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Radiographic remission in rheumatoid arthritis quantified by computer-aided joint space analysis (CASJA): a post hoc analysis of the RAPID 1 trial



The reduction of finger joint space width (JSW) in patients with rheumatoid arthritis (RA) is strongly associated with joint destruction. Treatment with certolizumab pegol (CZP), a PEGylated anti-TNF, has been proven to be effective in RA patients. The computer-aided joint space analysis (CAJSA) provides the semiautomated measurement of joint space width at the metacarpal-phalangeal joints (MCP) based on hand radiographs. The aim of this post hoc analysis of the RAPID 1 trial was to quantify MCP joint space distance (JSD-MCP) measured by CAJSA between baseline and week 52 in RA patients treated with certolizumab pegol (CZP) plus methotrexate (MTX) compared with MTX/placebo.


Three hundred twenty-eight patients were included in the post hoc analysis and received placebo plus MTX, CZP 200 mg plus MTX and CZP 400 mg plus MTX. All patients underwent X-rays of the hand at baseline and week 52 as well as assessment of finger joint space narrowing of the MCP using CAJSA (Version 1.3.6; Sectra; Sweden). The joint space width (JSW) was expressed as mean joint space distance of the MCP joints I to V (JSD-MCPtotal).


The MTX group showed a significant reduction of joint space of − 4.8% (JSD-MCPtotal), whereas in patients treated with CZP 200 mg/MTX and CZP 400 mg/MTX a non-significant change (JSD-MCPtotal + 0.6%) was observed. Over 52 weeks, participants with DAS28 remission (DAS28 ≤ 2.6) exhibited a significant joint space increase of + 3.3% (CZP 200 mg plus MTX) and + 3.9% (CZP pegol 400 mg plus MTX).


CZP plus MTX did not reduce JSD-MCPtotal estimated by CAJSA compared with MTX/placebo. Furthermore, clinical remission (DAS28 ≤ 2.6) in patients treated with CZP plus MTX was associated with an increasing JSD, indicating radiographic remission in RA.

Key message

  • Treatment with certolizumab pegol is associated with the absence of joint space narrowing as detected by computer-aided joint space analysis (CASJA).

  • Clinical remission (DAS28 ≤ 2.6) is associated with finger joint space widening in RA patients treated with certolizumab pegol.

  • Clinical remission in combination with finger joint space widening represents radiological remission in RA.

  • The improvement of HAQ-DI is related to an increased finger joint space width which corresponded with an improved joint function.


Rheumatoid arthritis (RA) is a chronic inflammatory disease characterized by persistent synovitis which ultimately leads to the destruction of articular structure and subchondral bone [1]. The joints involved most frequently are the metacarpophalangeal (MCP) joints of the hands, the wrists and small joints of the feet. In established RA, radiographs reveal joint space narrowing as a result of cartilage loss and characteristic erosions of the bone.

Currently, radiographic scoring systems, especially the modified Sharp/van der Heijde scoring (SHS), are the gold standard for the evaluation of joint space width (JSW) in studies and clinical routine [2]. Due to the introduction of effective RA therapy strategies such as biological and targeted synthetic disease-modifying antirheumatic drugs (DMARDs), traditional scoring methods may fail to detect differences of radiographic progression between treatment and placebo groups [3].

In the last years, different computer-based techniques were developed to assess finger JSW using hand radiographs [4,5,6]. One of these methods is the new computer-aided joint space analysis (CAJSA, Version 1.3.6; Sectra; Sweden), which conducts semi-automated measurements of joint space distances (JSD) at the metacarpal-phalangeal joints (MCP) by using digitized hand radiographs. In recent studies, CAJSA has been reported to detect and quantify joint space narrowing of MCP as typical RA-related radiographic changes [7,8,9]. In addition, the CAJSA-technique was able to differentiate between treatment groups, whereas the Sharp Score did not show any significant changes [9]. The superior performance of CAJSA is based on a high reproducibility (interradiographic reproducibility 0.63% and intraradiographic reproducibility 0.38% for digital X-rays) [10] as well as a high sensitivity of 88.1% and specificity of 77.8% for the measurement of joint space narrowing in RA [8].

