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2.
Semin Arthritis Rheum ; 65: 152384, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38325053

ABSTRACT

OBJECTIVE: To develop a reference image atlas for the Outcome Measures in Rheumatology whole-body MRI scoring system for inflammation in peripheral joints and entheses (OMERACT MRI-WIPE) of the knee region. METHODS: Image examples of each pathology, location and grade, were collected and discussed at web-based, interactive meetings within the OMERACT MRI in Arthritis Working Group. Subsequently, reference images were selected by consensus. RESULTS: Reference images for each grade, pathology and location are depicted, along with definitions, reader rules and recommended MRI-sequences. CONCLUSION: The atlas guides scoring whole-body MRIs for inflammation in joints and entheses of the knee region according to MRI-WIPE methodology in clinical trials and cohorts.


Subject(s)
Inflammation , Spondylarthritis , Humans , Inflammation/diagnostic imaging , Spondylarthritis/diagnostic imaging , Magnetic Resonance Imaging/methods , Whole Body Imaging/methods , Severity of Illness Index , Reproducibility of Results
3.
Semin Arthritis Rheum ; 65: 152383, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38325055

ABSTRACT

OBJECTIVE: To develop a reference image atlas for scoring the hip/pelvis region according to the OMERACT whole-body MRI scoring system for inflammation in peripheral joints and entheses (MRI-WIPE). METHODS: We collected image examples of each pathology, location and grade, discussed them at web-based, interactive meetings and, finally, selected reference images by consensus. RESULTS: Reference images for each grade and location of osteitis, synovitis and soft tissue inflammation are provided, as are definitions, reader rules and recommended MRI-sequences. CONCLUSION: A reference image atlas was created to guide scoring whole-body MRIs for arthritis and enthesitis in the hip/pelvis region in spondyloarthritis/psoriatic arthritis clinical trials and cohorts.


Subject(s)
Spondylarthritis , Synovitis , Humans , Inflammation/diagnostic imaging , Spondylarthritis/diagnostic imaging , Synovitis/diagnostic imaging , Magnetic Resonance Imaging/methods , Pelvis/diagnostic imaging , Reproducibility of Results
4.
Joint Bone Spine ; 90(3): 105536, 2023 05.
Article in English | MEDLINE | ID: mdl-36708758

ABSTRACT

INTRODUCTION: Previous international mass-media campaigns for low back pain (LBP) have had conflicting impacts on the general population. The objective was to evaluate the impact of a national back pain campaign conducted between 2017 and 2019 on beliefs and behaviours of general practitioners and the general population in France. METHODS: Between 2017 and 2019, a mass-media campaign was used to disseminate positive messages about LBP using several media, along with a parallel campaign addressed to general practitioners. An email survey before the campaign and 6 and 18 months after the campaign started evaluated beliefs and behaviours among a representative sample of the 2 target populations (3500 people from the general population and 700 general practitioners before the campaign, and 2000 people and 300 general practitioners 6 and 18 months after). RESULTS: Overall, 56% of the general population respondents before the campaign and 74% and 75% at 6 and 18 months after adhered to the statement "One should maintain physical activity" when dealing with LBP. Conversely, the percentage adhering to the statement "The best treatment is resting" decreased significantly from 68% before the campaign to 45% at 6 and 18 months after. Physicians reported delivering more reassurance and giving more documentation to patients after the campaign. They prescribed less sick leave during the first consultation (65% before the campaign, 46% and 30% at 6 and 18 months after). CONCLUSION: A mass-media campaign aimed at the public and general practitioners in France significantly modified beliefs and behaviours about LBP.


Subject(s)
General Practitioners , Low Back Pain , Humans , Low Back Pain/diagnosis , Low Back Pain/therapy , Health Knowledge, Attitudes, Practice , Back Pain , Surveys and Questionnaires
5.
Joint Bone Spine ; 89(6): 105436, 2022 11.
Article in English | MEDLINE | ID: mdl-35777553

