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Makan K, Garrido-Cumbrera M, Du Toit R, Correa-Fernández J, van Dam M, Tikly M. Patient journey, disease burden, and functional disability in patients with axial spondyloarthritis in South Africa: results of International Map of Axial Spondyloarthritis (IMAS). Clin Rheumatol 2024; 43:3335-3343. [PMID: 39333345 PMCID: PMC11489170 DOI: 10.1007/s10067-024-07151-8] [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: 04/11/2024] [Revised: 09/16/2024] [Accepted: 09/18/2024] [Indexed: 09/29/2024]
Abstract
OBJECTIVE To assess the unmet needs of South Africans with axial spondyloarthritis (axSpA) focusing on the patient journey, functional disability, and health-related quality of life. METHODS One hundred forty-six South African axSpA patients completed the International Map of Axial Spondyloarthritis (IMAS) online survey. Patient journey, functional disability, activities of daily living, and psychological stress were analyzed in relation to socio-demographic characteristics, disease activity, diagnostic delay, extra-musculoskeletal manifestations, and drug therapy. RESULTS Majority were female (82.2%) and Caucasian (89.7%) and the mean age of participants, age at onset of initial symptoms, and diagnostic delay were 44.7, 26.7, and 10.8 years, respectively. Participants reported a mean of 3.4 visits to healthcare professionals prior to a definitive diagnosis of axSpA, mostly made by rheumatologists (77.9%). Active disease (BASDAI ≥ 4) was reported by 87%, 69.9% suffered from psychological distress (general health questionnaire-12 score ≥ 3), and more than two-thirds suffered functional limitations in daily, personal, and social activities. Multivariable logistic analysis showed that active disease was more common in females [OR (95% CI) = 4.3 (1.2-15.2)] and was associated with greater functional limitation [OR (95% CI) = 1.1 (1.0-1.2)]. CONCLUSION Of all the regions assessed in the IMAS (n = 5557 participants, 27 countries), South Africans reported the longest delay in diagnosis. The South African patient journey depicts a process burdened with diagnostic challenges and delays, coupled with patients experiencing significant personal and social limitations. These results emphasize the urgent need to establish local diagnostic and treatment guidelines for axSpA in South Africa, to reduce diagnostic delay, and to control disease activity associated with functional limitation in axSpA. Key Points • Axial spondyloarthritis (axSpA) in South Africans is associated with significant limitations in physical, mental, and social functioning. • First study to describe the unmet needs of South African patients with axSpA.
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Affiliation(s)
- Kavita Makan
- Division of Rheumatology, Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa.
| | - Marco Garrido-Cumbrera
- Health & Territory Research (HTR), University of Seville, Seville, Spain
- Axial Spondyloarthritis International Federation (ASIF), London, UK
| | - Riette Du Toit
- Division Rheumatology, Department Medicine, Faculty of Medicine and Health Sciences, Stellenbosch University, Parow, South Africa
| | | | - Maranda van Dam
- Axial Spondyloarthritis Association of South Africa, Grootbrakrivier, South Africa
| | - Mohammed Tikly
- Division of Rheumatology, Department of Internal Medicine, Faculty of Health Sciences, University of the Witwatersrand, Johannesburg, South Africa
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Qaiyum Z, Seidman MA, Ross HJ, Inman RD. Cardiac valve immune profiling in non-radiographic axial spondyloarthritis. Ann Rheum Dis 2024; 83:1394-1399. [PMID: 38925886 DOI: 10.1136/ard-2024-225942] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/08/2024] [Accepted: 06/09/2024] [Indexed: 06/28/2024]
Affiliation(s)
- Zoya Qaiyum
- Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
| | - Michael Aaron Seidman
- Laboratory Medicine Program, University Health Network, Toronto, Ontario, Canada
- Department of Laboratory Medicine and Pathobiology, University of Toronto, Toronto, Ontario, Canada
| | - Heather Joan Ross
- Peter Munk Cardiac Centre, University Health Network, Toronto, Ontario, Canada
- Division of Cardiology, Department of Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Robert D Inman
- Schroeder Arthritis Institute, Toronto Western Hospital, University Health Network, Toronto, Ontario, Canada
- Department of Immunology, University of Toronto, Toronto, Ontario, Canada
- Department of Medicine, University of Toronto, Toronto, Ontario, Canada
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3
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Dey M, Nikiphorou E. Navigating the landscape in axial spondyloarthritis: unravelling regional phenotypic differences. Rheumatology (Oxford) 2024; 63:2321-2322. [PMID: 38364293 DOI: 10.1093/rheumatology/keae101] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2024] [Revised: 02/01/2024] [Accepted: 02/02/2024] [Indexed: 02/18/2024] Open
Affiliation(s)
- Mrinalini Dey
- Centre for Rheumatic Diseases, King's College London, London, UK
| | - Elena Nikiphorou
- Centre for Rheumatic Diseases, King's College London, London, UK
- Rheumatology Department, King's College Hospital, London, UK
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Poddubnyy D, Sommerfleck F, Navarro-Compán V, Bundy C, Makri S, Akerkar S, Wermskog L, Karam E, Correa-Fernández J, Siddiqui A, Garrido-Cumbrera M. Regional differences in clinical phenotype of axial spondyloarthritis: results from the International Map of Axial Spondyloarthritis (IMAS). Rheumatology (Oxford) 2024; 63:2328-2335. [PMID: 38128022 PMCID: PMC11371368 DOI: 10.1093/rheumatology/kead665] [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: 09/04/2023] [Revised: 10/23/2023] [Accepted: 11/07/2023] [Indexed: 12/23/2023] Open
Abstract
OBJECTIVES To explore differences in axial spondyloarthritis (axSpA) clinical phenotype around the world in a large sample of patients included in the International Map of Axial Spondyloarthritis (IMAS). METHOD IMAS was a cross-sectional online survey (2017-2022) of 5557 unselected axSpA patients from 27 countries. We analysed across five geographic regions the age at symptom onset, diagnostic delay, gender, HLA-B27, family history, extra-musculoskeletal manifestations, presence of comorbidities, disease activity (BASDAI), level of spinal stiffness and treatments. RESULTS Of 5557 IMAS participants, 3493 were from Europe, 770 from North America, 600 from Asia, 548 from Latin America and 146 from South Africa. Age at symptom onset ranged between 25 and 30 years and was higher in Latin America. Diagnostic delay was longest in South Africa and lowest in Asia. The lowest HLA-B27 positivity was observed in Latin America and the highest in Asia. Extra-musculoskeletal manifestations were the lowest in Europe. Mean disease activity (BASDAI) was 5.4, with highest values in South Africa and lowest in Asia. Most of the patients had used NSAIDs for their condition and less than half had ever taken conventional synthetic DMARDS; both were more frequent in Latin America and South Africa. Almost half of the patients had ever taken biologic DMARDs, more frequent use being in the Americas. CONCLUSION There is great heterogeneity of axSpA clinical phenotype presentation around the world. AxSpA manifests differently in different regions, so further understanding of these differences of phenotypes is needed to achieve early diagnosis and initiation of optimal disease treatment in axSpA in the different regions.
