Esquide
- Arthritis Unit, Rheumatology Department, Hospital Clínic and IDIBAPS, Villarroel, 170, 08036, Barcelona, Spain
| | - Raul Castellanos-Moreira
- Arthritis Unit, Rheumatology Department, Hospital Clínic and IDIBAPS, Villarroel, 170, 08036, Barcelona, Spain
| | - Andrés Ponce
- Arthritis Unit, Rheumatology Department, Hospital Clínic and IDIBAPS, Villarroel, 170, 08036, Barcelona, Spain
| | - José A Gómez-Puerta
- Arthritis Unit, Rheumatology Department, Hospital Clínic and IDIBAPS, Villarroel, 170, 08036, Barcelona, Spain
| | - Raimon Sanmartí
- Arthritis Unit, Rheumatology Department, Hospital Clínic and IDIBAPS, Villarroel, 170, 08036, Barcelona, Spain
| | - Juan D Cañete
- Arthritis Unit, Rheumatology Department, Hospital Clínic and IDIBAPS, Villarroel, 170, 08036, Barcelona, Spain
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Batko B, Korkosz M, Juś A, Wiland P. Management of rheumatoid arthritis in Poland - where daily practice might not always meet evidence-based guidelines. Arch Med Sci 2021; 17:1286-1293. [PMID: 34522257 PMCID: PMC8425259 DOI: 10.5114/aoms.2019.84092] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/11/2019] [Accepted: 03/25/2019] [Indexed: 11/30/2022] Open
Abstract
INTRODUCTION International recommendations are intended to help rheumatologists in the effective management of rheumatoid arthritis (RA) through an evidence-based approach. This research aimed to evaluate management patterns and associated difficulties encountered by rheumatologists in daily practice. MATERIAL AND METHODS Interviewers recruited 101 Polish rheumatologists in a random quota-based, nationwide sample of outpatient clinics. Quantitative data were input online using a computer-assisted web interview tool. RESULTS Disease-modifying antirheumatic drugs (DMARDs) are not initiated at the time of diagnosis in 15% of RA patients, most often due to difficulties in patient-provider communication. The RA activity is assessed every 4 to 6 months by 30% of rheumatologists, and 64% of patients are reported to never achieve remission. Composite indices are the most reliable indicators of remission only for 38% of responders. Despite inadequate disease control with ≥ 2 treatment schedules with synthetic DMARDs, 34% of these patients are not considered for biological DMARDs (bDMARDs). Contraindications and reimbursement barriers are the most frequently stated reasons. Therapy with glucocorticoid (GC) lasting over 3 months is reported by 70% of rheumatologists. International recommendations are stated as the most common basis for treatment decisions. CONCLUSIONS Awareness of recommendations is not sufficient to ensure their application in clinical practice. Inadequate management of RA is quite prevalent, with a substantial contribution of non-medical factors. Daily practice mainly deviates from guidelines regarding frequency and mode of monitoring measures, time to DMARD initiation, and duration of GC treatment. Education programs and policy changes may significantly narrow the gap between evidence and practice.
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Affiliation(s)
- Bogdan Batko
- Department of Rheumatology, J. Dietl Specialist Hospital, Krakow, Poland
| | - Mariusz Korkosz
- Department of Rheumatology, Jagiellonian University Medical College, Krakow, Poland
| | - Anna Juś
- Medical Department, Roche Polska Sp. z o.o., Warsaw, Poland
| | - Piotr Wiland
- Department of Rheumatology and Internal Medicine, Wroclaw Medical University, Wroclaw, Poland
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Duquenne L, Chowdhury R, Mankia K, Emery P. The Role of Ultrasound Across the Inflammatory Arthritis Continuum: Focus on "At-Risk" Individuals. Front Med (Lausanne) 2020; 7:587827. [PMID: 33195348 PMCID: PMC7662561 DOI: 10.3389/fmed.2020.587827] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2020] [Accepted: 10/12/2020] [Indexed: 02/04/2023] Open
Abstract
In individuals at-risk of developing inflammatory arthritis, the value of an ultrasound (US) scan assessment to predict progression has been demonstrated repeatedly. However, depending on recruitment criteria, these individuals may be at different stages in the arthritis development continuum, therefore representing a heterogeneous population. As a consequence, the predictive value of ultrasound results may differ between cohorts. As other reviews have focused on the challenges in population recruitment or have combined biomarkers predicting value according to one recruitment pathway, we wanted to focus on the sole use of ultrasound assessment and its variation according to population recruitment criteria. In this review, we discuss the use of ultrasound in the different at-risk populations across the inflammatory arthritis disease continuum. This review demonstrates that although some sub-population data is scarce, ultrasound is best predictive in three at-risk populations: those with a positive ACPA test in the context of non-specific MSK symptoms, those with clinically suspect arthralgia and those with palindromic rheumatism. We consider that ultrasound assessment will be a cornerstone in prediction risk modeling and prevention studies of the preclinical phases of IA in the future.
