Abstract
Purpose of Review
The structural damage caused by rheumatoid arthritis (RA) can often be mitigated by orthopaedic surgery in late disease. This study evaluates the value of predictive factors for orthopaedic intervention.
Methods
A systematic review of literature was undertaken to identify papers describing predictive factors for orthopaedic surgery in RA. Manuscripts were selected if they met inclusion criteria of cohort study design, diagnosis of RA, follow-up duration/disease duration ≥3 years, any orthopaedic surgical interventions recorded, and then summarised for predictive factors. A separate predictive analysis was performed on two consecutive UK Early RA cohorts, linked to national datasets.
Recent Findings
The literature search identified 15 reports examining predictive factors for orthopaedic intervention, 4 inception, 5 prospective and 6 retrospective. Despite considerable variation, acute phase, x-ray scores, women and genotyping were the most commonly reported prognostic markers. The current predictive analysis included 1602 procedures performed in 711 patients (25-year cumulative incidence 26%). Earlier recruitment year, erosions and lower haemoglobin predicted both intermediate and major surgery (P<0.05).
Summary
Studies report variations in type of and predictive power of clinical and laboratory parameters for different surgical interventions suggesting specific contributions from different pathological and/or patient-level factors. Our current analysis suggests that attention to non-inflammatory factors in addition to suppression of inflammation is needed to minimise the burden of orthopaedic surgery.
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Abbreviations
- anti-TNFa:
-
Anti-tumour necrosis factor alpha
- BMI:
-
Body Mass Index
- CI:
-
Confidence interval
- CRP:
-
C-reactive protein
- DAS:
-
Disease activity score
- DAS-P:
-
Disease activity score (patient-reported components)
- DMARD:
-
Disease-modifying anti-rheumatic drug
- ERAN:
-
Early Rheumatoid Arthritis Network
- ERAS:
-
Early Rheumatoid Arthritis study
- ESR:
-
Erythrocyte sedimentation rate
- EULAR:
-
European League Against Rheumatism
- Fe:
-
Iron
- HAQ:
-
Health Assessment Questionnaire
- HES:
-
Hospital Episode Statistics
- HR:
-
Hazard Ratio
- IRR:
-
Incidence Rate Ratio
- NHS:
-
National Health Service
- MRIS:
-
Medical Research Information Service
- NICE:
-
National Institute for Health and Care Excellence
- NJR:
-
National Joint Registry
- NSAID:
-
Non-steroidal anti-inflammatory drug
- RA:
-
Rheumatoid arthritis
- SHR:
-
Sub-hazard ratios
- SCQM:
-
Swiss Clinical Quality Management
- THR:
-
Total hip replacements
- TJR:
-
Total joint replacements
- TKR:
-
Total knee replacement
References
Papers of particular interest, published recently, have been highlighted as: • Of importance
Scott DL, Grindulis KA, Struthers GR, et al. Progression of radiological changes in rheumatoid arthritis. Ann Rheum Dis. 1984;43:8–17.
Lindqvist E, Eberhardt K, Bendtzen K, et al. Prognostic laboratory markers of joint damage in rheumatoid arthritis. Ann Rheum Dis. 2005;64:196–201.
Dixey J, Solymossy C, Young A. Is it possible to predict radiological damage in early rheumatoid arthritis (RA)? A report on the occurrence, progression, and prognostic factors of radiological erosions over the first 3 years in 866 patients from the Early RA Study (ERAS). J Rheumatol. 2004;31 Suppl 69:48–53.
Kapetanovic MC, Lindqvist E, Saxne T, et al. Orthopaedic surgery in patients with rheumatoid arthritis over 20 years: prevalence and predictive factors of large joint replacement. Ann Rheum Dis. 2008;67(10):1412–6.
James D, Young A, Kulinskaya E, et al. Orthopaedic intervention in early rheumatoid arthritis. Occurrence and predictive factors in an inception cohort of 1064 patients followed for 5 years. Rheumatology. 2004;43:369–76.
• Nikiphorou E, Carpenter L, Morris S, et al. Hand and foot surgery rates in RA have declined from 1986–2011, but large joint replacements remain unchanged. Results from two UK inception cohorts. Arthritis Rheumatol. 2014;66:1081–9. The study shows secular declines in the rates of hand and foot surgery in RA over a 25-year period using prospectively collected longitudinal data.
Wiles NJ, Dunn G, Barrett EM, et al. One year follow-up variables predict disability 5 years after presentation with inflammatory polyarthritis with greater accuracy than at baseline. J Rheumatol. 2000;27:2360–6.
Young A, Dixey J, Williams P, et al. An evaluation of the strengths and weaknesses of a register of newly diagnosed rheumatoid arthritis, 1986–2010. Rheumatol Themed Issue. 2010;50:176–83.
Kiely PDW, Brown AK, Edwards CJ, et al. Contemporary treatment principles for early rheumatoid arthritis: a consensus statement. Rheumatology. 2009;48:765–72.