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Affiliation(s)
- Denis Poddubnyy
- Department of Gastroenterology, Infectious Diseases and Rheumatology, Charité - Universitätsmedizin Berlin, Berlin, Germany
- Rheumatology Department, German Rheumatism Research Centre, Berlin, Germany
| | | | | | | | - Souzi Makri
- Patient Advocacy, Cyprus League for People with Rheumatism (CYLPER), Nicosia, Cyprus
| | | | - Lillann Wermskog
- Patient Advocacy, Spondyloarthritis Association of Norway (SPAFO), Oslo, Norway
- Patient Advocacy, Axial Spondyloarthritis International Federation (ASIF), London, UK
| | - Elie Karam
- Patient Advocacy, Canadian Spondylitis Association (CSA), Toronto, Canada
| | | | - Asif Siddiqui
- Patient Engagement, Novartis Pharma AG, Basel, Switzerland
| | - Marco Garrido-Cumbrera
- Health & Territory Research (HTR), Universidad de Sevilla, Seville, Spain
- Patient Advocacy, Spanish Federation of Spondyloarthritis Associations (CEADE), Madrid, Spain
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Lu Z, Zou Q, Wang M, Han X, Shi X, Wu S, Xie Z, Ye Q, Song L, He Y, Feng Q, Zhao Y. Artificial intelligence improves the diagnosis of human leukocyte antigen (HLA)-B27-negative axial spondyloarthritis based on multi-sequence magnetic resonance imaging and clinical features. Quant Imaging Med Surg 2024; 14:5845-5860. [PMID: 39144059 PMCID: PMC11320510 DOI: 10.21037/qims-24-729] [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: 04/12/2024] [Accepted: 07/05/2024] [Indexed: 08/16/2024]
Abstract
Background Axial spondyloarthritis (axSpA) is frequently diagnosed late, particularly in human leukocyte antigen (HLA)-B27-negative patients, resulting in a missed opportunity for optimal treatment. This study aimed to develop an artificial intelligence (AI) tool, termed NegSpA-AI, using sacroiliac joint (SIJ) magnetic resonance imaging (MRI) and clinical SpA features to improve the diagnosis of axSpA in HLA-B27-negative patients. Methods We retrospectively included 454 HLA-B27-negative patients with rheumatologist-diagnosed axSpA or other diseases (non-axSpA) from the Third Affiliated Hospital of Southern Medical University and Nanhai Hospital between January 2010 and August 2021. They were divided into a training set (n=328) for 5-fold cross-validation, an internal test set (n=72), and an independent external test set (n=54). To construct a prospective test set, we further enrolled 87 patients between September 2021 and August 2023 from the Third Affiliated Hospital of Southern Medical University. MRI techniques employed included T1-weighted (T1W), T2-weighted (T2W), and fat-suppressed (FS) sequences. We developed NegSpA-AI using a deep learning (DL) network to differentiate between axSpA and non-axSpA at admission. Furthermore, we conducted a reader study involving 4 radiologists and 2 rheumatologists to evaluate and compare the performance of independent and AI-assisted clinicians. Results NegSpA-AI demonstrated superior performance compared to the independent junior rheumatologist (≤5 years of experience), achieving areas under the curve (AUCs) of 0.878 [95% confidence interval (CI): 0.786-0.971], 0.870 (95% CI: 0.771-0.970), and 0.815 (95% CI: 0.714-0.915) on the internal, external, and prospective test sets, respectively. The assistance of NegSpA-AI promoted discriminating accuracy, sensitivity, and specificity of independent junior radiologists by 7.4-11.5%, 1.0-13.3%, and 7.4-20.6% across the 3 test sets (all P<0.05). On the prospective test set, AI assistance also improved the diagnostic accuracy, sensitivity, and specificity of independent junior rheumatologists by 7.7%, 7.7%, and 6.9%, respectively (all P<0.01). Conclusions The proposed NegSpA-AI effectively improves radiologists' interpretations of SIJ MRI and rheumatologists' diagnoses of HLA-B27-negative axSpA.
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Affiliation(s)
- Zixiao Lu
- Department of Radiology, The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics, Guangdong Province), Guangzhou, China
| | - Qingqing Zou
- School of Biomedical Engineering, Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou, China
| | - Menghong Wang
- Department of Radiology, The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics, Guangdong Province), Guangzhou, China
| | - Xinai Han
- Department of Rheumatology and Immunology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, China
| | - Xingliang Shi
- Department of Rheumatology and Immunology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, China
| | - Shufan Wu
- Department of Hematology and Rheumatology, The Second Affiliated Hospital of Xiamen Medical College, Xiamen, China
| | - Zhuoyao Xie
- Department of Radiology, The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics, Guangdong Province), Guangzhou, China
| | - Qiang Ye
- Department of Radiology, The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics, Guangdong Province), Guangzhou, China
| | - Liwen Song
- Department of Radiology, The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics, Guangdong Province), Guangzhou, China
| | - Yi He
- Department of Rheumatology and Immunology, The Third Affiliated Hospital of Southern Medical University, Guangzhou, China
| | - Qianjin Feng
- School of Biomedical Engineering, Southern Medical University, Guangzhou, China
- Guangdong Provincial Key Laboratory of Medical Image Processing, Southern Medical University, Guangzhou, China
| | - Yinghua Zhao
- Department of Radiology, The Third Affiliated Hospital of Southern Medical University (Academy of Orthopedics, Guangdong Province), Guangzhou, China
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Maksymowych WP, Thom H, Mørup MF, Taieb V, Willems D, Lyris N, Gaffney K. Matching-Adjusted Indirect Comparison of the 52-Week Efficacy of Bimekizumab Versus Secukinumab and Ixekizumab for the Treatment of Radiographic Axial Spondyloarthritis. Rheumatol Ther 2024; 11:1023-1041. [PMID: 38916823 PMCID: PMC11265043 DOI: 10.1007/s40744-024-00684-z] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2024] [Accepted: 05/22/2024] [Indexed: 06/26/2024] Open
Abstract
INTRODUCTION A previous network meta-analysis established 16-week relative efficacy with bimekizumab, an inhibitor of interleukin (IL)-17F in addition to IL-17A, versus other treatments for patients with radiographic axial spondyloarthritis (r-axSpA; i.e., ankylosing spondylitis), including the IL-17A inhibitors secukinumab and ixekizumab. This matching-adjusted indirect comparison (MAIC) assessed 52-week relative efficacy of bimekizumab versus secukinumab and ixekizumab. METHODS Individual patient data from BE MOBILE 2 (bimekizumab 160 mg; N = 220) were matched to pooled summary data from MEASURE 1/2/3/4 (secukinumab 150 mg), MEASURE 3 (secukinumab 300 mg; escalated dose for inadequate responders), COAST-V (ixekizumab) and COAST-V/-W (ixekizumab). BE MOBILE 2 patients were reweighted using propensity score weights based on age, sex, ethnicity, tumor necrosis factor inhibitor (TNFi) exposure, weight, baseline ASDAS and BASFI (secukinumab) and baseline BASDAI (ixekizumab), and 52-week efficacy outcomes from the trial recalculated. Odds ratios (OR) or mean difference for unanchored comparisons are reported with 95% confidence intervals (CI). RESULTS At week 52, MAIC demonstrated that patients may have higher likelihood of improvement in key efficacy outcomes with bimekizumab versus secukinumab 150 mg (e.g., ASAS40: [OR (95% CI): 1.48 (1.05, 2.10); p = 0.026]; effective sample size [ESS] = 177). Differences in 52-week efficacy outcomes between bimekizumab and secukinumab 300 mg dose escalation were non-significant (ESS = 120). Bimekizumab versus ixekizumab 80 mg comparisons (COAST-V only; ESS = 84) also suggested that differences were non-significant for most key efficacy outcomes. Other ixekizumab comparisons (COAST-V/-W; ESS = 45) suggested bimekizumab may have higher comparative efficacy for many of the same efficacy outcomes, however ixekizumab analyses were limited by poor population overlap, likely due to the greater proportion of patients with previous TNFi exposure. CONCLUSIONS Patients treated with bimekizumab may have a higher likelihood of achieving improved longer-term efficacy versus secukinumab 150 mg, suggesting bimekizumab may be a favorable therapeutic option for r-axSpA. Differences in efficacy outcomes with bimekizumab versus ixekizumab 80 mg were mostly non-significant, depending on the populations considered.