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Affiliation(s)
- Laurence Duquenne
- Leeds Biomedical Research Centre—NIHR, Leeds, United Kingdom
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, United Kingdom
| | | | - Kulveer Mankia
- Leeds Biomedical Research Centre—NIHR, Leeds, United Kingdom
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, United Kingdom
| | - Paul Emery
- Leeds Biomedical Research Centre—NIHR, Leeds, United Kingdom
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, United Kingdom
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14
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Christensen ABH, Just SA, Andersen JKH, Savarimuthu TR. Applying cascaded convolutional neural network design further enhances automatic scoring of arthritis disease activity on ultrasound images from rheumatoid arthritis patients. Ann Rheum Dis 2020; 79:1189-1193. [PMID: 32503859 DOI: 10.1136/annrheumdis-2019-216636] [Citation(s) in RCA: 17] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/12/2019] [Revised: 05/19/2020] [Accepted: 05/20/2020] [Indexed: 12/28/2022]
Abstract
OBJECTIVES We have previously shown that neural network technology can be used for scoring arthritis disease activity in ultrasound images from rheumatoid arthritis (RA) patients, giving scores according to the EULAR-OMERACT grading system. We have now further developed the architecture of this neural network and can here present a new idea applying cascaded convolutional neural network (CNN) design with even better results. We evaluate the generalisability of this method on unseen data, comparing the CNN with an expert rheumatologist. METHODS The images were graded by an expert rheumatologist according to the EULAR-OMERACT synovitis scoring system. CNNs were systematically trained to find the best configuration. The algorithms were evaluated on a separate test data set and compared with the gradings of an expert rheumatologist on a per-joint basis using a Kappa statistic, and on a per-patient basis using a Wilcoxon signed-rank test. RESULTS With 1678 images available for training and 322 images for testing the model, it achieved an overall four-class accuracy of 83.9%. On a per-patient level, there was no significant difference between the classifications of the model and of a human expert (p=0.85). Our original CNN had a four-class accuracy of 75.0%. CONCLUSIONS Using a new network architecture we have further enhanced the algorithm and have shown strong agreement with an expert rheumatologist on a per-joint basis and on a per-patient basis. This emphasises the potential of using CNNs with this architecture as a strong assistive tool for the objective assessment of disease activity of RA patients.
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15
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The changing role of ultrasonography examination in patients with rheumatoid arthritis in light of recent studies. Reumatologia 2020; 58:155-161. [PMID: 32684648 PMCID: PMC7362270 DOI: 10.5114/reum.2020.96676] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2020] [Accepted: 06/02/2020] [Indexed: 11/23/2022] Open
Abstract
For many years, ultrasonography (US) has been a widely accepted modality used for joint assessment in patients with rheumatoid arthritis (RA). Given the efficacy of present day therapies, there is scepticism whether it is required in the first place. The most recent clinical Targeting synovitis in Early Rheumatoid Arthritis (TaSER) and Clinical Tight Control Therapy (ARCTIC) trials’ results appear to contradict it, yet this does not necessarily mean ultrasound has no place in modern rheumatology. The possibility of detecting inflammation at a subclinical level carries a tremendous predictive value, enabling identification of patients likely to experience an exacerbation in the coming months. Therefore, US should be a part of the decision-making process regarding treatment modification or introduction of any additional interventions, such as glucocorticosteroid injections. The results of the most recent clinical trials do not negate the usefulness of US, but merely suggest that it ought to be used in moderation.