The aim of this post hoc analysis based of the RAPID (Rheumatoid Arthritis Prevention of Structural Damage) 1 trial [11] was the quantification of joint space distance (JSD) of MCP (JSD-MCP) measured by CAJSA between baseline and week 52 for the placebo/methotrexate (MTX) group compared to certolizumab pegol (CZP) 200 mg plus MTX and CZP 400 mg plus MTX. Additionally, the JSD-MCP values were evaluated in patients with clinical remission (Disease Activity Score {DAS} 28 ≤ 2.6) and without clinical remission (DAS28 > 2.6) under the treatment with CZP 200 mg/MTX versus CZP 400 mg/MTX.


Study population

The post hoc analysis encompassed a total of 328 RA patients included in the 52-week, phase III, multicentre, randomized, double-blind, placebo-controlled, parallel-group trial RAPID 1 trial [11]. Patients had received placebo plus MTX (N = 31), CZP 200 mg plus MTX (N = 149) or CZP 400 mg plus MTX (N = 148).

Radiographs of the hands (anteroposterior) and feet (posteroanterior) were obtained at baseline and week 52. The images have been checked regarding quality as described by Pfeil et al. [12], and 17 patients were excluded because of not measurable JSW by CASJA. Clinical remission was assessed based on DAS28 (DAS28 ≤ 2.6) [13].

Measurement of JSW by CASJA

All subjects underwent measurements of the JSD at the MCP joints (thumb to small finger; JSD-MCP) using the CAJSA technology (Radiogrammetry Kit, Version 1.3.6; Sectra; Sweden). The measurement started with the positioning of the region of interest to specify a particular joint to be measured. This is the only operator-dependent procedure in the entire measurement process. All CAJSA measurements were performed by the same operator. The CAJSA software is based on automatic edge filtering within the region of interest identifying the specified bones and their cortical edges. This was followed by calculation of the mean average and the standard deviation by the CAJSA software. The JSD measurements for each articulation and for all MCP joints (from thumb to the small finger) were given in centimetre. A total JSD-MCP (JSD-MCPtotal) was calculated.

All images and treatment regimens were blinded to the assessor.

The joint space narrowing (JSN) scoring using the modified Sharp/van der Heijde scoring depended on the smallest point in the joint space [2], whereas CAJSA-JSD measurements quantify the mean JSD in a predefined interval.

Radiographic scoring

The radiographic scoring was performed as published by in the RAPID 1 trial using the modified total Sharp score (mTTS), including the erosion score (ES) and JSN score [11].

Statistical analysis

We used the Mann-Whitney U test to compare baseline characteristics between the three treatment groups (placebo/MTX, CZP 200 mg/MTX, CZP 400 mg/MTX). To compare the radiographic scoring by mTTS and JSW as measured by CAJSA between baseline and week 52, the Wilcoxon signed-rank test was applied. Additionally, the DAS28 (erythrocyte sedimentation rate; DAS28-ESR) was used to quantify clinical remission. The study cohort was stratified in patients with clinical remission (DAS28 ≤ 2.6) and without clinical remission (DAS28 > 2.6). The differences were also compared with the Wilcoxon signed-rank test. Finally, the JSD-MCP was compared in patients with an improved Health Assessment Questionnaire Disability Index (HAQ-DI) to patients without any improvement of the HAQ-DI. The Mann-Whitney U test was used to compare both groups.

Further, P values < 0.05 were considered as statistically significant. Statistical analysis was performed by using SPSS® version 24.0 (IBM SPSS Statistics, Chicago, IL, USA), for Windows.


Baseline characteristics (for details, see Table 1)

The post hoc analysis included 328 RA patients (265 women and 63 men) with a mean age of 51.2 ± 10.7 years and a mean disease duration of 6.0 ± 4.0 years. There were no significant differences between the groups at baseline with regard to rheumatoid factor (RF) positivity, c-reactive protein (CRP), ESR (1st hour), DAS28-ESR, health assessment questionnaire (HAQ), mTSS, ES and JSN.

Table 1 Baseline characteristics of the study population regarding the treatment groups (MTX methotrexate, CZP certolizumab pegol, SD standard deviation, RF rheuma factor, CRP C-reactive protein, ESR erythocyte sedimentation rate, DAS28 Disease Activity Score 28, HAQ-DI Health Assessment Questionnaire Disability Index, mTSS modified total Sharp score, ES erosion score and JSN joint space narrowing score)