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Affiliation(s)
| | - Howard Thom
- University of Bristol, Bristol, UK
- Clifton Insight, Bristol, UK
| | | | | | | | | | - Karl Gaffney
- Norfolk and Norwich University Hospital NHS Trust, Norfolk, UK
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de Hooge M, van der Heijde D. Disease modification in axial spondyloarthritis - still a controversy? Curr Opin Rheumatol 2024; 36:302-308. [PMID: 38712691 DOI: 10.1097/bor.0000000000001025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 05/08/2024]
Abstract
PURPOSE OF REVIEW This review evaluates recent advancements in disease-modifying therapies for axial spondyloarthritis (axSpA). RECENT FINDINGS A recent study could not demonstrate an additional effect of NSAID therapy on golimumab [Tumor Necrosis Factor-α inhibitor (TNFi)] on structural progression; however, this might be due to the fact that the study was underpowered. While DMARDs have shown promise in suppressing inflammation, their impact on structural progression remains uncertain. A well powered trial showed no difference in spinal progression between secukinumab [Interleukin17A inhibitor (IL17Ai)] and adalimumab-biosimilar (TNFi). Preliminary data on Janus kinase inhibitors (JAKi) focus on MRI findings but lack evidence on radiographic spinal progression. While some studies suggest promising outcomes, others reveal limitations and inconclusive findings. SUMMARY Recent studies explore the effectiveness of NSAIDs, biological disease-modifying antirheumatic drugs like TNFi and IL-17i, as well as JAK inhibitors in axSpA. Conflicting evidence surrounds these therapies' ability to impede structural progression, with challenges in study design and interpretation. Moreover, changes in demographics and treatment methods underscore the importance of examining trends over time when assessing disease outcomes. Ultimately, ongoing research could benefit from new imaging tools when evaluating therapeutic strategies for modifying disease progression in axSpA.
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Affiliation(s)
- Manouk de Hooge
- Department of Rheumatology, Ghent University Hospital, Ghent, Belgium
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Dubreuil M, Navarro-Compán V, Boonen A, Gaffney K, Gensler LS, de la Loge C, Vaux T, Fleurinck C, Massow U, Taieb V, Mørup MF, Deodhar A, Rudwaleit M. Improved physical functioning, sleep, work productivity and overall health-related quality of life with bimekizumab in patients with axial spondyloarthritis: results from two phase 3 studies. RMD Open 2024; 10:e004202. [PMID: 38834351 PMCID: PMC11163688 DOI: 10.1136/rmdopen-2024-004202] [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: 02/08/2024] [Accepted: 05/08/2024] [Indexed: 06/06/2024] Open
Abstract
OBJECTIVE To assess the impact of bimekizumab on physical functioning, sleep, work productivity and overall health-related quality of life (HRQoL) in patients with non-radiographic (nr-) and radiographic (r-) axial spondyloarthritis (axSpA) in the phase 3 studies BE MOBILE 1 and 2. METHODS Patients were randomised to subcutaneous bimekizumab 160 mg or placebo every 4 weeks; from Week 16, all patients received bimekizumab 160 mg every 4 weeks. We report the following outcomes to Week 52: Bath Ankylosing Spondylitis Functional Index (BASFI), Medical Outcomes Study Sleep Scale Revised (MOS-Sleep-R) Index II, Work Productivity and Activity Impairment: axSpA (WPAI:axSpA), Short Form-36 Physical and Mental Component Summary (SF-36 PCS/MCS) and Ankylosing Spondylitis Quality of Life (ASQoL). RESULTS At Week 16, bimekizumab-randomised patients demonstrated significantly greater improvement from baseline versus placebo in BASFI, SF-36 PCS and ASQoL (p<0.001), and numerically greater improvements in MOS-Sleep-R Index II and WPAI:axSpA scores. Higher proportions of bimekizumab-randomised versus placebo-randomised patients at Week 16 achieved increasingly stringent thresholds for improvements in BASFI (0 to ≤4), and thresholds for meaningful improvements in SF-36 PCS (≥5-point increase from baseline) and ASQoL (≥4-point decrease from baseline). Responses were sustained or further improved to Week 52, where 60%-70% of bimekizumab-treated patients achieved BASFI ≤4 and meaningful improvements in SF-36 PCS and ASQoL, regardless of whether originally randomised to bimekizumab or placebo. CONCLUSION Bimekizumab treatment led to early improvements in physical function, sleep, work productivity and overall HRQoL at Week 16 in patients across the full axSpA disease spectrum. Improvements were sustained to Week 52. TRIAL REGISTRATION NUMBERS NCT03928704; NCT03928743.
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Affiliation(s)
- Maureen Dubreuil
- Department of Rheumatology, Boston University School of Medicine, Boston, Massachusetts, USA
| | | | - Annelies Boonen
- Department of Internal Medicine, Division of Rheumatology, Maastricht University Medical Center, Maastricht, The Netherlands
- Care and Public Health Research Institute (Caphri), Maastricht University, Maastricht, The Netherlands
| | - Karl Gaffney
- Norfolk and Norwich University Hospital NHS Trust, Norfolk, UK
| | - Lianne S Gensler
- Department of Medicine/Rheumatology, University of California San Francisco, San Francisco, California, USA
| | | | | | | | | | | | | | - Atul Deodhar
- Division of Arthritis & Rheumatic Diseases, Oregon Health & Science University, Portland, Oregon, USA
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Londono J, Pacheco-Tena C, Santos AM, Cardiel MH, Rodríguez-Salas G, Rueda I, Arias-Correal S, Mesa C, Marta Juliana M, Santacruz JC, Rueda JC, Vargas-Alarcón G, Burgos-Vargas R. Differences between radiographic and non-radiographic axial spondyloarthritis patients in a Mexican cohort. Sci Rep 2024; 14:10342. [PMID: 38710901 DOI: 10.1038/s41598-024-61001-w] [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: 10/31/2023] [Accepted: 04/30/2024] [Indexed: 05/08/2024] Open
Abstract
To compare the demographic, clinical, and laboratory characteristics, disease onset, and clinical features of radiographic axial Spondyloarthritis (r-axSpA) and non-radiographic axial Spondyloarthritis (nr-axSpA) patients. All patients who attended outpatient spondylarthritis (SpA) clinics at Hospital General de Mexico and the Instituto Nacional de la Nutrición from 1998 to 2005 and met the rheumatologist diagnostic criteria for SpA were selected. Then the SpA patients were classified by European Spondyloarthropathy Study Group criteria (ESSG). We selected SpA patients with axial presentation as axial SpA (axSpA), and they were classified as r-axSpA if they met modified New York (mNY) criteria for sacroiliitis and as nr-axSpA if they did not meet mNY criteria; to compared clinical, demographic, and laboratory test between the subgroups. It included 148 SpA patients; 55 (37.2%) patients had r-axSpA, and 70 (47.3%) had nr-axSpA. The nr-axSpA patients had a lower proportion of males (58.6% vs 78.2%, P < 0.05), lower HLA-B27 frequency (54.3%. vs. 92.7%, P < 0.05), were older at disease onset (21 vs 16 years; P < 0.01) and had a higher frequency of infections at disease onset (9.1% vs 32.9, P < 0.05) than r-axSpA. BASFI (2.9 vs 4.8; P < 0.0001), Dougados functional index (7 vs. 14; P < 0.05), and BASDAI (4.1 vs. 5.2; P < 0.001) were lower in patients with nr-axSpA than r-axSpA, respectively. The factors that most influenced the presentation of r-axSpA were history of uveitis (OR 14, 95% CI 2.3-85), HLA-B27 (OR 7.97, 95% CI, 2.96-122), male sex (OR 6.16, 95% CI, 1.47-25.7), axial enthesopathy count (OR 1.17 95% CI, 1.03-1.33). This study provides insight into the differences between nr-axSpA and r-axSpA in Mexico. Patients with r-axSpA were mainly male, with a younger presentation age, a higher prevalence of HLA-B27, more history of uveitis, fewer episodes of dactylitis, more axial enthesopathy, and higher disease activity than nr-axSpA.