ABSTRACT

OBJECTIVE: To investigate whether bone marrow edema (BME) fulfilling the ASAS definition of magnetic resonance imaging (MRI) sacroiliitis is associated with non-inflammatory spine abnormalities in patients with definite mechanical chronic back pain (CBP). METHODS: Patients with definite mechanical CBP, according to the physician, started before the age of 45 and be lasting for more than 3months but less than 3years underwent a protocolized MRI and radiographs of sacroiliac joint (SIJ) and spine. BME and structural changes were scored, by three readers, for SIJ as well as non-inflammatory abnormalities for spine, including degenerative lesions and static disorders. Univariate analysis by Chi2 test was performed to search a statistical association between BME fulfilling the ASAS definition of MRI sacroiliitis and the presence of at least one non-inflammatory spine abnormality. RESULTS: A total of 94 patients were analyzed, 27 (29%) patients had BME and 16 (17%) patients had BME fulfilling the ASAS definition of MRI sacroiliitis; 86 (91.5%) patients had at least one non-inflammatory spine abnormality which are associated into 3 distinct clusters. BME was slightly more frequent at the lower and posterior part of the SIJ. MRI sacroiliitis was associated with interspinous bursitis, facet joint effusion and lateral spinal deviation and was more likely in patients with at least one non-inflammatory spine abnormality (OR: 4.96, 95% CI [1.47; 16.72]). CONCLUSIONS: BME fulfilling the ASAS definition of MRI sacroiliitis is significantly associated with non-inflammatory spine abnormalities in patients with mechanical CBP.


Subject(s)
Bone Marrow Diseases , Musculoskeletal Abnormalities , Sacroiliitis , Spondylarthritis , Humans , Child, Preschool , Sacroiliac Joint/diagnostic imaging , Sacroiliac Joint/pathology , Sacroiliitis/diagnostic imaging , Spondylarthritis/complications , Spondylarthritis/diagnostic imaging , Spondylarthritis/pathology , Edema/diagnostic imaging , Edema/pathology , Bone Marrow Diseases/diagnostic imaging , Bone Marrow Diseases/complications , Bone Marrow Diseases/pathology , Back Pain/diagnostic imaging , Back Pain/etiology , Magnetic Resonance Imaging/methods
6.
Joint Bone Spine ; 89(4): 105370, 2022 07.
Article in English | MEDLINE | ID: mdl-35248736

ABSTRACT

OBJECTIVES: To assess the interest of MRI and ultrasonography (US) in identifying early and advanced interphalangeal (IP) OA. METHODS: We conducted a case-control study including patients with symptomatic hand OA (n=33) and young healthy volunteers (n=26). Proximal and distal IP joints were graded according to Kellgren and Lawrence (KL) grades. In OA patients, we separated IP joints into 2 groups: "at risk of OA" joints (potential early pre-radiographic OA joints, KL=0) and OA joints (KL=2-4). All IP joints from healthy participants were KL=0 and were considered strictly normal IP joints. Concurrently, synovitis, effusion, erosions, osteophytes, bone marrow lesions, cysts and cartilage space loss were graded by MRI and/or US. We assessed their prevalence, severity and diagnostic performance in hand OA and then compared normal IP joints from healthy participants and "at risk of OA" IP joints from OA patients as well as "at risk of OA" and OA IP joints from OA patients. RESULTS: The prevalence and grade of most MRI/US-detected lesions were higher in IP joints from OA patients than healthy participants. Except for osteophyte assessment, MRI seemed more sensitive than US. We found more MRI/US-detected lesions in "at risk of OA" IP joints than normal joints but also in OA than "at risk of OA" joints from OA patients. US appeared both sensitive and specific for detecting osteophytes in joints without radiographic abnormalities. CONCLUSIONS: MRI and US give good performance for detecting radiographic and pre-radiographic OA lesions and could be interesting tools to identify early hand OA.


Subject(s)
Osteoarthritis , Osteophyte , Case-Control Studies , Humans , Magnetic Resonance Imaging , Osteoarthritis/epidemiology , Osteophyte/diagnostic imaging , Osteophyte/pathology , Ultrasonography
8.
Eur Spine J ; 31(1): 159-166, 2022 01.
Article in English | MEDLINE | ID: mdl-34605990