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Treat-to-target strategies aiming at additional ultrasound remission is associated with better control of disease activity and less flare in rheumatoid arthritis. Clin Rheumatol 2020; 40:113-121. [PMID: 32514681 DOI: 10.1007/s10067-020-05186-1] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2019] [Revised: 04/25/2020] [Accepted: 05/19/2020] [Indexed: 12/31/2022]
Abstract
INTRODUCTION Treat-to-target (T2T) strategy has greatly improved the prognosis of rheumatoid arthritis (RA). However, the additional benefit of targeting ultrasound (US) remission in addition to clinical remission has been debated. METHODS RA patients in clinical remission or low disease activity were enrolled. They were assorted into two groups according to the principle of T2T strategy adopted. In clinical group, treatment decision was made with the aim of maintaining DAS28(ESR) ≤ 3.2 only, while in clinical US group, the aim was to attain total power Doppler (PD) US score = 0 in addition to DAS28(ESR) ≤ 3.2. The time-averaged DAS28, flare, and changes of treatment strategy were compared. RESULTS One hundred ninety-four patients completed 1-year follow-up, with 100 in clinical US and 94 in clinical group. Compared to clinical group, time-averaged DAS28 in clinical US group was significantly lower (1.89 ± 0.51 vs. 2.33 ± 0.71, P < 0.01) with less flare (20.0% vs. 36.2%, P < 0.05). Furthermore, at the end of 1 year, significantly more patients successfully achieved step-down therapy (66.0% vs. 44.7%, P < 0.01) and dramatically fewer patients with step-up therapy in the clinical US group (13.0% vs. 25.5%, P < 0.05) compared to clinical group. In clinical US group, baseline DAS28(ESR) > 2.29, presence of subclinical synovitis, and step-down strategy were independent risk factors for relapse after clinical remission or low disease activity was achieved. CONCLUSIONS An US-driven T2T in addition to current clinical remission strategy is associated with better control of the disease activity, reduction of relapse, as well as long-term step-down therapy. Step-down strategy should be carefully applied to the patients with baseline DAS28(ESR) over 2.29 and presence of subclinical synovitis even after they have achieved clinical remission or low disease activity. Key Points • Targeting ultrasound remission in addition to current T2T strategy is associated with a better control of RA. • Step-down strategy should be cautiously considered in those with DAS28(ESR) > 2.29 and baseline subclinical synovitis after they have achieved clinical remission or low disease activity.
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Lillegraven S, Haavardsholm EA. Subclinical Treatment Targets in Rheumatology: Lessons from Randomized Clinical Trials in Rheumatoid Arthritis. Rheum Dis Clin North Am 2020; 45:593-604. [PMID: 31564299 DOI: 10.1016/j.rdc.2019.07.007] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
In treat-to-target strategies, choosing the correct target is fundamental to success. The target should be associated with future good outcomes for the patient. Most rheumatic diseases are characterized by inflammation, affecting different tissues depending on the condition. Low-grade, subclinical inflammation is by definition not apparent on clinical examination, but may have significant long-term consequences for the individual. It has thus been debated whether targeting subclinical inflammation would improve long-term outcomes in rheumatoid arthritis. The authors use rheumatoid arthritis as an example to describe and discuss the status of subclinical targets in treat-to-target strategies within rheumatology.
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Affiliation(s)
- Siri Lillegraven
- Department of Rheumatology, Diakonhjemmet Hospital, PO Box 23 Vinderen, N-0319 Oslo, Norway
| | - Espen A Haavardsholm
- Department of Rheumatology, Diakonhjemmet Hospital, PO Box 23 Vinderen, N-0319 Oslo, Norway; Department of Health Management and Health Economics, Faculty of Medicine, University of Oslo, Oslo, Norway.
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18
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Mandl P, Aletaha D. The role of ultrasound and magnetic resonance imaging for treat to target in rheumatoid arthritis and psoriatic arthritis. Rheumatology (Oxford) 2020; 58:2091-2098. [PMID: 31518423 DOI: 10.1093/rheumatology/kez397] [Citation(s) in RCA: 13] [Impact Index Per Article: 2.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/20/2019] [Revised: 08/04/2019] [Accepted: 08/07/2019] [Indexed: 01/04/2023] Open
Abstract
The treat-to-target (T2T) approach has revolutionized the way we treat patients with rheumatic and musculoskeletal diseases. Recent attention has focused on imaging techniques, in particular musculoskeletal ultrasound and MRI as a focus for T2T strategies. Recently, a number of randomized clinical trials have been performed that compared tight clinical control vs control augmented by imaging techniques. While the three published trials have concluded that imaging does not add to tight clinical care, implementing imaging into the T2T strategy has actual advantages, such as the detection of subclinical involvement, and information on joint involvement/pathology and may possess potential advantages as evidenced by certain secondary endpoints. This review examines the findings of these studies and discusses the advantages and disadvantages of incorporating imaging into the T2T strategy.