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Affiliation(s)
- John Londono
- Department of Rheumatology and Immunology-Spondyloarthritis Study Group (GESPA), Universidad de La Sabana-Hospital Militar Central, Bogotá, Colombia.
| | - Cesar Pacheco-Tena
- PABIOM Laboratory, Faculty of Medicine and Biomedical Sciences, Autonomous University of Chihuahua, 31125, Chihuahua, Mexico
| | - Ana Maria Santos
- Department of Rheumatology and Immunology-Spondyloarthritis Study Group (GESPA), Universidad de La Sabana-Hospital Militar Central, Bogotá, Colombia
| | - Mario Humberto Cardiel
- Hospital General "Dr. Miguel Silva", Instituto Nacional de Ciencias Médicas y Nutrición Salvador Zubiran, McMaster University, Universidad Michoacana de San Nicolas de Hidalgo Instituto de Física y Matemáticas, Morelia, Mexico
| | - Gustavo Rodríguez-Salas
- Department of Rheumatology and Immunology-Spondyloarthritis Study Group (GESPA), Universidad de La Sabana-Hospital Militar Central, Bogotá, Colombia
| | - Igor Rueda
- Department of Rheumatology and Immunology-Spondyloarthritis Study Group (GESPA), Universidad de La Sabana-Hospital Militar Central, Bogotá, Colombia
- Aspirante a Doctorado en Biociencias, Universidad de La Sabana, Chía, Cundinamarca, Colombia
| | - Sofía Arias-Correal
- Department of Rheumatology and Immunology-Spondyloarthritis Study Group (GESPA), Universidad de La Sabana-Hospital Militar Central, Bogotá, Colombia
| | - Cristian Mesa
- Department of Rheumatology and Immunology-Spondyloarthritis Study Group (GESPA), Universidad de La Sabana-Hospital Militar Central, Bogotá, Colombia
| | - Mantilla Marta Juliana
- Department of Rheumatology and Immunology-Spondyloarthritis Study Group (GESPA), Universidad de La Sabana-Hospital Militar Central, Bogotá, Colombia
| | - Juan Camilo Santacruz
- Department of Rheumatology and Immunology-Spondyloarthritis Study Group (GESPA), Universidad de La Sabana-Hospital Militar Central, Bogotá, Colombia
| | - Juan Camilo Rueda
- Department of Rheumatology and Immunology-Spondyloarthritis Study Group (GESPA), Universidad de La Sabana-Hospital Militar Central, Bogotá, Colombia
| | - Gilberto Vargas-Alarcón
- Department of Molecular Biology, Instituto Nacional de Cardiología Ignacio Chávez, Mexico City, Mexico
| | - Rubén Burgos-Vargas
- Rheumatology Department, Hospital General de México Eduardo Liceaga, Mexico City, Mexico
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Alnaqbi KA, Al Adhoubi N, Aldallal S, Al Emadi S, Al-Herz A, El Shamy AM, Hannawi S, Omair MA, Saad SA, Kvien TK. Consensus-Based Overarching Principles and Recommendations on the Use of Biosimilars in the Treatment of Inflammatory Arthritis in the Gulf Region. BioDrugs 2024; 38:449-463. [PMID: 38402494 PMCID: PMC11055752 DOI: 10.1007/s40259-023-00642-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/28/2023] [Indexed: 02/26/2024]
Abstract
BACKGROUND Though biologic agents have significantly improved the treatment of inflammatory arthritis (rheumatoid arthritis, psoriatic arthritis, and axial spondyloarthritis), high costs, stringent regulations, strict reimbursement criteria, and existing patents have limited patient access to treatments. While being highly similar in quality, safety, and efficacy to biologic reference products, biosimilars can reduce the financial burden and prevent underutilization of medication. OBJECTIVE The objective of this initiative was to develop an evidence-based consensus of overarching principles and recommendations aimed at standardizing the use of biosimilars in treating inflammatory arthritis in the Gulf region. METHODS A task force of practicing rheumatologists, a clinical pharmacist, a health economist, patients, regulators, and payors from across the Gulf region developed recommendations and overarching principles based on the outputs of a systematic literature review conducted to address Patient-Intervention-Comparison-Outcome (PICO) questions specific to key challenges regarding the use of biosimilars for the treatment of inflammatory arthritis in the region. As the data before 2017 have been previously reviewed in another publication, the current review focused on data published between January 2017 and August 2022 (PROSPERO ID CRD42022364002). Consensus on each statement required a level of agreement of 70% or greater. RESULTS Consensus was reached for five overarching principles and nine recommendations by the task force. The principles emphasize the importance of improving the awareness, understanding, and perception of biosimilars, as well as the need for regulated regional real-world data generation and protocols to make biosimilars a viable and affordable treatment option for all patients. The consensus recommendations advocate the need for shared treatment decisions between rheumatologists and patients when considering biosimilars. They further recommend that confirmation of a biosimilar's efficacy and safety in a single indication is sufficient for extrapolation to other diseases for which the reference product has been approved. Finally, there is a need for pharmacovigilance and national health policies governing the adoption and prescription of biosimilars in clinical practice across the region. CONCLUSIONS These are the first consensus recommendations for the Gulf region based on a systematic literature review and Preferred Reporting Items for Systematic Review and Meta-analysis (PRISMA) guidelines, integrating clinical evidence with clinical expertise to optimize decision making for the use of biosimilars in patients with inflammatory arthritis. They were formulated based on predominantly international data because of the limited regional data and therefore can be generalized to serve as recommendations for healthcare professionals in other parts of the world.
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Affiliation(s)
- Khalid A Alnaqbi
- Rheumatology Division, Tawam Hospital, Al Ain, UAE.
- Internal Medicine Department, College of Medicine and Health Sciences, UAE University, Al Ain, UAE.
| | | | - Sara Aldallal
- Dubai Health Authority, Dubai, UAE
- Emirates Health Economics Society, Dubai, UAE
| | - Samar Al Emadi
- Medicine Department, Rheumatology Division, Hamad Medical Corporation, Doha, Qatar
| | - Adeeba Al-Herz
- Rheumatology Department, Al-Amiri Hospital, Kuwait City, Kuwait
| | | | | | - Mohammed A Omair
- Rheumatology Unit, Department of Medicine, King Saud University, Riyadh, Saudi Arabia
| | - Sahar A Saad
- King Hamad University Hospital, Busaiteen, Kingdom of Bahrain
| | - Tore K Kvien
- Center for Treatment of Rheumatic and Musculoskeletal Diseases (REMEDY), Diakonhjemmet Hospital, Oslo, Norway
- Faculty of Medicine, University of Oslo, Oslo, Norway
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11
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Kleinert S, Schuch F, Rapp P, Ronneberger M, Wendler J, Sternad P, Popp F, Bartz-Bazzanella P, von der Decken C, Karberg K, Gauler G, Wurth P, Späthling-Mestekemper S, Kuhn C, Vorbrüggen W, Welcker M. Radiographic and non-radiographic axial spondyloarthritis are not routinely distinguished in everyday clinical care: an analysis of real-world data from rheumatology practices. Rheumatol Int 2024; 44:653-661. [PMID: 37805981 DOI: 10.1007/s00296-023-05463-7] [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: 08/07/2023] [Accepted: 09/07/2023] [Indexed: 10/10/2023]
Abstract
The categorization of axial spondyloarthritis (axSpA) into radiographic (r-axSpA) and non-radiographic (nr-axSpA) subtypes is important in clinical trials but may be of less value in clinical practice. This exploratory cross-sectional, multi-center study evaluated patients with axSpA under routine care at German clinical rheumatology sites (RHADAR real-world database), with a focus on imaging data used for diagnostic classifications. Our analyses included 371 patients with axSpA. The mean (standard deviation [SD]) age was 50.9 (14.0) years, disease duration was 16.4 (13.5) years, and 39.6% were female. Based on the rheumatologist's final assessment, almost half of patients had definite r-axSpA (n = 179; 48.2%), 53 (14.3%) had suspected r-axSpA, 112 (30.2%) had non-radiographic-axSpA (nr-axSpA), and 27 (7.3%) had undefined axSpA. Patients assessed with definite or suspected r-axSpA were more likely to be treated with disease-modifying antirheumatic drugs (DMARDs) (62.0% and 64.2%, respectively) compared with nr-axSpA or undefined axSpA patients (37.5% and 48.1%, respectively). Almost all patients (348/371; 93.8%) had sacroiliac joint imaging data (radiographs or magnetic resonance imaging) documented in their charts, but only 216 (58.2%) had conventional radiographs required for formal diagnosis of r-axSpA by modified New York criteria. Follow-up radiographic imaging in nr-axSpA patients was uncommon (23/216 [25.0%]) but confirmed r-axSpA in 9/23 patients (39.1%). In conclusion, radiographs were available for slightly more than half of axSpA patients. Follow-up imaging was infrequent during rheumatology care in Germany but confirmed r-axSpA in ~ 40% of patients originally considered to have nr-axSpA. The distinction between r-axSpA and nr-axSpA may be ill-defined in routine clinical practice.
