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Kloprogge SES, Lachmipersad RMMR, Katier NN, Mailuhu AKEA, van Vooren JJ, van Ochten JMJ, Bindels PJEP, Bierma-Zeinstra SMAS, van Middelkoop MM. Prognostic factors and the value of radiographic osteoarthritis for persistent complaints after referral for ankle radiography. Semin Arthritis Rheum 2024; 68:152487. [PMID: 38996495 DOI: 10.1016/j.semarthrit.2024.152487] [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: 01/25/2024] [Revised: 06/04/2024] [Accepted: 06/06/2024] [Indexed: 07/14/2024]
Abstract
BACKGROUND Ankle symptoms are a common reason to consult the general practitioner and often persist for years. In a population referred for ankle radiography, the prevalence of radiographic osteoarthritis (OA) is substantial, but its additional predictive value for persistent symptoms is unknown. Therefore, we examined the prognosis of symptoms 2-3 years after referral for ankle radiography, assessed clinical prognostic factors, and the additional predictive value of radiographic OA for persistent ankle complaints. METHODS We included 893 adults referred for ankle radiography and studied the following candidate prognostic factors at baseline: age, sex, body mass index (BMI), referral for chronic complaints (>3 months), pain during activity (NRS-11) and presence of stiffness and functional loss as predominant symptom. X-rays were scored for radiographic OA. After 2-3 years participants were invited for a follow-up questionnaire including persistence of ankle complaints. To assess prognostic factors for persistent complaints, uni- and multivariable logistic regression were used. RESULTS Of the 194 responders at follow-up, ankle complaints persisted in 71(36.6 %). BMI (OR 1.08; 95 % CI 1.01-1.15), stiffness as predominant symptom (OR 1.69; 95 % CI 0.89-3.21), and chronic complaints (OR 2.84; 95 % CI 1.45-5.57) were in the initial model for persistent complaints (AUC=0.69). After adding radiographic OA (OR 2.36; 95 % CI 1.01-5.50), the AUC of the final model became 0.70. CONCLUSION Ankle complaints persist in a considerable proportion of patients 2-3 years after referral for ankle radiography. BMI, chronic complaints and radiographic OA are prognostic factors for persistent complaints, but the additional predictive value of radiographic OA on top of clinical factors is negligible.
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Affiliation(s)
- S E Sabine Kloprogge
- Department of General Practice, Erasmus MC Medical University Center Rotterdam, the Netherlands.
| | | | - N Nienke Katier
- Department of radiology, Albert Schweitzer Hospital Dordrecht, the Netherlands
| | - A K E Adinda Mailuhu
- Department of General Practice, Erasmus MC Medical University Center Rotterdam, the Netherlands
| | | | - J M John van Ochten
- Department of General Practice, Erasmus MC Medical University Center Rotterdam, the Netherlands
| | - P J E Patrick Bindels
- Department of General Practice, Erasmus MC Medical University Center Rotterdam, the Netherlands
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Chamoro M, Heymans MW, Oei EH, Bierma-Zeinstra SM, Koes BW, Chiarotto A. Diagnostic models to predict structural spinal osteoarthritis on lumbar radiographs in older adults with back pain: Development and internal validation. OSTEOARTHRITIS AND CARTILAGE OPEN 2024; 6:100506. [PMID: 39183945 PMCID: PMC11342188 DOI: 10.1016/j.ocarto.2024.100506] [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: 07/17/2024] [Accepted: 07/21/2024] [Indexed: 08/27/2024] Open
Abstract
Objective It is difficult for health care providers to diagnose structural spinal osteoarthritis (OA), because current guidelines recommend against imaging in patients with back pain. Therefore, the aim of this study was to develop and internally validate multivariable diagnostic prediction models based on a set of clinical and demographic features to be used for the diagnosis of structural spinal OA on lumbar radiographs in older patients with back pain. Design Three diagnostic prediction models, for structural spinal OA on lumbar radiographs (i.e. multilevel osteophytes, multilevel disc space narrowing (DSN), and both combined), were developed and internally validated in the 'Back Complaints in Older Adults' (BACE) cohort (N = 669). Model performance (i.e. overall performance, discrimination and calibration) and clinical utility (i.e. decision curve analysis) were assessed. Internal validation was performed by bootstrapping. Results Mean age of the cohort was 66.9 years (±7.6 years) and 59% were female. All three models included age, gender, back pain duration and duration of spinal morning stiffness as predictors. The combined model additionally included restricted lateral flexion and spinal morning stiffness severity, and exhibited the best model performance (optimism adjusted c-statistic 0.661; good calibration with intercept -0.030 and slope of 0.886) and acceptable clinical utility. The other models showed suboptimal discrimination, good calibration and acceptable decision curves. Conclusion All three models for structural spinal OA displayed lesuboptimal discrimination and need improvement. However, these internally validated models have potential to inform primary care clinicians about a patient with risk of having structural spinal OA on lumbar radiographs. External validation before implementation in clinical care is recommended.