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Affiliation(s)
- Peter Mandl
- Division of Rheumatology, Medical University of Vienna, Vienna, Austria
| | - Daniel Aletaha
- Division of Rheumatology, Medical University of Vienna, Vienna, Austria
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19
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Studenic P, Felson D, de Wit M, Alasti F, Stamm TA, Smolen JS, Aletaha D. Testing different thresholds for patient global assessment in defining remission for rheumatoid arthritis: are the current ACR/EULAR Boolean criteria optimal? Ann Rheum Dis 2020; 79:445-452. [PMID: 32024651 PMCID: PMC10564460 DOI: 10.1136/annrheumdis-2019-216529] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/23/2019] [Revised: 12/21/2019] [Accepted: 01/22/2020] [Indexed: 12/21/2022]
Abstract
OBJECTIVES This study aimed to evaluate different patient global assessment (PGA) cut-offs required in the American College of Rheumatology/European League Against Rheumatism (ACR/EULAR) Boolean remission definition for their utility in rheumatoid arthritis (RA). METHODS We used data from six randomised controlled trials in early and established RA. We increased the threshold for the 0-10 score for PGA gradually from 1 to 3 in steps of 0.5 (Boolean1.5 to Boolean3.0) and omitted PGA completely (BooleanX) at 6 and 12 months. Agreement with the index-based (Simplified Disease Activity Index (SDAI)) remission definition was analysed using kappa, recursive partitioning (classification and regression tree (CART)) and receiver operating characteristics. The impact of achieving each definition on functional and radiographic outcomes after 1 year was explored. RESULTS Data from 1680 patients with early RA and 920 patients with established RA were included. The proportion of patients achieving Boolean remission increased with higher thresholds for PGA from 12.4% to 19.7% in early and 5.9% to 12.3% in established RA at 6 months. Best agreement with SDAI remission occurred at PGA cut-offs of 1.5 and 2.0, while agreement decreased with higher PGA (CART: optimal agreement at PGA≤1.6 cm; sensitivity of PGA≤1.5 95%). Changing PGA thresholds at 6 months did not affect radiographic progression at 12 months (mean ꙙsmTSS for Boolean, 1.5, 2.0, 2.5, 3.0, BooleanX: 0.35±5.4, 0.38±5.14, 0.41±5.1, 0.37±4.9, 0.34±4.9, 0.27±4.7). However, the proportion attaining HAQ≤0.5 was 90.2%, 87.9%, 85.2%, 81.1%, 80.7% and 73.1% for the respective Boolean definitions. CONCLUSION Increasing the PGA cut-off to 1.5 cm would provide high consistency between Boolean with the index-based remission; the integer cut-off of 2.0 cm performed similarly.
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Affiliation(s)
- Paul Studenic
- Department of Internal Medicine 3, Division of Rheumatology, Medical University of Vienna, Wien, Austria
| | - David Felson
- Section of Rheumatology, Boston University School of Medicine, Boston, Massachusetts, USA
- Centre for Epidemiology, The University of Manchester, Manchester, UK
| | - Maarten de Wit
- Standing Committee of People with Arthritis/Rheumatism in Europe (PARE), EULAR, Zurich, Switzerland
| | - Farideh Alasti
- Department of Internal Medicine 3, Division of Rheumatology, Medical University of Vienna, Wien, Austria
| | - Tanja A Stamm
- Center for Medical Statistics, Informatics, and Intelligent Systems, Section for Outcomes Research, Medical University of Vienna, Wien, Austria
| | - Josef S Smolen
- Department of Internal Medicine 3, Division of Rheumatology, Medical University of Vienna, Wien, Austria
| | - Daniel Aletaha
- Department of Internal Medicine 3, Division of Rheumatology, Medical University of Vienna, Wien, Austria
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20
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Saku A, Furuta S, Kato M, Furuya H, Suzuki K, Fukuta M, Suehiro K, Makita S, Tamachi T, Ikeda K, Takatori H, Maezawa Y, Suto A, Suzuki K, Hirose K, Nakajima H. Experience of musculoskeletal ultrasound scanning improves physicians' physical examination skills in assessment of synovitis. Clin Rheumatol 2020; 39:1091-1099. [PMID: 32008154 DOI: 10.1007/s10067-020-04960-5] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/10/2019] [Revised: 12/18/2019] [Accepted: 01/24/2020] [Indexed: 10/25/2022]
Abstract