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Affiliation(s)
- Stefan Kleinert
- Praxisgemeinschaft Rheumatologie-Nephrologie (PGRN), Möhrendorferstr 1C, Erlangen, Germany.
- Med. Klinik 3, Rheumatologie/Klinische Immunologie, Universitätsklinik Würzburg, Würzburg, Germany.
- RheumaDatenRhePort GbR (A Network of Rheumatologists), Planegg, Germany.
| | - Florian Schuch
- Praxisgemeinschaft Rheumatologie-Nephrologie (PGRN), Möhrendorferstr 1C, Erlangen, Germany
| | - Praxedis Rapp
- Praxisgemeinschaft Rheumatologie-Nephrologie (PGRN), Möhrendorferstr 1C, Erlangen, Germany
| | - Monika Ronneberger
- Praxisgemeinschaft Rheumatologie-Nephrologie (PGRN), Möhrendorferstr 1C, Erlangen, Germany
| | - Joerg Wendler
- Praxisgemeinschaft Rheumatologie-Nephrologie (PGRN), Möhrendorferstr 1C, Erlangen, Germany
| | - Patrizia Sternad
- Medizinisches Versorgungszentrum für Rheumatologie Dr. M. Welcker GmbH, Planegg, Germany
| | - Florian Popp
- Medizinisches Versorgungszentrum für Rheumatologie Dr. M. Welcker GmbH, Planegg, Germany
| | - Peter Bartz-Bazzanella
- RheumaDatenRhePort GbR (A Network of Rheumatologists), Planegg, Germany
- Rhein-Maas Klinikum, Wuerselen, Germany
| | - Cay von der Decken
- RheumaDatenRhePort GbR (A Network of Rheumatologists), Planegg, Germany
- Medizinisches Versorgungszentrum Stolberg, Stolberg, Germany
| | - Kirsten Karberg
- RheumaDatenRhePort GbR (A Network of Rheumatologists), Planegg, Germany
- Praxis für Rheumatologie und Innere Medizin, Berlin, Germany
| | - Georg Gauler
- RheumaDatenRhePort GbR (A Network of Rheumatologists), Planegg, Germany
- Rheumatologische Schwerpunktpraxis, Osnabrück, Germany
| | - Patrick Wurth
- RheumaDatenRhePort GbR (A Network of Rheumatologists), Planegg, Germany
- Rheumatologische Schwerpunktpraxis, Osnabrück, Germany
| | | | - Christoph Kuhn
- RheumaDatenRhePort GbR (A Network of Rheumatologists), Planegg, Germany
- Rheumaärzte GmbH MVZ, Standort Ettlingen, Ettlingen, Germany
| | - Wolfgang Vorbrüggen
- RheumaDatenRhePort GbR (A Network of Rheumatologists), Planegg, Germany
- Verein zur Förderung der Rheumatologie e.V., Würselen, Germany
| | - Martin Welcker
- RheumaDatenRhePort GbR (A Network of Rheumatologists), Planegg, Germany
- Medizinisches Versorgungszentrum für Rheumatologie Dr. M. Welcker GmbH, Planegg, Germany
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12
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Shentu H, Sha S, He Y, He M, Dong N, Huang Z, Lai H, Chen M, Huang J, Huang X. Efficacy of TNF-α Inhibitors in the Treatment of nr-axSpA: A Systematic Review and Meta-Analysis Based on Randomized Controlled Trials. Int Arch Allergy Immunol 2024; 185:590-599. [PMID: 38432201 DOI: 10.1159/000536601] [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: 11/30/2023] [Accepted: 01/30/2024] [Indexed: 03/05/2024] Open
Abstract
INTRODUCTION A growing number of randomized controlled trials (RCTs) have demonstrated the effectiveness of tumor necrosis factor-α (TNF-α) inhibitors in treating non-radiographic axial spondyloarthritis (nr-axSpA). This study aimed to evaluate the efficacy of TNF-α inhibitors in the treatment of nr-axSpA. METHODS PubMed, EMBASE, Web of Science, and the Cochrane Library databases were systematically searched for relevant RCTs using specific keywords up to June 2023. The primary outcome was the proportion of patients who achieved Assessment in SpondyloArthritis international Society 40% (ASAS40). Secondary outcomes included ASAS20, Bath Ankylosing Spondylitis Disease Activity Index 50% (BASDAI50), ASAS partial remission, and ASAS5/6. RESULTS A total of eight RCTs involving 1,376 patients were included. Patients receiving anti-TNF therapy exhibited a higher rate of ASAS40 (pooled RR = 2.36; 95% CI: 1.63-3.42; p < 0.001). In addition, the TNF-α inhibitor group showed higher BASDAI50 rates (pooled RR = 2.06; 95% CI: 1.48-2.89), ASAS20 rates (pooled RR = 1.48; 95% CI: 1.31-1.67), ASAS partial remission rates (pooled RR = 2.33; 95% CI: 1.58-3.43), and ASAS5/6 rates (RR = 3.46; 95% CI: 2.05-5.83) than the placebo group. CONCLUSION The TNF-α inhibitors were effective in treating nr-axSpA.
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Affiliation(s)
- Haojie Shentu
- The Medical Imaging College, Hangzhou Medical College, Hangzhou, China
| | - Suyong Sha
- Emergency Medical Center, Ningbo Yinzhou No. 2 Hospital, Ningbo, China
| | - Yujing He
- The Second Clinical Medical College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Minyang He
- Zhejiang University School of Medicine, Hangzhou, China
| | - Nan Dong
- The Medical Imaging College, Hangzhou Medical College, Hangzhou, China
| | - Zhenwei Huang
- The Medical Imaging College, Hangzhou Medical College, Hangzhou, China
| | - Haijia Lai
- The Medical Imaging College, Hangzhou Medical College, Hangzhou, China
| | - Meiling Chen
- The Public Health College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Jianing Huang
- The Public Health College, Zhejiang Chinese Medical University, Hangzhou, China
| | - Xiaojing Huang
- Emergency Medical Center, Ningbo Yinzhou No. 2 Hospital, Ningbo, China
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13
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Alnaqbi KA, Fazal F, Namas R. From Sand to Excellence: A Deep Dive into Abu Dhabi's Rheumatology Landscape. Mediterr J Rheumatol 2024; 35:73-82. [PMID: 38736955 PMCID: PMC11082762 DOI: 10.31138/mjr.011123.fst] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2023] [Revised: 11/29/2023] [Accepted: 12/20/2023] [Indexed: 05/14/2024] Open
Abstract
The Emirate of Abu Dhabi (AD) is the capital and largest emirate of the United Arab Emirates (UAE). The emirate's economic significance stems from non-oil and oil contributions to GDP. The 2022 GDP of Abu Dhabi was USD 230 billion. The government provides services to its residents through digital platforms such as official websites. The Abu Dhabi Health Insurance Law No. 23 of 2005 mandates that residents have access to necessary medical care and services. There is a paucity in the literature on the available rheumatology services in the Arab region. This review article aims to explore the status of rheumatology services in AD for both residents and visitors. It will include an overview of paediatric and adult rheumatology care, accessibility of diagnostic procedures, the integration of electronic medical records, access to medications, the status of postgraduate education, research, and suggestions on how to enhance rheumatology services in AD as a destination for medical tourism.