Prevoo ML, van ’t Hof MA, Kuper HH, van Leeuwen MA, van de Putte LB, van Riel PL. Modified disease activity scores that include twenty-eight-joint counts. Development and validation in a prospective longitudinal study of patients with rheumatoid arthritis. Arthritis Rheum. 1995;38(1):44–8.
McWilliams DF, Zhang W, Mansell JS, et al. Predictors of change in bodily pain in early rheumatoid arthritis: an inception cohort study. Arthritis Care Res. 2012;64:1505–13.
Anderson R. The orthopaedic management of rheumatoid arthritis. Arthritis Care Res. 1996;9:23–8.
Wolfe F, Zwillich S. The long-term outcomes of rheumatoid arthritis. Arthritis Rheum. 1998;41:1072–82.
Weiss G, Goodnough LT. Anaemia of chronic disease. N Engl J Med. 2005;352(10):1011–23.
Kaltwasser JP, Kessler U, Gottschalk R, et al. Effect of recombinant human erythropoietin and intravenous iron on anemia and disease activity in rheumatoid arthritis. J Rheumatol. 2001;28(11):2430–6.
Peeters HR, Jongen-Lavrencic M, Vreugdenhil G, Swaak AJ. Effect of recombinant human erythropoietin on anaemia and disease activity in patients with rheumatoid arthritis and anaemia of chronic disease: a randomised placebo controlled double blind 52 weeks clinical trial. Ann Rheum Dis. 1996;55(10):739–44.
Halliwell B, Gutteridge JMC, Blake DR. Metal irons and oxygen radical reactions in human inflammatory joint disease. Philos Trans R Soc Lond B Biol Sci. 1985;311:659–71.
• Möller B, Scherer A, Förger F, et al. Anaemia may add information to standardised disease activity assessment to predict radiographic damage in rheumatoid arthritis: a prospective cohort study. Ann Rheum Dis. 2014;73(4):691–6. The study provides useful information on the association between anaemia, disease activity and radiographic damage in rheumatoid arthritis.
Arora JS, Maudslev RH. Indocid arthropathathy of hips. Proc R Soc Med. 1968;61:669.
Milner JC. Osteoarthritis of the hip and indomethacin. J Bone Joint Surg. 1973;54B:752.
Doherty M, Holt M, MacMillan P, et al. A reappraisal of ‘analgesic hip’. Ann Rheum Dis. 1986;45:272–6.
Van Leeuwen MS, van Rijswijk MH, Sluiter WJ, et al. Individual relationship between progression of radiological damage and the acute phase response in early rheumatoid arthritis. Towards development of a decision support system. J Rheumatol. 1997;24:20–7.
Matsuda Y, Yamanaka H, Higami K, et al. Time lag between active joint inflammation and radiological progression in patients with early rheumatoid arthritis. J Rheumatol. 1998;25:427–32.
Plant MJ, Williams AL, O’Sullivan MM, et al. Relationship between time-integrated C-reactive protein levels and radiologic progression in patients with rheumatoid arthritis. Arthritis Rheum. 2000;43:1473–7.
Brown AK, Conaghan PG, Karim Z, et al. An explanation for the apparent dissociation between clinical remission and continued structural deterioration in rheumatoid arthritis. Arthritis Rheum. 2008;58:2958–67.
Joharatnam N, McWilliams DF, Wilson D, Wheeler M, Pande I, Walsh DA. Pain sensitivity, disease activity assessment and fibromyalgia status in rheumatoid arthritis. Arthritis Res Ther. 2015;17:11. (in press). doi: 10.1186/s13075-015-0525-5.
Jawaheer D, Olsen J, Lahiff M, et al. Gender, body mass index and rheumatoid arthritis disease activity: results from the QUEST-RA Study. Clin Exp Rheumatol. 2010;28:454–61. Epub 2010 Aug 30.
Kaufmann J, Kielstein V, Kilian S, et al. Relation between body mass index and radiological progression in patients with rheumatoid arthritis. J Rheumatol. 2003;30:2350–5.
Van Der Helm-Van Mil AH, van der Kooij SM, Allart CF, et al. A high body mass index is protective on the amount of joint destruction in small joints in early rheumatoid arthritis. Ann Rheum Dis. 2008;67:769–74.
Garcia-Poma A, Segami M, Mora C, et al. Obesity is independently associated with impaired quality of life in patients with rheumatoid arthritis. Clin Rheumatol. 2007;26:1831–5.
Felson DT, Anderson JJ, Naimark A, Walker AM, Meenan RF. Obesity and knee osteoarthritis. The Framingham Study. Ann Intern Med. 1988;109(1):18–24.
Conaghan PG, D’Agostino MA, Le Bars M, et al. Clinical and ultrasonographic predictors of joint replacement for knee osteoarthritis: results from a large, 3-year, prospective EULAR study. Ann Rheum Dis. 2010;69:644–7.
Shourt CA, Crowson CS, Gabriel SE, et al. Orthopaedic surgery among patients with rheumatoid arthritis 1980–2007: a population-based study focused on surgery rates, sex and mortality. J Rheumatol. 2012;39:481–5.