OBJECTIVE Musculoskeletal ultrasound (US) is more sensitive than physical examination in detecting synovitis and helps physicians to understand its pathophysiology. In this study, we aimed to determine if the experience in musculoskeletal US scanning is independently associated with improved physical examination skills to detect synovitis. METHOD Seventy patients with rheumatoid arthritis and twenty-three physicians were enrolled. Patients were first assessed by multiple physicians with a range of clinical/sonographic experience for the swelling of the wrist, metacarpophalangeal and proximal interphalangeal (PIP) joints and next underwent US assessment performed by another physician experienced in musculoskeletal US. We then calculated the positive/negative predictive values (PPV/NPV) of joint swelling to identify US-detected synovial hypertrophy. Finally, the factors independently associated with the accuracy of clinical assessment were identified by using multivariate analyses. RESULTS One thousand five hundred forty joints were assessed 6116 times in total for swelling. Overall, PPV and NPV of joint swelling were 51.7% and 88.3%, respectively. Multivariate analyses identified wrist joint, tenderness, male and greater patients' age as the factors significantly associated with higher PPV. In addition, there was a trend that longer experience in rheumatology clinical practice was associated with higher PPV (p = 0.058). On the other hand, longer experience in musculoskeletal US, PIP joint and positive rheumatoid factor were identified as the significant factors for higher NPV, while wrist joint, tenderness, presence of osteophyte and obesity as those for lower NPV. CONCLUSION Our data suggest that the experience in musculoskeletal US improves physical examination skills particularly to avoid overestimation.Key Points• Physicians with longer US experience are less likely to overestimate synovitis by physical examination.• Musculoskeletal US is a useful tool for rheumatologists to improve their physical examination skill.• Presence of osteophytes, joint tenderness and obesity influence the accuracy of physical examination of joints.
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Affiliation(s)
- Aiko Saku
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Shunsuke Furuta
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan.
| | - Manami Kato
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Hiroki Furuya
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Kazumasa Suzuki
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Masashi Fukuta
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Kenichi Suehiro
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Sohei Makita
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Tomohiro Tamachi
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Kei Ikeda
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Hiroaki Takatori
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Yuko Maezawa
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Akira Suto
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Kotaro Suzuki
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Koichi Hirose
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
| | - Hiroshi Nakajima
- Department of Allergy and Clinical Immunology, Chiba University Hospital, 1-8-1 Inohana, Chuo-ku, Chiba-shi, Chiba, 260-8670, Japan
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21
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Zayat AS, Mahmoud K, Md Yusof MY, Mukherjee S, D'Agostino MA, Hensor EMA, Wakefield RJ, Conaghan PG, Edwards CJ, Emery P, Vital EM. Defining inflammatory musculoskeletal manifestations in systemic lupus erythematosus. Rheumatology (Oxford) 2019; 58:304-312. [PMID: 30265343 DOI: 10.1093/rheumatology/key277] [Citation(s) in RCA: 24] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/23/2018] [Indexed: 01/25/2023] Open
Abstract
Objective To define the prevalence and clinical associations of clinical and imaging definitions of synovitis in unselected SLE patients with musculoskeletal (MSK) symptoms. Methods 112 patients with SLE (excluding RF and CCP positive patients); 88 consecutive with inflammatory MSK symptoms and 24 asymptomatic SLE controls were recruited. Patients had clinical assessment (BILAG, SLEDAI, joint counts, patient and physician visual analogue score), routine laboratory tests and US of two hands and wrists (synovitis and tenosynovitis, OMERACT definitions). Results Overall, 68% (60/88) of symptomatic patients had US inflammation (grey scale ⩾ 2 and/or PD ⩾ 1 or tenosynovitis) compared with 17% (4/23) of asymptomatic patients. In symptomatic patients, clinical inflammation was seen defined by BILAG A or B in 38% (34/88) or defined by the SLEDAI-MSK criterion in 32% (28/88). BILAG A/B had sensitivity (95% CI) of 56% (41, 69%) and specificity of 89% (72, 96%) for US-confirmed inflammation. SLEDAI-MSK criterion had sensitivity of 44% (31, 59%) and specificity of 89% (72, 96%). In patients with inflammatory symptoms, 27% (24/88) had subclinical inflammation (abnormal US but no clinically swollen joints) and 35% (31/88) had no clinical or US inflammation. Subclinical tenosynovitis and PD were associated with significantly higher IgG, physician visual analogue score, tender joint count. Conclusion In SLE patients with MSK symptoms, a large proportion of objective, clinically meaningful inflammation is only identifiable by US. The existing classification of MSK SLE using disease activity instruments based on joint swelling is inaccurate to guide patient selection for clinical trials, biologic therapy, or treat-to-target protocols.