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Affiliation(s)
- Khalid A. Alnaqbi
- Division of Rheumatology, Tawam Hospital, Al Ain, United Arab Emirates
- Internal Medicine Department, College of Medicine & Health Sciences, United Arab Emirates
| | - Fahad Fazal
- Rheumatology Department, Mediclinic, Al Ain, United Arab Emirates
| | - Rajaie Namas
- Division of Rheumatology, Department of Internal Medicine, Cleveland Clinic Abu Dhabi, Abu Dhabi, United Arab Emirates
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14
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Poddubnyy D, Sieper J, Akar S, Muñoz‐Fernández S, Haibel H, Diekhoff T, Protopopov M, Altmaier E, Ganz F, Inman RD. Radiographic Progression in Sacroiliac Joints in Patients With Axial Spondyloarthritis: Results From a Five-Year International Observational Study. ACR Open Rheumatol 2024; 6:103-110. [PMID: 38111125 PMCID: PMC10867293 DOI: 10.1002/acr2.11642] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 10/04/2023] [Accepted: 10/09/2023] [Indexed: 12/20/2023] Open
Abstract
OBJECTIVE To evaluate progression from nonradiographic (nr-) to radiographic axial spondyloarthritis (r-axSpA) over 5 years in patients with recently diagnosed (≤1 year) axSpA fulfilling the Assessment of SpondyloArthritis international Society (ASAS) classification criteria. METHODS A prospsective, observational study (Patients with Axial Spondyloarthritis: Multi-Country Registry of Clinical Characteristics) was conducted in rheumatology practices in 29 countries. Baseline and follow-up radiographs of sacroiliac joints were centrally evaluated by three readers according to the grading system of the modified New York criteria for patients initially classified as nr-axSpA. Radiographic progression from nr-axSpA to r-axSpA was evaluated by Kaplan-Meier analysis. Cox proportional regression analyses for progression from nr-axSpA to r-axSpA were also conducted. RESULTS Among 2,165 patients with axSpA, 1,612 (74%) were classified as having r-axSpA (1,050 [65%]) or nr-axSpA (562 [35%]) by central reading. Of 246 patients with nr-axSpA (mean [SD] symptom duration: 4.4 [6.2] years) who had at least one follow-up sacroiliac joint radiograph, progression from nr-axSpA to r-axSpA at any follow-up visit was observed in 40 patients (16%) over 5 years. Mean time to radiographic progression was 2.4 years (ranging from 0.9 to 5.1 years). Progression to r-axSpA was associated with male sex (hazard ratio [HR] 3.16 [95% CI 1.22-8.17]), fulfillment of the imaging arm of the ASAS classification criteria (HR 6.64 [1.37-32.25]), and good response to nonsteroidal anti-inflammatory drugs (HR 4.66 [1.23-17.71]). CONCLUSION 16% of patients with nr-axSpA progressed to r-axSpA within 5 years. Male sex, fulfillment of the imaging arm of the ASAS criteria, and good response to nonsteroidal anti-inflammatory drugs were predictors of radiographic progression in patients with recently diagnosed axSpA.
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Affiliation(s)
- Denis Poddubnyy
- Charité‐Universitätsmedizin Berlin and German Rheumatism Research CenterBerlinGermany
| | | | | | | | | | | | | | | | | | - Robert D. Inman
- Schroeder Arthritis Institute, University of TorontoTorontoOntarioCanada
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15
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Michelena X, Zhao SS, Marco-Pascual C, Almirall M, Collantes-Estevez E, Font-Ugalde P, López-Medina C, Wei JCC, Morgan AW, Rodríguez J, Juanola X, Vázquez-Mellado J, Marzo-Ortega H. Diagnostic delay is associated with uveitis and inflammatory bowel disease in AS: a study of extra-musculoskeletal manifestations in SpA. Rheumatology (Oxford) 2024; 63:430-435. [PMID: 37184889 PMCID: PMC10836992 DOI: 10.1093/rheumatology/kead225] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2022] [Revised: 03/27/2023] [Accepted: 05/06/2023] [Indexed: 05/16/2023] Open
Abstract
OBJECTIVES To examine the prevalence of extra-musculoskeletal manifestations (EMM) and the association between diagnostic delay and their incidence in AS and PsA. METHODS This was a retrospective, cohort study comprising two single centre cohorts in Europe and one multicentre cohort in Latin America (RESPONDIA). Crude prevalence of EMMs (uveitis, IBD and psoriasis) was calculated across geographic area and adjusted by direct standardization. Cox proportional hazard analysis was performed to assess the association between diagnostic delay and EMM incidence. RESULTS Of 3553 patients, 2097 had AS and 1456 had PsA. The overall prevalence of uveitis was 22.9% (95% CI: 21.1, 24.8) in AS and 3.8% (95% CI: 2.9, 5.0) in PsA; 8.1% (95% CI: 7.0, 9.4) and 2.1% (1.3, 2.9), respectively, for IBD; and 11.0% (95% CI: 9.7, 12.4) and 94.6% (93.0, 95.9), respectively, for psoriasis. The EMM often presented before the arthritis (uveitis 45.1% and 33.3%, and IBD 37.4% and 70%, in AS and PsA, respectively). In the multivariable model, longer diagnostic delay (≥5 years) associated with more uveitis (hazard ratio [HR] 4.01; 95% CI: 3.23, 4.07) and IBD events (HR 1.85; 95% CI: 1.28, 2.67) in AS. Diagnostic delay was not significantly associated with uveitis (HR 1.57; 95% CI: 0.69, 3.59) or IBD events (HR 1.59; 95% CI: 0.39, 6.37) in PsA. CONCLUSION EMMs are more prevalent in AS than PsA and often present before the onset of the articular disease. A longer diagnostic delay is associated with the 'de novo' appearance of uveitis and IBD in AS, highlighting the need to enhance diagnostic strategies to shorten the time from first symptom to diagnosis in SpA.
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Affiliation(s)
- Xabier Michelena
- Rheumatology Unit, Vall d’Hebron Hospital Universitari, Vall d’Hebron Barcelona Hospital Campus, Barcelona, Spain
- NIHR Leeds BRC, Leeds Teaching Hospitals NHS Trust and School of Medicine, University of Leeds, Leeds, UK
| | - Sizheng Steven Zhao
- Centre for Epidemiology Versus Arthritis, Division of Musculoskeletal and Dermatological Science, The University of Manchester, Manchester, UK
| | - Carla Marco-Pascual
- Rheumatology Unit, Hospital Dos de Maig—Consorci Sanitari Integral, Barcelona, Spain
- Rheumatology Unit, Bellvitge University Hospital, L’Hospitalet de Llobregat, Spain
| | - Miriam Almirall
- NIHR Leeds BRC, Leeds Teaching Hospitals NHS Trust and School of Medicine, University of Leeds, Leeds, UK
| | - Eduardo Collantes-Estevez
- Rheumatology Unit, Reina Sofia University Hospital and Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC), University of Córdoba, Córdoba, Spain
| | - Pilar Font-Ugalde
- Rheumatology Unit, Reina Sofia University Hospital and Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC), University of Córdoba, Córdoba, Spain
| | - Clementina López-Medina
- Rheumatology Unit, Reina Sofia University Hospital and Maimonides Institute for Research in Biomedicine of Cordoba (IMIBIC), University of Córdoba, Córdoba, Spain
| | - James Cheng-Chung Wei
- Division of Allergy, Immunology and Rheumatology, Department of Internal Medicine, Chung Shan Medical University Hospital, Taichung, Taiwan
| | - Ann W Morgan
- NIHR Leeds BRC, Leeds Teaching Hospitals NHS Trust and School of Medicine, University of Leeds, Leeds, UK
| | - Jesús Rodríguez
- Rheumatology Unit, Bellvitge University Hospital, L’Hospitalet de Llobregat, Spain
| | - Xavier Juanola
- Rheumatology Unit, Bellvitge University Hospital, L’Hospitalet de Llobregat, Spain
| | | | - Helena Marzo-Ortega
- NIHR Leeds BRC, Leeds Teaching Hospitals NHS Trust and School of Medicine, University of Leeds, Leeds, UK
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16
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Hannah L, von Sophie R, Gabriella RM, Daniela B, Harriet M, Britta H, Felix S, Fabian P, Felix M, Katharina B, Sebastian K, Marc S, Nicolas V, Georg S, Andreas R, Johannes K. Stepwise asynchronous telehealth assessment of patients with suspected axial spondyloarthritis: results from a pilot study. Rheumatol Int 2024; 44:173-180. [PMID: 37316631 PMCID: PMC10766678 DOI: 10.1007/s00296-023-05360-z] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2023] [Accepted: 05/31/2023] [Indexed: 06/16/2023]
Abstract
Patients with axial spondyloarthritis (axSpA) suffer from one of the longest diagnostic delays among all rheumatic diseases. Telemedicine (TM) may reduce this diagnostic delay by providing easy access to care. Diagnostic rheumatology telehealth studies are scarce and largely limited to traditional synchronous approaches such as resource-intensive video and telephone consultations. The aim of this study was to investigate a stepwise asynchronous telemedicine-based diagnostic approach in patients with suspected axSpA. Patients with suspected axSpA completed a fully automated digital symptom assessment using two symptom checkers (SC) (bechterew-check and Ada). Secondly, a hybrid stepwise asynchronous TM approach was investigated. Three physicians and two medical students were given sequential access to SC symptom reports, laboratory and imaging results. After each step, participants had to state if axSpA was present or not (yes/no) and had to rate their perceived decision confidence. Results were compared to the final diagnosis of the treating rheumatologist. 17 (47.2%) of 36 included patients were diagnosed with axSpA. Diagnostic accuracy of bechterew-check, Ada, TM students and TM physicians was 47.2%, 58.3%, 76.4% and 88.9% respectively. Access to imaging results significantly increased sensitivity of TM-physicians (p < 0.05). Mean diagnostic confidence of false axSpA classification was not significantly lower compared to correct axSpA classification for both students and physicians. This study underpins the potential of asynchronous physician-based telemedicine for patients with suspected axSpA. Similarly, the results highlight the need for sufficient information, especially imaging results to ensure a correct diagnosis. Further studies are needed to investigate other rheumatic diseases and telediagnostic approaches.
