Fully automated joint space width measurement and digital X-ray radiogrammetry in early RA

Michael Platten, Yogan Kisten, Johan Kälvesten, Laurent Arnaud, Kristina Forslind, Ronald van Vollenhoven, Michael Platten, Yogan Kisten, Johan Kälvesten, Laurent Arnaud, Kristina Forslind, Ronald van Vollenhoven

Abstract

Objectives: To study fully automated digital joint space width (JSW) and bone mineral density (BMD) in relation to a conventional radiographic scoring method in early rheumatoid arthritis (eRA).

Methods: Radiographs scored by the modified Sharp van der Heijde score (SHS) in patients with eRA were acquired from the SWEdish FarmacOTherapy study. Fully automated JSW measurements of bilateral metacarpals 2, 3 and 4 were compared with the joint space narrowing (JSN) score in SHS. Multilevel mixed model statistics were applied to calculate the significance of the association between ΔJSW and ΔBMD over 1 year, and the JSW differences between damaged and undamaged joints as evaluated by the JSN.

Results: Based on 576 joints of 96 patients with eRA, a significant reduction from baseline to 1 year was observed in the JSW from 1.69 (±0.19) mm to 1.66 (±0.19) mm (p<0.01), and BMD from 0.583 (±0.068) g/cm2 to 0.566 (±0.074) g/cm2 (p<0.01). A significant positive association was observed between ΔJSW and ΔBMD over 1 year (p<0.0001). On an individual joint level, JSWs of undamaged (JSN=0) joints were wider than damaged (JSN>0) joints: 1.68 mm (95% CI 1.70 to 1.67) vs 1.54 mm (95% CI 1.63 to 1.46). Similarly the unadjusted multilevel model showed significant differences in JSW between undamaged (1.68 mm (95% CI 1.72 to 1.64)) and damaged joints (1.63 mm (95% CI 1.68 to 1.58)) (p=0.0048). This difference remained significant in the adjusted model: 1.66 mm (95% CI 1.70 to 1.61) vs 1.62 mm (95% CI 1.68 to 1.56) (p=0.042).

Conclusions: To measure the JSW with this fully automated digital tool may be useful as a quick and observer-independent application for evaluating cartilage damage in eRA.

Trial registration number: NCT00764725.

Keywords: Automated; Bone Mineral Density; Joint Space Width; Radiographic scoring; Rheumatoid Arthritis.

Conflict of interest statement

Competing interests: JK is employed by Sectra AB. No other conflicts of interests to declare.

Figures

Figure 1
Figure 1
Flow chart of patient selection.
Figure 2
Figure 2
Radiograph of hand with highlighted measurement regions. Posteroanterior radiograph of the left hand with measurement boxes placed at MCP 2, 3 and 4 in order to measure joint space width. Measurement boxes are also placed on the metacarpal bones 2, 3 and 4 in order to measure bone mineral density. MCP, metacarpophalangeal.
Figure 3
Figure 3
JSW, BMD and SHS at baseline and 12 months. Whiskers demonstrate SD of the mean. (A) Demonstrates the JSW of MCP 2, 3 and 4 at baseline and at 1 year. (B) Demonstrates the BMD of the left and right hand at baseline and at 1 year. (C) Demonstrates erosion score, JSN score and the SHS at baseline and at 1 year. *Significant difference, p

Figure 4

Distribution of joints with damage…

Figure 4

Distribution of joints with damage or no damage: raw data, unadjusted and adjusted…

Figure 4
Distribution of joints with damage or no damage: raw data, unadjusted and adjusted model. On an individual joint level, the JSW when a joint received a JSN score of 0 and when a joint received a JSN score of >0 for the raw data, as well as for the unadjusted and adjusted multilevel models, is illustrated. Whiskers represent 95% CI. *Significant difference, p
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References
    1. Boini S, Guillemin F. Radiographic scoring methods as outcome measures in rheumatoid arthritis: properties and advantages. Ann Rheum Dis 2001;60:817–27. - PMC - PubMed
    1. McQueen FM. Imaging in early rheumatoid arthritis. Best Pract Res Clin Rheumatol 2013;27:499–522.10.1016/j.berh.2013.09.005 - DOI - PubMed
    1. Lillegraven S, van der Heijde D, Uhlig T, et al. . What is the clinical relevance of erosions and joint space narrowing in RA? Nat Rev Rheumatol 2012;8:117–20.10.1038/nrrheum.2011.202 - DOI - PubMed
    1. van der Heijde D. How to read radiographs according to the sharp/van der Heijde method. J Rheumatol 2000;27:261–3. - PubMed
    1. Aletaha D, Funovits J, Smolen JS. Physical disability in rheumatoid arthritis is associated with cartilage damage rather than bone destruction. Ann Rheum Dis 2011;70:733–9.10.1136/ard.2010.138693 - DOI - PubMed
Show all 34 references
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Figure 4
Figure 4
Distribution of joints with damage or no damage: raw data, unadjusted and adjusted model. On an individual joint level, the JSW when a joint received a JSN score of 0 and when a joint received a JSN score of >0 for the raw data, as well as for the unadjusted and adjusted multilevel models, is illustrated. Whiskers represent 95% CI. *Significant difference, p