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Affiliation(s)
- Ahmed S Zayat
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.,Bradford Teaching Hospitals NHS Foundation Trust, Bradford, UK.,Leeds Teaching Hospitals NHS Trust, NIHR Leeds Biomedical Research Centre, Leeds, UK
| | - Khaled Mahmoud
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.,Leeds Teaching Hospitals NHS Trust, NIHR Leeds Biomedical Research Centre, Leeds, UK
| | - Md Yuzaiful Md Yusof
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.,Leeds Teaching Hospitals NHS Trust, NIHR Leeds Biomedical Research Centre, Leeds, UK
| | - Sandeep Mukherjee
- NIHR Wellcome Trust Clinical Research Facility, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Maria-Antoinetta D'Agostino
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.,Leeds Teaching Hospitals NHS Trust, NIHR Leeds Biomedical Research Centre, Leeds, UK
| | - Elizabeth M A Hensor
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.,Leeds Teaching Hospitals NHS Trust, NIHR Leeds Biomedical Research Centre, Leeds, UK
| | - Richard J Wakefield
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.,Leeds Teaching Hospitals NHS Trust, NIHR Leeds Biomedical Research Centre, Leeds, UK
| | - Philip G Conaghan
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.,Leeds Teaching Hospitals NHS Trust, NIHR Leeds Biomedical Research Centre, Leeds, UK
| | - Christopher J Edwards
- NIHR Wellcome Trust Clinical Research Facility, University Hospital Southampton NHS Foundation Trust, Southampton, UK
| | - Paul Emery
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.,Leeds Teaching Hospitals NHS Trust, NIHR Leeds Biomedical Research Centre, Leeds, UK
| | - Edward M Vital
- Leeds Institute of Rheumatic and Musculoskeletal Medicine, University of Leeds, Leeds, UK.,Leeds Teaching Hospitals NHS Trust, NIHR Leeds Biomedical Research Centre, Leeds, UK
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Li W, Liu Y, Zhu J, Bilig A, Liu F, Chen Z. Ultrasound remission can predict future good structural outcome in collagen-induced arthritis rats. Sci Rep 2019; 9:13294. [PMID: 31527701 PMCID: PMC6746853 DOI: 10.1038/s41598-019-49948-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2019] [Accepted: 09/03/2019] [Indexed: 11/08/2022] Open
Abstract
Regarding the persistence of subclinical synovitis, the concept of ultrasound remission has been proposed in addition to clinical remission. The present study aims to explore whether ultrasound remission has predictive value and ultrasound remission at which time point has predictive value for good structural outcome. Collagen-induced arthritis (CIA) was induced in 32 rats by immunizing with bovine type II collagen. Twenty-four CIA rats were treated with rhTNFR:Fc, and 8 rats were left untreated. Ultrasonography was performed to assess synovial hypertrophy, power Doppler (PD) signal, and bone erosion of the ankle joints of both hindpaws every week following the booster immunization. In the treated group, the scores for synovial hypertrophy, PD signal and bone erosions decreased from baseline to the end. Synovial hypertrophy, PD signal, and bone erosion at baseline were not significantly associated with good structural outcome. Ultrasound remission from 4 to 6 weeks after treatment was significantly associated with good outcome and had the highest area under the curve, sensitivity, specificity, and positive and negative predictive values. Therefore, we conclude that ultrasound remission from 4 to 6 weeks after treatment has a high value for predicting good structural outcome in CIA rats.