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Affiliation(s)
- Labinsky Hannah
- Department of Internal Medicine 3, Rheumatology and Immunology Friedrich, Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum für Immuntherapie, Friedrich-Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
- Department of Internal Medicine 2, Rheumatology/Clinical Immunology, University Hospital Würzburg, Oberdürrbacher Straße 6, 97080, Würzburg, Germany
| | - Rohr von Sophie
- Department of Internal Medicine 3, Rheumatology and Immunology Friedrich, Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum für Immuntherapie, Friedrich-Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Raimondo Maria Gabriella
- Department of Internal Medicine 3, Rheumatology and Immunology Friedrich, Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum für Immuntherapie, Friedrich-Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Bohr Daniela
- Department of Internal Medicine 3, Rheumatology and Immunology Friedrich, Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum für Immuntherapie, Friedrich-Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Morf Harriet
- Department of Internal Medicine 3, Rheumatology and Immunology Friedrich, Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum für Immuntherapie, Friedrich-Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Horstmann Britta
- Department of Internal Medicine 3, Rheumatology and Immunology Friedrich, Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum für Immuntherapie, Friedrich-Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Seese Felix
- Department of Internal Medicine 3, Rheumatology and Immunology Friedrich, Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum für Immuntherapie, Friedrich-Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Proft Fabian
- Department of Gastroenterology, Infectiology and Rheumatology (Including Nutrition Medicine), Charité Universitätsmedizin Berlin, Berlin, Germany
| | - Muehlensiepen Felix
- Brandenburg Medical School, Centre for Health Services Research Brandenburg, Rüdersdorf, Germany
- Brandenburg Medical School, Faculty of Health Sciences Brandenburg, Neuruppin, Germany
- Université Grenoble Alpes, AGEIS, Grenoble, France
| | - Boy Katharina
- Brandenburg Medical School, Centre for Health Services Research Brandenburg, Rüdersdorf, Germany
- Brandenburg Medical School, Faculty of Health Sciences Brandenburg, Neuruppin, Germany
| | - Kuhn Sebastian
- Institute of Digital Medicine, Philipps-University & University Hospital of Giessen and Marburg, Marburg, Germany
| | - Schmalzing Marc
- Department of Internal Medicine 2, Rheumatology/Clinical Immunology, University Hospital Würzburg, Oberdürrbacher Straße 6, 97080, Würzburg, Germany
| | - Vuillerme Nicolas
- Université Grenoble Alpes, AGEIS, Grenoble, France
- Institut Universitaire de France, Paris, France
- LabCom Telecom4Health, Orange Labs & University Grenoble Alpes, CNRS, Inria, Grenoble INP-UGA, Grenoble, France
| | - Schett Georg
- Department of Internal Medicine 3, Rheumatology and Immunology Friedrich, Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum für Immuntherapie, Friedrich-Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Ramming Andreas
- Department of Internal Medicine 3, Rheumatology and Immunology Friedrich, Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany
- Deutsches Zentrum für Immuntherapie, Friedrich-Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany
| | - Knitza Johannes
- Department of Internal Medicine 3, Rheumatology and Immunology Friedrich, Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Ulmenweg 18, 91054, Erlangen, Germany.
- Deutsches Zentrum für Immuntherapie, Friedrich-Alexander University Erlangen-Nürnberg and Universitätsklinikum Erlangen, Erlangen, Germany.
- Université Grenoble Alpes, AGEIS, Grenoble, France.
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Constant C, Aubin CE, Kremers HM, Garcia DVV, Wyles CC, Rouzrokh P, Larson AN. The use of deep learning in medical imaging to improve spine care: A scoping review of current literature and clinical applications. NORTH AMERICAN SPINE SOCIETY JOURNAL 2023; 15:100236. [PMID: 37599816 PMCID: PMC10432249 DOI: 10.1016/j.xnsj.2023.100236] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/20/2023] [Accepted: 06/14/2023] [Indexed: 08/22/2023]
Abstract
Background Artificial intelligence is a revolutionary technology that promises to assist clinicians in improving patient care. In radiology, deep learning (DL) is widely used in clinical decision aids due to its ability to analyze complex patterns and images. It allows for rapid, enhanced data, and imaging analysis, from diagnosis to outcome prediction. The purpose of this study was to evaluate the current literature and clinical utilization of DL in spine imaging. Methods This study is a scoping review and utilized the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) methodology to review the scientific literature from 2012 to 2021. A search in PubMed, Web of Science, Embased, and IEEE Xplore databases with syntax specific for DL and medical imaging in spine care applications was conducted to collect all original publications on the subject. Specific data was extracted from the available literature, including algorithm application, algorithms tested, database type and size, algorithm training method, and outcome of interest. Results A total of 365 studies (total sample of 232,394 patients) were included and grouped into 4 general applications: diagnostic tools, clinical decision support tools, automated clinical/instrumentation assessment, and clinical outcome prediction. Notable disparities exist in the selected algorithms and the training across multiple disparate databases. The most frequently used algorithms were U-Net and ResNet. A DL model was developed and validated in 92% of included studies, while a pre-existing DL model was investigated in 8%. Of all developed models, only 15% of them have been externally validated. Conclusions Based on this scoping review, DL in spine imaging is used in a broad range of clinical applications, particularly for diagnosing spinal conditions. There is a wide variety of DL algorithms, database characteristics, and training methods. Future studies should focus on external validation of existing models before bringing them into clinical use.