References

    1. Boini S, Guillemin F. Radiographic scoring methods as outcome measures in rheumatoid arthritis: properties and advantages. Ann Rheum Dis 2001;60:817–27.
    1. McQueen FM. Imaging in early rheumatoid arthritis. Best Pract Res Clin Rheumatol 2013;27:499–522.10.1016/j.berh.2013.09.005
    1. Lillegraven S, van der Heijde D, Uhlig T, et al. . What is the clinical relevance of erosions and joint space narrowing in RA? Nat Rev Rheumatol 2012;8:117–20.10.1038/nrrheum.2011.202
    1. van der Heijde D. How to read radiographs according to the sharp/van der Heijde method. J Rheumatol 2000;27:261–3.
    1. Aletaha D, Funovits J, Smolen JS. Physical disability in rheumatoid arthritis is associated with cartilage damage rather than bone destruction. Ann Rheum Dis 2011;70:733–9.10.1136/ard.2010.138693
    1. Sharp JT, Gardner JC, Bennett EM. Computer-based methods for measuring joint space and estimating erosion volume in the finger and wrist joints of patients with rheumatoid arthritis. Arthritis Rheum 2000;43:1378–86.10.1002/1529-0131(200006)43:6<1378::AID-ANR23>;2-H
    1. Angwin J, Lloyd A, Heald G, et al. . Radiographic hand joint space width assessed by computer is a sensitive measure of change in early rheumatoid arthritis. J Rheumatol 2004;31:1050–61.
    1. Sharp JT, van der Heijde D, Angwin J, et al. . Measurement of joint space width and erosion size. J Rheumatol 2005;32:2456–61.
    1. Huo Y, Vincken KL, van der Heijde D, et al. . Automatic quantification of Radiographic Finger Joint Space Width of Patients with Early Rheumatoid Arthritis. IEEE Trans Biomed Eng 2016;63:2177–86.10.1109/TBME.2015.2512941
    1. Schenk O, Huo Y, Vincken KL, et al. . Validation of automatic joint space width measurements in hand radiographs in rheumatoid arthritis. J Med Imaging 2016;3:044502.10.1117/1.JMI.3.4.044502
    1. Lukas C, Sharp JT, Angwin J, et al. . Automated measurement of joint space width in small joints of patients with rheumatoid arthritis. J Rheumatol 2008;35:1288–93.
    1. Neumann G, dePablo P, Finckh A, et al. . Patient repositioning reproducibility of joint space width measurements on hand radiographs. Arthritis Care Res 2011;63:203–7.10.1002/acr.20374
    1. Pfeil A, Hansch A, Sommerfeld J, et al. . Reproducibility and influence of hand rotation on computer-aided joint space analysis. Joint Bone Spine 2012;79:384–8.10.1016/j.jbspin.2011.07.011
    1. Pfeil A, Haugeberg G, Hansch A, et al. . Value of digital X-ray radiogrammetry in the assessment of inflammatory bone loss in rheumatoid arthritis. Arthritis Care Res 2011;63:666–74.10.1002/acr.20423
    1. Pfeil A, Oelzner P, Renz DM, et al. . Is there a role for Digital X-ray radiogrammetry as surrogate marker for radiological progression and imaging of structural integrity in rheumatoid arthritis? BMC Musculoskelet Disord 2015;16:155.10.1186/s12891-015-0577-3
    1. Rezaei H, Saevarsdottir S, Geborek P, et al. . Evaluation of hand bone loss by digital X-ray radiogrammetry as a complement to clinical and radiographic assessment in early rheumatoid arthritis: results from the SWEFOT trial. BMC Musculoskelet Disord 2013;14:79.10.1186/1471-2474-14-79
    1. Forslind K, Boonen A, Albertsson K, et al. . Hand bone loss measured by digital X-ray radiogrammetry is a predictor of joint damage in early rheumatoid arthritis. Scand J Rheumatol 2009;38:431–8.10.3109/03009740902939376
    1. Rastogi A, Algulin J, Mangat P, et al. . Early metacarpal bone mineral density loss using digital x-ray radiogrammetry and 3-tesla wrist MRI in established rheumatoid arthritis: a longitudinal one-year observational study. Arthritis 2015;2015:852989–8.10.1155/2015/852989
    1. Wevers-de Boer KV, Heimans L, Visser K, et al. . Four-month metacarpal bone mineral density loss predicts radiological joint damage progression after 1 year in patients with early rheumatoid arthritis: exploratory analyses from the IMPROVED study. Ann Rheum Dis 2015;74:341–6.10.1136/annrheumdis-2013-203749