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Affiliation(s)
- Mirna Chamoro
- Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Martijn W. Heymans
- Department of Epidemiology and Biostatistics, Amsterdam University Medical Center, Amsterdam, the Netherlands
| | - Edwin H.G. Oei
- Department of Radiology & Nuclear Medicine, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Sita M.A. Bierma-Zeinstra
- Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
- Department of Orthopedics and Sports Medicine, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
| | - Bart W. Koes
- Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
- Research Unit of General Practice, Department of Public Health & Center for Muscle and Joint Health, University of Southern Denmark, Odense, Denmark
| | - Alessandro Chiarotto
- Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands
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Kloprogge S, Katier N, Mailuhu A, van Vooren J, van Ochten J, Bindels P, Bierma-Zeinstra S, van Middelkoop M. Is radiographic osteoarthritis associated with pain and disability of the ankle? OSTEOARTHRITIS AND CARTILAGE OPEN 2023; 5:100383. [PMID: 37520149 PMCID: PMC10371817 DOI: 10.1016/j.ocarto.2023.100383] [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: 04/14/2023] [Accepted: 07/03/2023] [Indexed: 08/01/2023] Open
Abstract
Objective Ankle osteoarthritis (OA) is relatively understudied. It often affects younger people compared to OA in other joints. Evidence on the association between radiographic OA and ankle symptoms remains contradicting. We therefore examined the association of degree of radiographic talocrural, subtalar and talonavicular OA with severity of ankle pain, disability and predominant symptoms. Method A cross-sectional study was conducted in a radiology department serving primary and secondary care. From the total study population (adults referred for ankle radiography), patients with chronic ankle complaints were selected (N = 231). Before radiography, participants completed a questionnaire on severity of ankle pain and disability using the Ankle Osteoarthritis Scale (AOS), and on their predominant symptoms, i.e. pain, functional loss, stiffness and/or instability. To assess the associations of the Kellgren-Lawrence scores (0, 1 or ≥2) with the primary outcomes (AOS), linear regression, and with the secondary outcomes predominant symptoms, logistic regression analyses were applied. Results Radiographic OA was not associated with AOS-pain and -disability. Radiographic talocrural OA was associated with functional loss (OR 3.26, 95% CI: 1.31; 8.11). A positive trend was seen between radiographic talonavicular OA and stiffness (OR 2.63, 95% CI: 0.97; 7.15). Conclusion The presence of radiographic OA is not associated with severity of ankle pain and disability in patients with chronic ankle complaints referred for ankle radiography. However, radiographic talocrural OA is associated with functional loss and radiographic talonavicular OA with stiffness as predominant symptom. These findings may contribute to better recognition of ankle OA in clinical practice.