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Affiliation(s)
- Wenxue Li
- Department of Ultrasound, Peking University People' s Hospital, Beijing, China
| | - Yiqun Liu
- Department of Ultrasound, Peking University People' s Hospital, Beijing, China
| | - Jiaan Zhu
- Department of Ultrasound, Peking University People' s Hospital, Beijing, China.
| | - Arong Bilig
- Department of Ultrasound, Peking University People' s Hospital, Beijing, China
| | - Fang Liu
- Department of Ultrasound, Peking University People' s Hospital, Beijing, China
| | - Zheng Chen
- Department of Ultrasound, Peking University People' s Hospital, Beijing, China
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Hammer HB, Michelsen B, Sexton J, Haugen IK, Provan SA, Haavardsholm EA, Uhlig T, Kvien TK. Swollen, but not tender joints, are independently associated with ultrasound synovitis: results from a longitudinal observational study of patients with established rheumatoid arthritis. Ann Rheum Dis 2019; 78:1179-1185. [PMID: 31171525 DOI: 10.1136/annrheumdis-2019-215321] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/04/2019] [Revised: 05/18/2019] [Accepted: 05/21/2019] [Indexed: 11/04/2022]
Abstract
OBJECTIVES Joint swelling and tenderness are considered a proxy for inflammation in patients with rheumatoid arthritis (RA). With ultrasound-detected inflammation as reference, our objectives were to explore on patient and joint level the associations between ultrasound synovitis and joint swelling, tenderness and patient-reported joint pain (PRJP). METHODS 209 patients with established RA were examined six times during 12 months with assessment of 32 joints in upper/lower extremities for joint swelling/tenderness and Grey scale (GS)/power Doppler (PD) synovitis. PRJP was assessed on a manikin. Correlations between different sum scores were at each examination calculated using Spearman's rho (r), agreement at joint level was examined by Cohen's kappa and logistic regression models were used to explore the associations between joint assessment and GS/PD scores. RESULTS At patient level, swollen joints were strongly correlated with GS/PD sum scores (r=0.64-0.88), while tender joints were primarily associated with PRJP (r=0.54-0.68). At joint level, GS/PD pathology had higher agreement with swelling (kappa 0.54-0.57) than tenderness (kappa 0.20-0.21) or PRJP (0.23-0.25). Higher percentages of joints were swollen according to increasing GS/PD scores, independently of joint tenderness. However, joints being tender, but not swollen, were not associated with GS/PD scores. Receiver operating curves showed swollen but not tender joints to be associated with GS/PD scores. CONCLUSIONS Swollen joints were strongly associated with ultrasound detected synovitis at both patient and joint level, while this association was not found for tender joints. These results may question if tender joints reflect ongoing inflammation in established RA.
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Affiliation(s)
| | - Brigitte Michelsen
- Department of Rheumatology, Hospital of Southern Norway Trust Kristiansand, Kristiansand, Norway
| | - Joseph Sexton
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Ida K Haugen
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Sella A Provan
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | | | - Till Uhlig
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
| | - Tore K Kvien
- Department of Rheumatology, Diakonhjemmet Hospital, Oslo, Norway
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Just SA, Nielsen C, Werlinrud JC, Larsen PV, Klinkby CS, Schrøder HD, Humby F, Torfing T, Lindegaard H. Six-month prospective trial in early and long-standing rheumatoid arthritis: evaluating disease activity in the wrist through sequential synovial histopathological analysis, RAMRIS magnetic resonance score and EULAR-OMERACT ultrasound score. RMD Open 2019; 5:e000951. [PMID: 31413866 PMCID: PMC6667976 DOI: 10.1136/rmdopen-2019-000951] [Citation(s) in RCA: 15] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2019] [Revised: 06/10/2019] [Accepted: 06/14/2019] [Indexed: 11/04/2022] Open
Abstract
Introduction Standardised scoring systems for rheumatoid arthritis (RA) joint disease activity include Larsen score for radiographs, rheumatoid arthritis magnetic resonance imaging score (RAMRIS) for MRI and using the European League Against Rheumatisms-Outcome Measures in Rheumatology (EULAR-OMERACT) score for ultrasound (US) images. The aim of this prospective study was to investigate the relationship between histological synovitis and radiological synovitis, assessed by conventional X-ray, US and MRI of the wrist radiocarpal joint. Methods 20 patients with treatment naive early RA (ERA) and 20 with long-standing RA (LRA) were enrolled in a 6-month prospective study. Patients with RA underwent US-guided synovial biopsy, X-ray and US of the wrist at enrolment and 6 months. MRI at baseline and also at 6 months for the ERA group, and scored with the RAMRIS system. X-ray was scored by Larsen score and US by the EULAR-OMERACT system. Synovial biopsy inflammation was determined by the Krenn score. Results In the ERA group at baseline, Krenn score was correlated strongly with both US combined score (r = 0.77 p < 0.001) and MRI synovitis score (r = 0.85 p < 0.001), while uncorrelated at 6 months. In the LRA group at baseline, these scores correlated strongly (r = 0.83, p < 0.001) to moderately (r = 0.61, p = 0.002), and persisted at 6 months for US score (r = 0.81 p < 0.001). For all patients with RA, change in Krenn score between baseline and 6 months was correlated with both change in US combined score (r = 0.65, p < 0.001) and change in MRI synovitis score (r = 0.50, p = 0.03). Conclusion The MRI RAMRIS synovitis score and EULAR-OMERACT US scoring system are sensitive measures of histological synovitis in LRA and ERA. After 6 months, this correlation persists in the established RA group, but not in the ERA group. Overall, decreases in MRI/US synovitis are associated with reductions in histological synovitis. The study validates the use of MRI RAMRIS and EULAR-OMERACT US scores as surrogate markers of histological synovitis in established RA and early untreated RA.