Radiographic progression over 52 weeks

For the placebo/MTX-arm, a non-significant change of mTSS from 26.4 ± 32.2 Sharp units (baseline) to 27.4 ± 31.8 Sharp units (week 52) was evaluated. A similar result was observed for JSN (16.7 ± 19.2 Sharp units [baseline] to 17.8 ± 21.1 Sharp units [week 52]; P < 0.05) and ES (9.2 ± 15.6 Sharp units [baseline] to 9.7 ± 17.1 Sharp units [week 52]; P = n. s.). Regarding CZP 200 mg/MTX, a non-significant increase was revealed for mTSS (32.3 ± 36.8 Sharp units [baseline] to 32.8 ± 36.9 Sharp units [week 52]), JSN (20.8 ± 23.0 Sharp units [baseline] to 20.9 ± 21.7 Sharp units [week 52]) and ES (11.2 ± 15.8 Sharp units [baseline] to 11.6 ± 16.2 Sharp units [week 52]). The CZP 400 mg/MTX-arm showed a decrease of mTSS (29.3 ± 36.1 Sharp units [baseline] to 29.2 ± 35.8 Sharp units [week 52], P < n. s.) and ES (11.6 ± 17.6 Sharp units [baseline] to 11.5 ± 17.4 Sharp units [week 52], P < n. s.) as well as a stable JSN (17.6 ± 20.3 Sharp units [baseline] and 17.6 ± 20.4 Sharp units [week 52], P < n. s.).

JSW over 52 weeks

Patients treated with placebo/MTX showed a significant joint space reduction of − 4.8% for JSD-MCPtotal from 0.151 ± 0.028 cm (baseline) to 0.144 ± 0.033 cm (week 52). For participants who received CZP 400 mg/MTX, a non-significant change (+ 0.6%) of JSD-MCPtotal from 0.146 ± 0.034 cm (baseline) to 0.147 ± 0.036 cm (week 52) was observed. No reduction of JSD was also evaluated for the CZP 200 mg/MTX-arm (JSD-MCPtotal: 0.147 ± 0.035 cm [baseline] to 0.147 ± 0.036 cm [week 52]).

JSW and DAS (for details, see Tables 2 and 3 as well as Fig. 1)

Patients treated with CZP 200 mg/MTX and a DAS28 remission (DAS28 ≤ 2.6) showed a significant joint space increase of + 5.9% for JSD-MCPtotal from 0.153 ± 0.030 cm (baseline) to 0.162 ± 0.031 cm (week 52). This was also applicable for the CZP 400 mg/MTX group and DAS28 remission (DAS28 ≤ 2.6), yielding a significant (p < 0.05) joint space increase of JSD-MCPtotal + 3.3% from 0.152 ± 0.031 cm (baseline) to 0.157 ± 0.034 cm (week 52).

Table 2 Changes of finger JSD of MCP joints (from thumb to little finger) based on DAS28 remission in RA patients treated with CZP 200 mg plus MTX (*P < 0.01; **P = n. s.)
Table 3 Changes of finger JSD of MCP (from thumb to little finger) based on DAS28 remission for RA patients treated with CZP 400 mg plus MTX (*P < 0.01; **P = n. s)
Fig. 1

Changes of JSD-MCPtotal between baseline and week 52 stratified for clinical remission as measured by DAS28 for a CZP 200 mg plus MTX and b CZP 400 mg plus MTX

For patients under CZP 400 mg/MTX who did not reach DAS28 remission (DAS28 > 2.6), a non-significant (p = n. s.) change of JSD-MCPtotal from 0.145 ± 0.034 cm (baseline) to 0.144 ± 0.036 cm (week 52) was observed. A similar result was evaluated for the CZP 200 mg/MTX-arm (JSD-MCPtotal: 0.146 ± 0.037 cm [baseline] to 0.143 ± 0.037 cm [week 52]).


Patients with an improvement of the HAQ-DI over 52 weeks presented a significant wider JSW (JSD-MCPtotal: 0.148 ± 0.036 cm; + 4.2%) and CZP 400 mg/MTX (JSD-MCPtotal: 0.149 ± 0.03 cm; + 9.6%) compared to patients without an HAQ-DI improvement (CZP 200 mg/MTX: JSD-MCPtotal: 0.142 ± 0.038 cm; CZP 400 mg/MTX: JSD-MCPtotal: 0.136 ± 0.047 cm).


The aim of this post hoc analysis of a study subset of the RAPID 1 trial was to evaluate JSD-MCP as measured by CAJSA in RA patients treated with placebo/MTX versus CZP 200 mg/MTX and CZP 400 mg/MTX. Additionally, JSD-MCP was evaluated focusing on the impact of clinical remission.