ABSTRACT

PURPOSE: The COVID-19 pandemic and the extended lockdown are associated with numerous changes in behavior and lifestyles. The objective was to assess the impact of the first lockdown on LBP course among chronic LBP patients. METHODS: Descriptive and analytical, cross-sectional, multicenter study, conducted by questionnaire from mid-May to end of June 2020 among patients treated for chronic LBP in 6 French and 1 Swiss center. Collected data concerned changes in LBP intensity during lockdown, lockdown experience, physical activity (PA) practice and sedentary lifestyle prior and during lockdown, recourse to care, consumption of psychoactive substances for LBP, and professional activity and its conditions during lockdown. RESULTS: 360 participants (58.6% women, 52.1 ± 13.4 years) were included of which 65% were active (63% keep on working of which 54% teleworked). LBP got worse in 41.1%, mean VAS went from 49.5 ± 21.6 before to 53.5 ± 22.4 during lockdown (p < 0.001) and needed increase of treatment by 29% but very few people increased their consumption psychoactive substances for analgesia. Half of participants had well-experienced lockdown. Findings revealed a significant decrease in PA and increase of sedentary during lockdown (p < 0.0001). Good experience of lockdown was associated with LBP improvement (OR = 0.6 [0.3-0.9]) and decrease of PA with LBP worsening (OR = 1.9 [1.1-3.2]). Teleworking was also associated with LBP worsening. Gender, age, or BMI did not influence LBP course. CONCLUSION: These findings indicate that chronic LBP people suffered from increase in self-perceived LBP during lockdown and help to better understand the factors associated with their condition.


Subject(s)
COVID-19 , Low Back Pain , Communicable Disease Control , Cross-Sectional Studies , Female , Humans , Low Back Pain/epidemiology , Male , Pandemics , SARS-CoV-2
9.
Ann Phys Rehabil Med ; 64(6): 101548, 2021 Nov.
Article in English | MEDLINE | ID: mdl-34192564

ABSTRACT

BACKGROUND: Indications and techniques of rehabilitation differ widely across types of lumbar surgery, including timing (before or after surgery) and prescriptions (surgeons but also medical or paramedical professionals). OBJECTIVES: This project aimed to build consensual recommendations for practice in this context. METHODS: The SOFMER methodology was used to establish recommendations for physical medicine and rehabilitation: a steering committee defined the types of lumbar surgery involved and developed the main questions to be addressed; a scientific committee performed a literature review for grading evidence and proposed the first version of recommendations, which were discussed during a dedicated session at the national Physical and Rehabilitation Medicine congress; then an e-Delphi method with cross-professional experts was used to finalise recommendations and reach a multidisciplinary consensus. RESULTS: The main questions developed were the value of rehabilitation before and after surgery, timing and type of rehabilitation, benefit of supervision and instrumental rehabilitation, value of patient education, and complementary interventions concerning rehabilitation for discectomy, fusion, and disc prosthesis (excluding decompression for spinal stenosis). The literature review identified 60 articles, but for several of the questions, no article in the literature addressed the issue. The multidisciplinary scientific committee analysed the literature and addressed the questions to propose the first version of a set of 23 recommendations. The congress session failed to answer all questions or to reach consensus for all items. After a three-step e-Delphi, 20 recommendations were retained, for which consensus among experts was reached. The recommendations are applicable only to patients without a neurological lesion. CONCLUSIONS: These recommendations provide important and consensual knowledge to assist clinicians in decision-making for rehabilitation in lumbar surgery. Despite many of the recommendations relying exclusively on expert opinion rather than published evidence, this approach is an important advance to improve concordance among healthcare professionals.

10.
Semin Arthritis Rheum ; 51(4): 940-945, 2021 08.
Article in English | MEDLINE | ID: mdl-34140185

ABSTRACT

OBJECTIVE: To validate reliability, correlation and responsiveness of two whole-body MRI scores for the hip/pelvis region in spondyloarthritis. METHODS: Assessment of hip/pelvis inflammation in 4 multi-reader exercises using the OMERACT MRI Whole-body score for Inflammation in Peripheral joints and Entheses (MRI-WIPE) and Hip Inflammation Magnetic Resonance Imaging Scoring System (HIMRISS). RESULTS: In exercises 3-4 (11/20 cases, respectively; 9 readers) reliability was mostly good for the 3 best calibrated readers. Median pairwise single-measure ICC for status were 0.58-0.65 (WIPE-osteitis), 0.10-0.88 (HIMRISS-osteitis) and for status/change 0.38-0.72/0.52-0.60 (WIPE-synovitis/effusion) and 0.68-0.89/0.78-0.85 (HIMRISS-synovitis/effusion). SRM was 1.23 for WIPE-osteitis, while lower for WIPE-synovitis/effusion and HIMRISS. CONCLUSION: MRI-WIPE and HIMRISS may after further validation be useful in future spondyloarthritis trials.