Valdes AM, Spector TD. Genetic epidemiology of hip and knee osteoarthritis. Nat Rev Rheumatol. 2011;7:23–32.
Landewe RB. The benefits of early treatment in rheumatoid arthritis: confounding by indication, and the issue of timing. Arthritis Rheum. 2003;48:1–5.
Da Silva E, Doran MF, Crowson CS, et al. Declining use of orthopaedic surgery in patients with rheumatoid arthritis? Results of a long-term, population-based assessment. Arthritis Rheum. 2003;49:216–20.
Walsh DA, McWilliams DF, Turley MJ, et al. Angiogenesis and nerve growth factor at the osteochondral junction in rheumatoid arthritis and osteoarthritis. Rheumatology. 2010;49:1852–61.
Hill CL, Hunter DJ, Niu J, et al. Synovitis detected on magnetic resonance imaging and its relation to pain and cartilage loss in knee osteoarthritis. Ann Rheum Dis. 2007;66(12):1599–603.
Smolen JS, Landewe R, Breedveld FC, et al. EULAR recommendations for the management of rheumatoid arthritis with synthetic and biological disease-modifying antirheumatic drugs: 2013 update. Ann Rheum Dis. 2013;0:1–18.
Acknowledgements
We are indebted to all the patients who consented to participate. ERAS received ethical approval from the West Hertfordshire Local Research Ethics Committee and subsequently the Caldicott Guardian. ERAN received ethical approval from the Trent Research Ethics Committee. We are also indebted to the nurses and rheumatologists from both cohorts for their participation and contribution and especially our study coordinator Marie Hunt.
ERAS
Dr Paul Davies and Lynn Hill (Chelmsford), Dr Andrew Gough, Dr Joe Devlin, Prof. Paul Emery and Lynn Waterhouse (Birmingham), Dr David James and Helen Tait (Grimsby), Dr Peter Prouse and Cathy Boys (Basingstoke), Dora White (Medway), Helen Dart (Oswestry), Dr Nigel Cox and Sue Stafford (Winchester), Dr John Winfield (Sheffield) and Annie Seymour (St Albans).
ERAN
Annie Seymour (City Hospital, St Albans); Dr Richard Williams, Karina Blunn and Jackie McDowell (Hereford County Hospital); Dr Peter Prouse and Sheryl Andrews (North Hampshire Hospital); Deborah Wilson (King’s Mill Hospital); Dr Malgorzata Magliano and Ursula Perks (Stoke Mandeville Hospital); Dr Amanda Coulson (Withybush General Hospital); Dr Andrew Hassle, Elizabeth Barcroft and Janet Turner (Haywood Hospital); Francesca Leone (St George’s Hospital); Dr Ciaran Dunne and Lindsey Hawley (Christchurch Hospital); Dr Paul Creamer, Julie Taylor and Wendy Wilmott (Southmead Hospital); Dr Sally Knights and Rebecca Rowland-Axe (Yeovil District Hospital); Dr Sandra Green and Dawn Simmons (Weston-Super-Mare General Hospital), Dr Joel David and Maureen Cox (Nuffield Orthopaedic Centre); Dr Marwan Bukhari and Bronwen Evans (Lancaster Royal Infirmary); Dr Michael Batley and Catherine Oram (Maidstone Hospital) and Dr Tanya Potter (Coventry University Hospital).
The authors acknowledge Hospital Episode Statistics (HES) and the National Joint Registry (NJR) for providing the valuable data on orthopaedic episodes and the Medical Research Information Service for death notifications.
Authors’ Contributions
EN and AY developed the research questions, recruited and performed follow-up assessments in patients for ERAS and ERAN in one rheumatology unit. JD, DW, PK and PW recruited and performed follow-up assessments for patients in the study at separate rheumatology units. EN collected, interrogated and cross-validated the data from the clinical cohorts with the national datasets, coded the procedures, analysed the results and performed statistical tests with supervision from AY. SM and AM contributed to the data analysis and statistical tests. LC and SN contributed to the statistical analysis of the results. EN, LC, SN, JD, DW, PW, PK and AY contributed to the drafting of the manuscript. All authors read and approved the final manuscript.
ERAS received grants from the Arthritis Research Campaign (ARC), the British United Providence Association (BUPA) Foundation and is supported by the NIHR Essex and Hertfordshire CLRN.
ERAN received a grant from the Healthcare Commission.
Elena Nikiphorou received a grant from the Essex and Hertfordshire CLRN.
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Nikiphorou, E., Carpenter, L., Norton, S. et al. Can Rheumatologists Predict Eventual Need for Orthopaedic Intervention in Patients with Rheumatoid Arthritis? Results of a Systematic Review and Analysis of Two UK Inception Cohorts. Curr Rheumatol Rep 19, 12 (2017). https://doi.org/10.1007/s11926-017-0636-x
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DOI: https://doi.org/10.1007/s11926-017-0636-x