The study revealed a non-significant change of radiographic progression as detected by mTSS, ES and JSN depending on the three treatment arms, whereas the CAJSA technique was able to quantify differences of JSW regarding the treatment with placebo/MTX versus CZP 200 mg/MTX and CZP 400 mg/MTX. In the head-to-head comparison of the Sharp JSN score and the measurement of JSD by CAJSA concerning the quantification of therapeutic effects on finger JSW, the Sharp JSN score was not able to detect changes of JSW. The detailed analysis of JSW could only be carried out with the CAJSA [9].

Further, the study presented a significant joint space reduction of JSD-MCPtotal with − 4.8% over 52 weeks in patients only treated with placebo plus MTX. Similar results were described for MTX compared to leflunomide (LEF) using the CAJSA technique demonstrating an advanced joint space reduction [9]. Structural joint damage and radiographic progression are reflected by an increased joint space narrowing [14]. Radiographic progression is described by the change of radiographic scoring between two time points and can be detected by different established scoring techniques [15, 16] as well as the computer-aided quantification of finger JSW by CAJSA [7,8,9].

The treatment of RA with TNF alpha inhibitors resulted in a remarkable inhibition of radiographic progression and structural damage [17]. For example, Atsumi et al. showed a significant reduction of joint space narrowing (JSN) evaluated by the modified total Sharp score (mTSS) in RA patients treated with CZP [18]. The data of our post hoc analysis revealed no significant changes of JSD-MCP over 52 weeks for both CZP groups.

Consequently, the non-significant change of JSD-MCP is a surrogate marker for structural integrity, defined by zero radiographic progression [3, 14, 19]. With the introduction of biological and targeted synthetic DMARDs, the conventional radiographic scoring systems seem to be impaired in detecting radiographic changes and structural preservation [3, 19, 20]. The insensitivity of the conventional scoring is potentially explainable by a short treatment period of the placebo group with an escape to the treatment group following by a low radiographic progression rate in the control group [19, 20]. On the other hand, the computer-aided analysis of hand radiographs including the measurement of finger JSW seems to be more sensitive in the detection of minimal changes during radiographic progression [9, 21, 22].

Clinical remission is the treatment target in RA [23]. In our analysis, patients with DAS28 remission (DAS28 ≤ 2.6) showed a significant joint space increase of + 3.3% (CZP 200 mg/MTX) and + 3.9% (CZP 400 mg/MTX) over 52 weeks. As generally known, joint destruction in RA is comprised of cartilage and bone damage, which can be evaluated radiographically separately by the joint space narrowing (JSN) and erosion (ERO) scores, both of which are assessed separately when employing the total Sharp score (TSS) and its modification [24]. Aletaha et al. postulated that in RA patients’ cartilage, damage appears to be the more clearly associated with irreversible physical disability than bony damage [25]. The increase of JSD-MCP in RA patients with DAS28 remission could be assumed as a surrogate marker for repairing of damaged cartilage and joint. However, repair of bone erosions, defined as regression of erosion scores in RA patients, could be detected with magnetic resonance imaging (MRI) [26]. In detail, T1ρ mapping-based MRI strongly correlates with collagen/proteoglycan changes of the cartilage. Ku et al. reported an improved cartilage matrix health as measured by T1ρ mapping in RA patients under the treatment with CZP compared to MTX [27]. Consequently, healing of cartilage is potentially associated with reduced radiographic progression in RA.

Unfortunately, the current available scoring methods (e.g. Sharp score) were not able to detect reparative joint changes. The quantified increase of JSW as measured by CAJSA in combination with a clinical remission of RA represented potentially healing effects of the cartilage and confirmed the radiographic remission. In this context, this result should be verified by other imaging modalities (e.g. MRI of the cartilage) or histological studies of the cartilage.

Our study demonstrated a wider joint space in patients with an improved HAQ-DI over 52 weeks compared to patients without a HAQ-DI improvement. Aletaha et al. and Smolen et al. showed that in patients with established RA [25] and early RA [28], the cartilage damage evaluated by joint space narrowing is more associated with impairment of physical functioning than bone erosions.

Our post hoc analysis demonstrated radiographic remission with joint space widening under the treatment with CZP. To the best of our knowledge, this is the first study evaluating computer-aided measurements of finger JSW in patients treated with biologic DMARDs. Therefore, further studies are required with different substances (e.g. targeted synthetic DMARDs) to verify radiological remission.