Subject(s)
Spondylarthritis , Humans , Magnetic Resonance Imaging , Pelvis , Reproducibility of Results , Severity of Illness Index , Spondylarthritis/diagnostic imaging
11.
Semin Arthritis Rheum ; 51(4): 933-939, 2021 08.
Article in English | MEDLINE | ID: mdl-34176643

ABSTRACT

OBJECTIVE: To perform region-based development of whole-body MRI through validation of knee region scoring systems in spondyloarthritis (SpA). METHODS: Assessment of knee inflammatory pathologies using 2 systems, OMERACT MRI Whole-body score for Inflammation in Peripheral joints and Entheses (MRI-WIPE) and Knee Inflammation MRI Scoring System (KIMRISS), in 4 iterative multi-reader exercises. RESULTS: In the final exercise, reliability was mostly good for readers with highest agreement in previous exercise. Median pairwise single-measure ICCs for osteitis and synovitis/effusion status/change were 0.71/0.48 (WIPE-osteitis), 0.48/0.77 (WIPE-synovitis/effusion), 0.59/0.91 (KIMRISS-osteitis) and 0.92/0.97 (KIMRISS-synovitis/effusion). SRMs were 0.74 (WIPE-synovitis/effusion) and 0.78 (KIMRISS-synovitis/effusion). CONCLUSION: MRI-WIPE and KIMRISS may both be useful in SpA whole-body evaluation studies.


Subject(s)
Spondylarthritis , Synovitis , Humans , Inflammation/diagnostic imaging , Knee Joint/diagnostic imaging , Magnetic Resonance Imaging , Reproducibility of Results , Severity of Illness Index , Spondylarthritis/complications , Spondylarthritis/diagnostic imaging , Synovitis/diagnostic imaging
12.
RMD Open ; 6(1)2020 02.
Article in English | MEDLINE | ID: mdl-32568094

ABSTRACT

OBJECTIVE: Assessment of enthesitis, a key feature in spondyloarthritis (SpA) and psoriatic arthritis (PsA), using objective and sensitive methods is pivotal in clinical trials. MRI allows detection of both soft tissue and intra-osseous changes of enthesitis. This article presents an atlas for the Outcome Measures in Rheumatology (OMERACT) Heel Enthesitis Magnetic Resonance ImagingMRI Scoring System (HEMRIS). METHODS: Following a preliminary selection of potential examples of each grade, as per HEMRIS definitions, the images along with detailed definitions and reader rules were discussed at web-based, interactive meetings between the members of the OMERACT MRI in Arthritis Working Group. RESULTS: Reference images of each grade of the MRI features to be assessed using HEMRIS, along with reader rules and recommended MRI sequences are depicted. CONCLUSION: The presented reference images can be used to guide scoring Achilles tendon and plantar fascia (plantar aponeurosis) enthesitis according to the OMERACT HEMRIS in clinical trials and cohorts in which MRI enthesitis is used as an outcome.


Subject(s)
Enthesopathy/diagnostic imaging , Heel/pathology , Magnetic Resonance Imaging/methods , Research Design/statistics & numerical data , Achilles Tendon/pathology , Arthritis, Psoriatic/complications , Arthritis, Psoriatic/pathology , Clinical Trials as Topic , Enthesopathy/etiology , Humans , Muscle, Skeletal/pathology , Outcome Assessment, Health Care , Rheumatology/standards , Spondylarthritis/complications , Spondylarthritis/pathology
13.
Joint Bone Spine ; 87(6): 640-646, 2020 Dec.
Article in English | MEDLINE | ID: mdl-32534196