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Affiliation(s)
- Caroline Constant
- Orthopedic Surgery AI Laboratory, Mayo Clinic, 200 1st St Southwest, Rochester, MN, 55902, United States
- Polytechnique Montreal, 2500 Chem. de Polytechnique, Montréal, QC H3T 1J4, Canada
- AO Research Institute Davos, Clavadelerstrasse 8, CH 7270, Davos, Switzerland
| | - Carl-Eric Aubin
- Polytechnique Montreal, 2500 Chem. de Polytechnique, Montréal, QC H3T 1J4, Canada
| | - Hilal Maradit Kremers
- Orthopedic Surgery AI Laboratory, Mayo Clinic, 200 1st St Southwest, Rochester, MN, 55902, United States
| | - Diana V. Vera Garcia
- Orthopedic Surgery AI Laboratory, Mayo Clinic, 200 1st St Southwest, Rochester, MN, 55902, United States
| | - Cody C. Wyles
- Orthopedic Surgery AI Laboratory, Mayo Clinic, 200 1st St Southwest, Rochester, MN, 55902, United States
- Department of Orthopedic Surgery, Mayo Clinic, 200, 1st St Southwest, Rochester, MN, 55902, United States
| | - Pouria Rouzrokh
- Orthopedic Surgery AI Laboratory, Mayo Clinic, 200 1st St Southwest, Rochester, MN, 55902, United States
- Radiology Informatics Laboratory, Mayo Clinic, 200, 1st St Southwest, Rochester, MN, 55902, United States
| | - Annalise Noelle Larson
- Orthopedic Surgery AI Laboratory, Mayo Clinic, 200 1st St Southwest, Rochester, MN, 55902, United States
- Department of Orthopedic Surgery, Mayo Clinic, 200, 1st St Southwest, Rochester, MN, 55902, United States
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18
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Eshed I, Diekhoff T, Hermann KGA. Is it time to move on from pelvic radiography as the first-line imaging modality for suspected sacroiliitis? Curr Opin Rheumatol 2023; 35:219-225. [PMID: 36728773 DOI: 10.1097/bor.0000000000000925] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/03/2023]
Abstract
PURPOSE OF REVIEW Pelvic radiography in which structural lesions characteristic of sacroiliitis can be detected, is recommended as the first imaging modality when axial spondyloarthritis (axSpA) is suspected clinically. However, cross-sectional modalities like computed tomography (CT) and magnetic resonance imaging (MRI) are superior to radiographs for diagnosing sacroiliitis. Thus, we currently debate the role of radiography as first imaging modality in the diagnostic workup of axSpA. RECENT FINDINGS Diagnosing sacroiliitis on pelvic radiographs is challenging with large interobserver and intraobserver variation. Low-dose CT (ldCT) of the sacroiliac joints (SIJs) was proved to be more sensitive and reliable than radiographs with comparable ionizing radiation exposure. MRI is the preferred modality for detecting early SIJ inflammation, well before structural lesions evolve. New, promising MRI sequences sensitive to cortical bone improve erosion detection, making MRI a one-stop shop for the diagnosis of sacroiliitis. SUMMARY Given the debatable additive value of pelvic radiographs for the detection of sacroiliitis, and the presence of excellent alternatives for imaging the bony cortex of the SIJs such as ldCT and MRI with state-of-the-art sequences sensitive to cortical bone, it is high time to discuss the use of these more accurate modalities instead of radiographs.
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Affiliation(s)
- Iris Eshed
- Department of Diagnostic Imaging, Sheba Medical Center, Tel Hashomer, Israel, affiliated with the Sackler School of Medicine, Tel Aviv University, Tel-Aviv, Israel
| | - Torsten Diekhoff
- Department of Radiology (CCM), Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität Zu Berlin, Freie Universität Berlin, Charitéplatz 1, Berlin, Germany
| | - Kay Geert A Hermann
- Department of Radiology (CCM), Charité - Universitätsmedizin Berlin, Campus Mitte, Humboldt-Universität Zu Berlin, Freie Universität Berlin, Charitéplatz 1, Berlin, Germany
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19
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Chung DXY, Loo YE, Kwan YH, Phang JK, Woon TH, Goh WR, Angkodjojo S, Fong W. Association of anxiety, depression and resilience with overall health and functioning in axial spondyloarthritis (axSpA): a cross-sectional study. BMJ Open 2023; 13:e071944. [PMID: 37156581 PMCID: PMC10174021 DOI: 10.1136/bmjopen-2023-071944] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 05/10/2023] Open
Abstract
OBJECTIVES To evaluate the association between anxiety, depression and resilience with overall health and functioning in axial spondyloarthritis (axSpA). DESIGN Cross-sectional evaluation of baseline data from a prospective cohort study, with recruitment from January 2018 to March 2021. SETTING Outpatient clinic in a tertiary hospital in Singapore. PARTICIPANTS Patients aged 21 years and above who were diagnosed with axSpA. OUTCOME MEASURES The Hospital Anxiety and Depression Scale (HADS) was used for assessing anxiety and depression, 10-item Connor Davidson Resilience Scale (CD-RISC-10) for resilience, Bath Ankylosing Spondylitis Disease Activity Index (BASDAI) for disease activity, Bath Ankylosing Spondylitis Functional Index (BASFI) for functional limitation and Assessment of SpondyloArthritis International Society Health Index (ASAS HI) for overall health and functioning. Univariable and multivariable linear regression analyses were performed to assess the association between anxiety, depression and resilience with health and functioning. RESULTS We included 296 patients in this study. The median (IQR) score for HADS-Anxiety was 5.0 (2.0-8.0), with 13.5% and 13.9% having borderline abnormal and abnormal anxiety, respectively. The median (IQR) score for HADS-Depression was 3.0 (1.0-7.0), with 12.8% and 8.4% having borderline abnormal and abnormal depression, respectively. The median (IQR) CD-RISC-10 score was 29.0 (23.0-32.0) while the median (IQR) ASAS HI score was 4.0 (2.0-7.0). Apart from BASDAI, BASFI and disease duration, anxiety and depression were associated with overall health and functioning (β: 0.12, 95% CI 0.03, 0.20; β: 0.20, 95% CI 0.09, 0.31) in the multivariable linear regression. Level of resilience was not associated with health and functioning. CONCLUSION Anxiety and depression, but not resilience, were associated with poorer health and functioning. Clinicians could consider routinely screening for anxiety and depression in their patients, especially in patients with more severe symptoms.
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Affiliation(s)
| | - Ying Ern Loo
- Department of Medicine, National University of Singapore, Singapore
| | - Yu Heng Kwan
- Program in Health Services and Systems Research, Duke-NUS Medical School, Singapore
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore
- Department of Pharmacy, Faculty of Science, National University of Singapore, Singapore
| | - Jie Kie Phang
- Centre for Population Health Research and Implementation, SingHealth Regional Health System, Singapore
| | - Ting Hui Woon
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore
| | - Wei Rui Goh
- Department of General Medicine (Rheumatology), Sengkang General Hospital, Singapore
| | - Stanley Angkodjojo
- Department of General Medicine (Rheumatology), Sengkang General Hospital, Singapore
| | - Warren Fong
- Department of Medicine, National University of Singapore, Singapore
- Department of Rheumatology and Immunology, Singapore General Hospital, Singapore
- Duke-NUS Medical School, Singapore
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Navarro-Compán V, Ermann J, Poddubnyy D. A glance into the future of diagnosis and treatment of spondyloarthritis. Ther Adv Musculoskelet Dis 2022; 14:1759720X221111611. [PMID: 35898564 PMCID: PMC9310200 DOI: 10.1177/1759720x221111611] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 06/18/2022] [Indexed: 11/16/2022] Open
Abstract
The last two decades have seen major developments in the field of spondyloarthritis (SpA), but there are still important unmet needs to address. In the future, we envisage important advances in the diagnosis and treatment of SpA. In the diagnosis of SpA, the use of online and social media tools will increase awareness of the disease and facilitate the referral of patients to rheumatology clinics. In addition, more specific diagnostic tests will be available, especially advanced imaging methods and new biomarkers. This will allow most patients to be diagnosed at an early stage of the disease. In the treatment of SpA, an increasing number of novel treatment targets can be expected, most of which will be directed against intracellular enzymes. We hope to see more strategy trials shaping treatment pathways in SpA and accommodating principals of precision medicine. Approved treatment options will be available for both axial and peripheral SpA. We also hope to intervene not only at the inflammation level but also at the level of underlying immunological processes that might be associated with a higher probability of long-standing remission if not a cure. Finally, artificial intelligence techniques will allow for the analysis of large-scale data to answer relevant research questions for the diagnosis and management of patients with SpA.
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Affiliation(s)
| | - Joerg Ermann
- Division of Rheumatology, Inflammation and
Immunity, Brigham and Women’s Hospital and Harvard Medical School, Boston,
MA, USA
| | - Denis Poddubnyy
- Department of Gastroenterology, Infectiology
and Rheumatology (Including Nutrition Medicine), Charité –
Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and
Humboldt-Universität zu Berlin, Hindenburgdamm 30, Berlin 12203,
Germany
- Epidemiology Unit, German Rheumatism Research
Centre, Berlin, Germany
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