    1. van Vollenhoven RF, Ernestam S, Geborek P, et al. . Addition of infliximab compared with addition of sulfasalazine and hydroxychloroquine to methotrexate in patients with early rheumatoid arthritis (Swefot trial): 1-year results of a randomised trial. Lancet 2009;374:459–66.10.1016/S0140-6736(09)60944-2
    1. Böttcher J, Pfeil A, Rosholm A, et al. . Digital X-ray radiogrammetry combined with semiautomated analysis of joint space widths as a new diagnostic approach in rheumatoid arthritis: a cross-sectional and longitudinal study. Arthritis Rheum 2005;52:3850–9.10.1002/art.21606
    1. Pfeil A, Böttcher J, Seidl BE, et al. . Computer-aided joint space analysis (CAJSA) of the proximal-interphalangeal joint-normative age-related and gender specific data. Acad Radiol 2007;14:594–602.10.1016/j.acra.2007.01.032
    1. Pfeil A, Renz DM, Hansch A, et al. . The usefulness of computer-aided joint space analysis in the assessment of rheumatoid arthritis. Joint Bone Spine 2013;80:380–5.10.1016/j.jbspin.2012.10.022
    1. Rosholm A, Hyldstrup L, Backsgaard L, et al. . Estimation of bone mineral density by digital X-ray radiogrammetry: theoretical background and clinical testing. Osteoporos Int 2001;12:961–9.10.1007/s001980170026
    1. Pfeil A, Hansch A, Lehmann G, et al. . Impact of sex, age, body mass index and handedness on finger joint space width in patients with prolonged rheumatoid arthritis using computer-aided joint space analysis. Rheumatol Int 2009;29:517–24.10.1007/s00296-008-0728-z
    1. Burghardt AJ, Lee CH, Kuo D, et al. . Quantitative in vivo HR-pQCT imaging of 3D wrist and metacarpophalangeal joint space width in rheumatoid arthritis. Ann Biomed Eng 2013;41:2553–64.10.1007/s10439-013-0871-x
    1. Snekhalatha U, Anburajan M. Computer-based measurements of joint space analysis at metacarpal morphometry in hand radiograph for evaluation of rheumatoid arthritis. Int J Rheum Dis 2015:n/a (published Online First: 2015/04/14).10.1111/1756-185X.12559
    1. Huo Y, De Hair MJ, Shaib YO, et al. . Computerised versus conventional methodology of radiographic joint destruction assessment in early rheumatoid arthritis. RMD Open 2015;1:e000148.10.1136/rmdopen-2015-000148
    1. Goligher EC, Duryea J, Liang MH, et al. . Radiographic joint space width in the fingers of patients with rheumatoid arthritis of less than one year's duration. Arthritis Rheum 2006;54:1440–3.10.1002/art.21829
    1. Peloschek P, Langs G, Weber M, et al. . An automatic model-based system for joint space measurements on hand radiographs: initial experience. Radiology 2007;245:855–62.10.1148/radiol.2452061281
    1. Jergas M, Uffmann M, Escher H, et al. . Interobserver variation in the detection of osteopenia by radiography and comparison with dual X-ray absorptiometry of the lumbar spine. Skeletal Radiol 1994;23:195–9.10.1007/BF00197459
    1. Forsblad-d'Elia H, Carlsten H. Bone mineral density by digital X-ray radiogrammetry is strongly decreased and associated with joint destruction in long-standing rheumatoid arthritis: a cross-sectional study. BMC Musculoskelet Disord 2011;12:242.10.1186/1471-2474-12-242
    1. Pfeil A, Böttcher J, Seidl BE, et al. . Computer-aided joint space analysis of the metacarpal-phalangeal and proximal-interphalangeal finger joint: normative age-related and gender-specific data. Skeletal Radiol 2007;36:853–64.10.1007/s00256-007-0304-8
    1. Hambardzumyan K, Bolce R, Saevarsdottir S, et al. . Pretreatment multi-biomarker disease activity score and radiographic progression in early RA: results from the SWEFOT trial. Ann Rheum Dis 2015;74:1102–9.10.1136/annrheumdis-2013-204986

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