ABSTRACT

OBJECTIVE: Functional restoration programs (FRPs) are integrative programs to improve function in chronic low back pain (cLBP). They are costly and time-consuming. The aim was to assess the effectiveness of a condensed FRP (CFRP) for patients with cLBP in professional activity. METHODS: Longitudinal 3 months study of patients with cLBP in one tertiary care hospital, participating in a CFRP over 4 separate days. The primary outcome was the Oswestry Disability Index (ODI). Secondary outcomes included pain, quality of life (EQ5D), patient acceptable symptom state, presenteeism, absenteeism and psychological distress. Outcomes were compared using paired sample Student's t-test or Chi2 between baseline and last follow-up. Logistic regression was used to identify factors associated with better response (improvement of ODI higher than 12.8). RESULTS: In all, 193 patients were analysed, mean age 44.6 (standard deviation (SD) 10.4) years, mean cLBP duration 9.0 (SD 8.8) years. A small improvement was observed for ODI (mean difference -5.9, 95% confidence interval: -7.6, -4.1), as well as most other outcomes. Multivariate analysis showed an association between ODI improvement and higher duration of low back pain (odds ratio for 5 years: 1.41 (1.06,1.88)) and lower baseline back strength (Sorensen, odds ratio for 1min: 0.54 [0.29,0.99]). CONCLUSION: This CFRP showed small effect to improve function, pain and other quality of life, in cLBP. Four-day programs may be an interesting option in cLBP patients still in professional activity for whom a long 1-month FRP is difficultly manageable. Further studies with randomized controlled designs are needed to confirm the benefits.


Subject(s)
Chronic Pain , Low Back Pain , Adult , Chronic Pain/diagnosis , Chronic Pain/therapy , Cohort Studies , Disability Evaluation , Humans , Low Back Pain/diagnosis , Low Back Pain/therapy , Pain Measurement , Quality of Life , Treatment Outcome
14.
Ann Phys Rehabil Med ; 63(3): 189-194, 2020 May.
Article in English | MEDLINE | ID: mdl-31421275

ABSTRACT

BACKGROUND: Individuals with chronic low back pain (cLBP) may benefit from multimodal functional restoration programs (FRPs). OBJECTIVE: The aim of this study was to analyze characteristics of individuals with cLBP who were referred or not to an FRP. Because cLBP is a bio-psycho-social disorder, medical and social parameters were analysed. METHODS: This was an observational cross-sectional study performed in 2017 in 6 tertiary centres in France. Consecutive individuals with cLBP visiting a rheumatologist or physical medicine and rehabilitation physician were included. Individuals referred or not to an FRP were compared by demographic characteristics, duration of sick leave over the past year, self-reported physical activity>1h/week, pain (numeric rating scale 0-10), anxiety/depression (Hospital Anxiety and Depression Scale), disability (Oswestry Disability Index) and kinesiophobia (Tampa Kinesiophobia Scale). Univariate and multivariate logistic regression analyses were performed, estimating odds ratios (ORs) and 95% confidence intervals (CIs). RESULTS: We included 147 individuals with cLBP. The mean (SD) age was 49 (12) years and 88 (60%) were women; 58 (38%) were referred to an FRP. On multivariate analysis, referral to an FRP was associated with reduced pain level (OR: 0.95, 95% CI: 0.91-0.99, for each 1-point increase in pain score), self-reported lack of physical activity (OR: 0.84, 95% CI: 0.72-0.98) and longer sick leave (OR: 1.03, 95% CI: 1.01-1.05, for 30 more days of sick leave). CONCLUSION: In this multicentric observational study, referral to an FRP was linked to pain, self-reported physical activity and sick leave but not medical characteristics assessed. These findings confirm the bio-psycho-social approach of FRPs for cLBP.


Subject(s)
Chronic Pain/rehabilitation , Low Back Pain/rehabilitation , Patient Selection , Practice Patterns, Physicians'/statistics & numerical data , Referral and Consultation/statistics & numerical data , Adult , Anxiety/etiology , Chronic Pain/psychology , Combined Modality Therapy , Cross-Sectional Studies , Depression/etiology , Exercise/psychology , Female , France , Humans , Logistic Models , Low Back Pain/psychology , Male , Middle Aged , Multivariate Analysis , Pain Measurement , Self Report , Sick Leave/statistics & numerical data
15.
Rheumatology (Oxford) ; 59(7): 1566-1573, 2020 07 01.
Article in English | MEDLINE | ID: mdl-31628807