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Affiliation(s)
- Søren Andreas Just
- Department of Rheumatology, Odense University Hospital, Odense, Denmark.,Section of Rheumatology, Department of Medicine, Svendborg Sygehus OUH, Svendborg, Denmark
| | - Christian Nielsen
- Department of Clinical Immunology, Odense University Hospital, Odense, Denmark.,Odense Patient data Explorative Network (OPEN), Odense University Hospital, Odense, Denmark
| | | | - Pia Veldt Larsen
- Department of Epidemiology and Biostatistics, University of Southern Denmark, Odense, Denmark
| | | | | | - Fran Humby
- Centre for Experimental Medicine and Rheumatology, Barts and the London School of Medicine and Dentistry, London, UK
| | - Trine Torfing
- Section of musculoskeletal radiology, Department of Radiology, Odense University Hospital, Odense, Denmark
| | - Hanne Lindegaard
- Department of Rheumatology, Odense University Hospital, Odense, Denmark
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Andersen JKH, Pedersen JS, Laursen MS, Holtz K, Grauslund J, Savarimuthu TR, Just SA. Neural networks for automatic scoring of arthritis disease activity on ultrasound images. RMD Open 2019; 5:e000891. [PMID: 30997154 PMCID: PMC6443126 DOI: 10.1136/rmdopen-2018-000891] [Citation(s) in RCA: 44] [Impact Index Per Article: 7.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/28/2018] [Revised: 02/18/2019] [Accepted: 02/24/2019] [Indexed: 12/31/2022] Open
Abstract
Background The development of standardised methods for ultrasound (US) scanning and evaluation of synovitis activity by the OMERACT-EULAR Synovitis Scoring (OESS) system is a major step forward in the use of US in the diagnosis and monitoring of patients with inflammatory arthritis. The variation in interpretation of disease activity on US images can affect diagnosis, treatment and outcomes in clinical trials. We, therefore, set out to investigate if we could utilise neural network architecture for the interpretation of disease activity on Doppler US images, using the OESS scoring system. Methods Two state-of-the-art neural networks were used to extract information from 1342 Doppler US images from patients with rheumatoid arthritis (RA). One neural network divided images as either healthy (Doppler OESS score 0 or 1) or diseased (Doppler OESS score 2 or 3). The other to score images across all four of the OESS systems Doppler US scores (0–3). The neural networks were hereafter tested on a new set of RA Doppler US images (n=176). Agreement between rheumatologist’s scores and network scores was measured with the kappa statistic. Results For the neural network assessing healthy/diseased score, the highest accuracies compared with an expert rheumatologist were 86.4% and 86.9% with a sensitivity of 0.864 and 0.875 and specificity of 0.864 and 0.864, respectively. The other neural network developed to four class Doppler OESS scoring achieved an average per class accuracy of 75.0% and a quadratically weighted kappa score of 0.84. Conclusion This study is the first to show that neural network technology can be used in the scoring of disease activity on Doppler US images according to the OESS system.
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Affiliation(s)
| | | | | | - Kathrine Holtz
- The Maersk Mc-Kinney Moller Institute, Syddansk Universitet, Odense, Denmark
| | - Jakob Grauslund
- Research Unit of Ophthalmology, Department of Opthalmology, Odense Universitetshospital, Odense, Denmark
| | | | - Søren Andreas Just
- Department of Rheumatology, Odense Universitetshospital, Odense, Denmark
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