As a potential limitation of our study, the influence of X-ray imaging parameters as well as joint gap width detection should be discussed. In this context, an experimental study revealed no significant influence of the image acquisition protocol on measurement JSD [29]. Additionally, the CAJSA-system checked the image quality and stopped the measurements if the image quality was poor and if there was a misalignment of the joints. Furthermore, CAJSA measurement of JSD is influenced by a hand rotation of more than 15° [10] which corresponded to an oblique projection [10]. In our study, we did not use oblique hand radiographs for CAJSA-JSD measurements.


In conclusion, radiographic progression is detectable by conventional scoring methods and CAJSA. CAJSA allows sufficient quantification of structural integrity, reflecting the inhibition of joint space narrowing under treatment with CZP. Furthermore, clinical remission (DAS28 ≤ 2.6) was associated with an increasing joint space width which indicates radiographic remission in RA.

Availability of data and materials

The datasets used and/or analysed during the current study are available from the corresponding author on reasonable request.



Computer-aided joint space analysis


C-reactive protein


Certulizumab pegol


Disease Activity Score 28


Erosion score


Erythrocyte sedimentation rate


Health Assessment Questionnaire Disability Index


Joint space distance


Joint space distance of the metacarpal-phalangeal joint


Joint space narrowing score


Joint space width


Metacarpal-phalangeal joint


Modified total Sharp score

n. s.:

Not significant


Rheumatoid arthritis


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The authors thank Jacob Algulin (managing director, Sectra, Sweden) for the use of the computer-aided joint space analysis. Further thanks to Thomas Lehmann (PhD) for the statistical advice. Many thanks to Dr. Eric Härtel (UCB Pharma GmbH, Monheim, Germany) and Dr. Robert Reinhold (UCB Pharma GmbH, Monheim, Germany) for the support in performing the investigator-initiated study in Jena and for the helpful critical discussion of the data.


This investigator-initiated study “Automatic assessment of joint space narrowing in rheumatoid arthritis based on the post-hoc analysis” (number: IIS-2016-110818) is a part of the of the investigator-initiated study “The quantification of inflammatory related periarticular bone loss in certolizumab pegol treated patients with rheumatoid arthritis” (number: IIS-2014-101458) which is supported by UCB Pharma GmbH, Monheim, Germany. Open Access funding enabled and organized by Projekt DEAL.

Author information




AP designed the study, analysed the radiographs, performed the statistical analysis, wrote the manuscript and revised the manuscript. AN performed the CAJSA measurements and participated on the statistical analysis as well as on the study design. AP, JB and DR analysed the radiographs, interpreted the radiograph data and helped to draft the manuscript. AP and DR performed the statistical analysis and interpreted the data. MF performed the data collection and participated on the statistical analysis. PO edited the manuscript. AM printed and evaluated the radiographs. GW interpreted the data and edited the manuscript. JB participated on the study design, read the hand X-ray and wrote the manuscript. AP and TH revised the manuscript. All authors read and approved the final manuscript.

Corresponding author

Correspondence to Alexander Pfeil.

Ethics declarations

Ethics approval and consent to participate

The study is a retrospective post hoc analysis of data sets which are also considered in the RAPID 1 trial [11]. The study protocol is registered in (trial identifier: NCT00152386). All examinations were performed in accordance with the rules and regulations of the local Human Research and Ethics Committee of the Friedrich-Schiller-University Jena (Germany). Based on the regulations of the ethics committee of the Friedrich-Schiller-University Jena, a registration and a separate consent from any patient were not required for the detailed post hoc analysis of the X-rays.

Consent for publication

Not applicable.

Competing interests

Alexander Pfeil, Anica Nussbaum, Diane M. Renz, Tobias Hoffmann, Ansgar Malich, Marcus Franz, Peter Oelzner, Gunter Wolf and Joachim Böttcher declared no conflict of interest.

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Pfeil, A., Nussbaum, A., Renz, D.M. et al. Radiographic remission in rheumatoid arthritis quantified by computer-aided joint space analysis (CASJA): a post hoc analysis of the RAPID 1 trial. Arthritis Res Ther 22, 229 (2020).

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  • Rheumatoid arthritis
  • RA
  • Computer-aided joint space
  • Joint space width
  • JSW
  • Joint space distance
  • JSD
  • Certolizumab pegol
  • Methotrexate
  • MTX
  • Radiographic remission