ABSTRACT

OBJECTIVE: Evaluating radiographic progression is a key component of the follow-up of patients with RA. Existing scores are ill-suited to everyday clinical practice. The objective here was to validate a new simplified radiographic score (SRS) for evaluating radiographic progression in patients with early arthritis. METHODS: Patients with arthritis of <6 months' duration were included in the large, prospective, nationwide, French ESPOIR cohort. Radiographs of the hands and feet were obtained at inclusion then 1 and 5 years later. The modified Sharp scores and SRS were determined by blinded readers. Interobserver reliability and intraobserver repeatability of each score, as well as agreement between the two scores, were assessed by computing the intraclass correlation coefficients. The rates of progression over the first year and the next 4 years were determined. RESULTS: The 506 patients with complete data for the first 5 years were included. At inclusion, the intraclass correlation coefficient between the two scores was good for erosions (0.715, P < 0.001), joint space narrowing (0.892, P < 0.001) and the total score (0.896, P < 0.001). Agreement between the two scores was also good for radiographic progression after 1 year (0.781, P < 0.001). The SRS had good positive and negative predictive values for slow and for rapid progression. SRS determination was less time consuming. CONCLUSION: The SRS is effective for monitoring radiographic progression in early arthritis and is easier to use and less time-consuming than the Sharp score. The usefulness of the SRS in clinical practice deserves further evaluation.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Disease Progression , Foot Joints/diagnostic imaging , Hand Joints/diagnostic imaging , Adult , Arthritis, Rheumatoid/physiopathology , Cohort Studies , Female , France , Humans , Male , Middle Aged , Prospective Studies , Radiography , Reproducibility of Results , Risk Assessment , Severity of Illness Index
16.
RMD Open ; 5(1): e000918, 2019.
Article in English | MEDLINE | ID: mdl-31245053

ABSTRACT

Objective: To evaluate the prevalence and performance as axial Spondyloarthritis (axSpA) diagnostic feature of radiographic and MRI lesions 'typical' of axSpA of the sacroiliac joint (SIJ) and spine in a mechanical chronic back pain (CBP) population and in an axSpA cohort. Methods: Cross-sectional multicentre study. Patients: (1) recent onset axSpA (DESIR cohort) and (2) mechanical non-axSpA CBP matched for age and gender (ILOS study). Imaging: radiographs and MR scans were performed identically in both groups. All images were centrally read, blinded for diagnosis and for other imaging findings in the same patient. Statistical analysis: prevalence of lesions 'typical of axSpA' were compared in both groups. Sensitivity, specificity and positive likelihood ratios (LR+) of each lesion (and combination of lesions) were calculated. Results: A total of 98 patients with CBP were included, and compared with 100 patients with recent onset axSpA. SIJ lesions were consistently more frequent in the axSpA group (35.0% vs 11.8% p<0.001, 35.0% vs 8.4% p<0.001% and 32.0% vs 10.0%. p<0.001 for modified New York criteria, MRI sacroiliitis and ≥3 erosions of the SIJ on MRI, respectively), and performed well (LR+ for ≥3 erosions 3.0 (95% CI 1.6 to 5.8)). Spine lesions were comparable across groups: radiographic lesions were rare, while all MRI lesions were frequent. Conclusion: Our study confirms that 'typical' lesions can also be observed in patients with non-axSpA CBP but that SIJ lesions by all modalities remain the most valuable for diagnosis, including structural lesions of the SIJ. This suggests the potential interest of adding MRI SIJ structural lesions in the definition of MRI abnormalities for axSpA classification.


Subject(s)
Diagnostic Imaging , Spondylarthritis/diagnostic imaging , Spondylarthritis/pathology , Cross-Sectional Studies , Diagnostic Imaging/methods , Diagnostic Imaging/standards , Female , Humans , Magnetic Resonance Imaging , Male , Radiography , Reproducibility of Results , Sensitivity and Specificity , Spine/diagnostic imaging , Spine/pathology
18.
J Rheumatol ; 46(9): 1215-1221, 2019 09.
Article in English | MEDLINE | ID: mdl-30770508

ABSTRACT

OBJECTIVE: To develop a whole-body magnetic resonance imaging (MRI) scoring system for peripheral arthritis and enthesitis. METHODS: After consensus on definitions/locations of MRI pathologies, 4 multireader exercises were performed. Eighty-three joints were scored 0-3 separately for synovitis and osteitis, and 33 entheses 0-3 separately for soft tissue inflammation and osteitis. RESULTS: In the last exercise, reliability was moderate-good for musculoskeletal radiologists and rheumatologists with previously demonstrated good scoring proficiency. Median pairwise single-measure/average-measure ICC were 0.67/0.80 for status scores and 0.69/0.82 for change scores; κ ranged 0.35-0.77. CONCLUSION: Whole-body MRI scoring of peripheral arthritis and enthesitis is reliable, which encourages further testing and refinement in clinical trials.