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Affiliation(s)
- S.E. Kloprogge
- Department of General Practice, Erasmus MC Medical University Centre Rotterdam, Rotterdam, the Netherlands
| | - N. Katier
- Department of Radiology, Albert Schweitzer Hospital, Dordrecht, the Netherlands
| | - A.K.E. Mailuhu
- Department of General Practice, Erasmus MC Medical University Centre Rotterdam, Rotterdam, the Netherlands
| | - J. van Vooren
- Department of Radiology, Albert Schweitzer Hospital, Dordrecht, the Netherlands
| | - J.M. van Ochten
- Department of General Practice, Erasmus MC Medical University Centre Rotterdam, Rotterdam, the Netherlands
| | - P.J.E. Bindels
- Department of General Practice, Erasmus MC Medical University Centre Rotterdam, Rotterdam, the Netherlands
| | - S.M.A. Bierma-Zeinstra
- Department of General Practice, Erasmus MC Medical University Centre Rotterdam, Rotterdam, the Netherlands
| | - M. van Middelkoop
- Department of General Practice, Erasmus MC Medical University Centre Rotterdam, Rotterdam, the Netherlands
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Chamoro M, de Luca K, Ozbulut O, Oei EHG, Vleggeert-Lankamp CLA, Koes BW, Bierma-Zeinstra SMA, Chiarotto A. Association between clinical findings and the presence of lumbar spine osteoarthritis imaging features: A systematic review. Osteoarthritis Cartilage 2023; 31:1158-1175. [PMID: 37150286 DOI: 10.1016/j.joca.2023.04.014] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 09/27/2022] [Revised: 04/16/2023] [Accepted: 04/29/2023] [Indexed: 05/09/2023]
Abstract
OBJECTIVE Spinal osteoarthritis is difficult to study and diagnose, partly due to the lack of agreed diagnostic criteria. This systematic review aims to give an overview of the associations between clinical and imaging findings suggestive of spinal osteoarthritis in patients with low back pain to make a step towards agreed diagnostic criteria. DESIGN We searched MEDLINE, Embase, Web of Science, and CINAHL from inception to April 29, 2021 to identify observational studies in adults that assessed the association between selected clinical and imaging findings suggestive of spinal osteoarthritis. Risk of bias was assessed using the Newcastle Ottawa Scale and the quality of evidence was graded using an adaptation of the GRADE approach. RESULTS After screening 7902 studies, 30 met the inclusion criteria. High-quality evidence was found for the longitudinal association between low back pain (LBP) intensity, and both disc space narrowing and osteophytes, as well as for the association between LBP-related physical functioning and lumbar disc degeneration, the presence of spinal morning stiffness and disc space narrowing and for the lack of association between physical functioning and Schmorl's nodes. CONCLUSIONS There is high- and moderate-quality evidence of associations between clinical and imaging findings suggestive of spinal osteoarthritis. However, the majority of the studied outcomes had low or very low-quality of evidence. Furthermore, clinical and methodological heterogeneity was a serious limitation, adding to the need and importance of agreed criteria for spinal osteoarthritis, which should be the scope of future research.
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Affiliation(s)
- Mirna Chamoro
- Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
| | - Katie de Luca
- Discipline of Chiropractic, CQ University, Brisbane, Australia.
| | - Omer Ozbulut
- Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
| | - Edwin H G Oei
- Department of Radiology & Nuclear Medicine, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
| | - Carmen L A Vleggeert-Lankamp
- Department of Neurosurgery, Leiden University Medical Center, Leiden, the Netherlands; Department of Neurosurgery, Spaarne Hospital, Haarlem/Hoofddorp, the Netherlands.
| | - Bart W Koes
- Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands; Center for Muscle and Joint Health, University of Southern Denmark, Odense, Denmark.
| | - Sita M A Bierma-Zeinstra
- Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands; Department of Orthopedics, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
| | - Alessandro Chiarotto
- Department of General Practice, Erasmus MC, University Medical Center, Rotterdam, the Netherlands.
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Jansen MP, Welsing PMJ, Vincken KL, Mastbergen SC. Performance of knee image digital analysis of radiographs of patients with end-stage knee osteoarthritis. Osteoarthritis Cartilage 2021; 29:1530-1539. [PMID: 34343678 DOI: 10.1016/j.joca.2021.07.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/24/2021] [Revised: 06/10/2021] [Accepted: 07/24/2021] [Indexed: 02/02/2023]
Abstract
OBJECTIVE Knee Image Digital Analysis (KIDA) is standardized radiographic analysis software for measuring osteoarthritis (OA) characteristics. It was validated in mild OA, but used for severe OA as well. The current goal was to evaluate the performance of KIDA in severe OA. DESIGN Of 103 patients, standardized radiographs were performed before and one and 2 years after treatment for severe OA. All radiographs were evaluated on subchondral bone density, joint space width (JSW), osteophytes, eminence height, and joint angle, twice within years by the same observer. Part of the radiographs were randomly selected for reevaluation twice within 1 month and evaluation by another observer. The intraclass correlation coefficient (ICC), smallest detectable difference (SDD) and coefficient of variation (CV) were calculated; the SDD and CV were compared to those in mild OA. The relation of severity with KIDA parameters and with observer differences was calculated with linear regression. RESULTS Intra-observer ICCs were higher in the 98 severe radiographs reanalyzed within 1 month (all >0.8) than the 293 reanalyzed within years (all >0.5; most >0.8) and than inter-observer ICCs (all >0.7). SDDs and CVs were smaller when reanalyzed within a month and comparable to those in mild OA. Some parameters showed bias between readings. Severity showed significant relation with osteophytes and JSW parameters, and with the observer variation in these parameters (all P < 0.04). CONCLUSIONS KIDA is a well-performing tool also for severe OA. In order to decrease variability and SDDs, images should be analyzed in a limited time frame and randomized order.