Subject(s)
Arthritis, Rheumatoid/diagnostic imaging , Enthesopathy/diagnostic imaging , Magnetic Resonance Imaging/methods , Whole Body Imaging/methods , Humans , Inflammation/diagnostic imaging , Reproducibility of Results
19.
J Rheumatol ; 46(9): 1232-1238, 2019 09.
Article in English | MEDLINE | ID: mdl-30709961

ABSTRACT

OBJECTIVE: To develop and validate an enthesitis magnetic resonance imaging (MRI) scoring system for spondyloarthritis/psoriatic arthritis, using the heel as model. METHODS: Consensus definitions of key pathologies and 3 heel enthesitis multireader scoring exercises were done, separated by discussion, training, and calibration. RESULTS: Definitions for bone and soft tissue pathologies were agreed. In the final exercise, median pairwise single-measures intraclass correlation coefficients (ICC; patient-level) for entheseal inflammation status/change scores were 0.83/0.82 for all readers. For radiologists and selected rheumatologists, ICC were 0.91/0.84 and quadratic-weighted κ (lesion-level) 0.57-0.91/0.45-0.81. CONCLUSION: The proposed definitions and Heel Enthesitis Scoring System (HEMRIS) are reliable among trained readers and promising for clinical trials.


Subject(s)
Arthritis, Psoriatic/diagnostic imaging , Enthesopathy/diagnostic imaging , Heel/diagnostic imaging , Spondylarthritis/diagnostic imaging , Humans , Magnetic Resonance Imaging , Reproducibility of Results , Severity of Illness Index
20.
Arthritis Care Res (Hoboken) ; 71(10): 1336-1343, 2019 10.
Article in English | MEDLINE | ID: mdl-30242992

ABSTRACT

OBJECTIVE: Flares in rheumatoid arthritis (RA) and axial spondyloarthritis (SpA) may influence physical activity. The aim of this study was to assess longitudinally the association between patient-reported flares and activity-tracker-provided steps per minute, using machine learning. METHODS: This prospective observational study (ActConnect) included patients with definite RA or axial SpA. For a 3-month time period, physical activity was assessed continuously by number of steps/minute, using a consumer grade activity tracker, and flares were self-assessed weekly. Machine-learning techniques were applied to the data set. After intrapatient normalization of the physical activity data, multiclass Bayesian methods were used to calculate sensitivities, specificities, and predictive values of the machine-generated models of physical activity in order to predict patient-reported flares. RESULTS: Overall, 155 patients (1,339 weekly flare assessments and 224,952 hours of physical activity assessments) were analyzed. The mean ± SD age for patients with RA (n = 82) was 48.9 ± 12.6 years and was 41.2 ± 10.3 years for those with axial SpA (n = 73). The mean ± SD disease duration was 10.5 ± 8.8 years for patients with RA and 10.8 ± 9.1 years for those with axial SpA. Fourteen patients with RA (17.1%) and 41 patients with axial SpA (56.2%) were male. Disease was well-controlled (Disease Activity Score in 28 joints mean ± SD 2.2 ± 1.2; Bath Ankylosing Spondylitis Disease Activity Index score mean ± SD 3.1 ± 2.0), but flares were frequent (22.7% of all weekly assessments). The model generated by machine learning performed well against patient-reported flares (mean sensitivity 96% [95% confidence interval (95% CI) 94-97%], mean specificity 97% [95% CI 96-97%], mean positive predictive value 91% [95% CI 88-96%], and negative predictive value 99% [95% CI 98-100%]). Sensitivity analyses were confirmatory. CONCLUSION: Although these pilot findings will have to be confirmed, the correct detection of flares by machine-learning processing of activity tracker data provides a framework for future studies of remote-control monitoring of disease activity, with great precision and minimal patient burden.


Subject(s)
Arthritis, Rheumatoid/diagnosis , Exercise/physiology , Fitness Trackers/trends , Machine Learning/trends , Spondylarthritis/diagnosis , Symptom Flare Up , Adult , Arthritis, Rheumatoid/physiopathology , Female , Humans , Longitudinal Studies , Male , Middle Aged , Pilot Projects , Prospective Studies , Rheumatology/methods , Rheumatology/trends , Spondylarthritis/physiopathology
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