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Affiliation(s)
- M P Jansen
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, the Netherlands.
| | - P M J Welsing
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, the Netherlands.
| | - K L Vincken
- Image Sciences Institute, University Medical Center Utrecht, Utrecht, the Netherlands.
| | - S C Mastbergen
- Rheumatology & Clinical Immunology, University Medical Center Utrecht, Utrecht, the Netherlands.
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van den Berg R, Chiarotto A, Enthoven WT, de Schepper E, Oei EHG, Koes BW, Bierma-Zeinstra SMA. Clinical and radiographic features of spinal osteoarthritis predict long-term persistence and severity of back pain in older adults. Ann Phys Rehabil Med 2020; 65:101427. [PMID: 32798770 DOI: 10.1016/j.rehab.2020.07.010] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2019] [Revised: 07/06/2020] [Accepted: 07/12/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND Patients with back pain can show one or more features of spinal osteoarthritis (OA), such as morning stiffness, limited or painful range of motion (ROM), and lumbar disc degeneration (LDD). However, it has not been investigated whether these features are prognostic of long-term back pain. OBJECTIVES This study assessed whether spinal morning stiffness, ROM and LDD are prognostic factors for back pain after 1 year in older adults with back pain. METHODS This prospective observational study (BACE cohort) included patients aged>55 years visiting a general practitioner for a back-pain episode. Baseline patient-reported morning stiffness, physical examined ROM and radiographic LDD features (i.e., multilevel osteophytes and disc space narrowing) were analysed as potential prognostic factors in unadjusted and adjusted regression models with the outcomes of persistent back pain (yes/no) and back pain severity after 1-year follow-up. RESULTS This study included 543 patients with mean (SD) age 67 (8) years, 59% female, and 62% reporting back pain at 1-year follow-up. When studied in separate adjusted models, persistent back pain was associated with morning stiffness>30min (OR 3.0, 95%CI 1.3; 5.5), restricted lateroflexion (OR 1.8, 95%CI 1.0; 3.2), pain during rotation (OR=1.7, 95%CI 1.0; 2.9), multilevel osteophytes (OR 2.4, 95%CI 1.4; 4.1), and multilevel disc space narrowing (OR 1.5, 95%CI 0.9; 2.4). When investigated in the same adjusted model, persistent back pain remained associated with only morning stiffness>30min (OR 2.4, 95%CI 1.0; 3.9), pain during rotation (OR 1.6, 95%CI 0.9; 2.8), and multilevel osteophytes (OR 2.1, 95%CI 1.2; 3.7). The same spinal OA-related features were associated with back pain severity. CONCLUSIONS Spinal morning stiffness, painful rotation, and multilevel osteophytes are prognostic factors for persistent back pain and back pain severity after 1 year. Evaluating these clinical and radiographic features of spinal OA could help clinicians identify older patients who will experience long-term back pain.
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Affiliation(s)
- Roxanne van den Berg
- Department of General Practice, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands.
| | - Alessandro Chiarotto
- Department of General Practice, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands
| | - Wendy T Enthoven
- Department of General Practice, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands
| | - Evelien de Schepper
- Department of General Practice, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands
| | - Edwin H G Oei
- Department of Radiology & Nuclear Medicine, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands
| | - Bart W Koes
- Department of General Practice, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands
| | - Sita M A Bierma-Zeinstra
- Department of General Practice, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands; Department of Orthopedics, Erasmus MC, University Medical Centre, Rotterdam, The Netherlands
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