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Site-specific assessment of spinal radiographic progression improves detection of TNF blocker-associated disease modification in axial spondyloarthritis: longitudinal observational data from the Swiss Clinical Quality Management Registry

Abstract

Objectives

To analyse whether time-varying treatment with tumour necrosis factor inhibitors (TNFi) in radiographic axial spondyloarthritis (r-axSpA) has a differential impact on structural damage progression on different spinal segments (cervical versus lumbar spine).

Methods

Patients with r-axSpA in the Swiss Clinical Quality Management cohort were included if cervical and lumbar radiographs were available at intervals of 2 years for a maximum of 10 years. Paired radiographs were scored by two calibrated readers according to the modified Stoke Ankylosing Spondylitis Spine Score (mSASSS). The relationship between TNFi use and progression in the cervical and the lumbar spine was analysed using generalised estimating equation models and adjustment for potential confounding. Radiographic progression per spinal segment was defined as an increase of ≥ 1 mSASSS unit or by the formation of ≥ 1 new syndesmophyte over 2 years.

Results

Mean ± SD symptom duration was 13.8 ± 9.8 years. Mean ± SD mSASSS progression per radiographic interval was 0.41 ± 1.69 units in the cervical spine and 0.45 ± 1.45 units in the lumbar spine (p = 0.66). Prior use of TNFi significantly reduced the odds of progression in the cervical spine by 68% (OR 0.32, 95% CI 0.14–0.72), but not in the lumbar spine (OR 0.99, 95% CI 0.52–1.88). A more restricted inhibition of progression in the lumbar spine was confirmed after multiple imputation of missing covariate data (OR 0.43, 95% CI 0.24–0.77 and 0.85, 95% CI 0.51–1.41, for the cervical and lumbar spine, respectively). It was also confirmed with progression defined as formation of ≥ 1 syndesmophyte (OR 0.31, 95% CI 0.12–0.80 versus OR 0.56, 95% CI 0.26–1.24 for the cervical and lumbar spine, respectively).

Conclusion

Disease modification by treatment with TNFi seems to more profoundly affect the cervical spine in this r-axSpA population with longstanding disease. Site-specific analysis of spinal progression might, therefore, improve detection of disease modification in clinical trials in axSpA.

Background

Impairments in physical function in ankylosing spondylitis (AS) are determined by both disease activity and spinal mobility [1]. The latter is independently associated with spinal inflammation as well as with structural damage [2]. The disease-modifying capacity of tumour necrosis factor inhibitors (TNFi)—approved in AS and axial spondyloarthritis (axSpA) for their effect on inflammation—has long been questioned [3]. Several recent studies evaluating the impact of time-varying treatment with TNFi on spinal radiographic progression in patients with AS (meanwhile referred to as radiographic (r)-axSpA [4]) have consistently found slowing of osteoproliferative changes [5]. Their study design, including adjustment for time-varying potential confounders, suggest causality, although the definitive demonstration of the latter might be more difficult to confirm [5].

Axial disease in axSpA usually starts in the sacroiliac joints and later involves the spine [6,7,8]. There is evidence that syndesmophyte formation progresses from caudal to cranial [9,10,11]. Radiographic progression at different time-points might, therefore, differ in the cervical versus the lumbar spine. Distinct progression rates in spinal segments might also be due to differences in mechanical load and biomechanical forces, given that mechanical strain might enhance new bone formation in spondyloarthritis [12]. Finally, overlapping degenerative changes might differentially affect spinal segments [13, 14] and affect evaluation of progression of lesions associated with axSpA. We thought to evaluate whether the demonstrated impact of time-varying treatment with TNFi on spinal progression as assessed by validated methods might differ in the cervical versus the lumbar spine by re-analysing data from a large national cohort of patients with r-axSpA.

Methods

Study population

We took advantage of a large national observational registry of patients diagnosed with axSpA by their treating rheumatologist, the Swiss Clinical Quality Management (SCQM) axSpA cohort [15]. Patients were included in the current study if they fulfilled the Assessment of SpondyloArthritis international Society (ASAS) classification criteria for axSpA [16] and the radiographic item of the modified New York criteria [17] and if they had at least two sets of lateral radiographs of the cervical and the lumbar spine with an interval of 2 years ± 1 year. Clinical assessments were performed according to the recommendations of the ASAS [18]. The study was approved by the Ethics Committee of the Canton of Zurich (KEK-ZH-Nr. 2014–0439 and BASEC-Nr. 2022–00,272). All patients provided written informed consent prior to recruitment into SCQM.

Assessment of radiographic progression

The study represents a statistical re-analysis of scoring data of the SCQM registry published previously [15]. We used our original scoring of spinal radiographs according to the modified Stoke Ankylosing Spondylitis Spinal Score (mSASSS) [19] but divided for the current analysis the total mSASSS (range 0–72) into the cervical mSASSS and the lumbar mSASSS (range 0–36 for each segment). As reported [15], all radiographs per patient were scored by two trained readers (MdH, XB) with knowledge of chronology but blinded to all clinical data. Both readers have extensive experience in scoring of spinal imaging in axSpA and were also involved in studies evaluating potentially overlapping degenerative disease [14, 20]. Radiographs were excluded if > 3 vertebral corners (VC) in both the cervical and lumbar spine were missing. An adaptation algorithm was used to impute individual missing VCs [21] as detailed in the supplementary appendix. An independent adjudicator (AC) scored all X-rays from a patient, if an absolute difference in mSASSS status scores of at least 5 units was detected between the primary readers in at least one radiograph set. Averaged scores per vertebral corner were used and, in case of adjudication, the score of the primary reader closest to the adjudicator.

Radiographic progression for the cervical and lumbar spine was defined as an increase in cervical mSASSS and in lumbar mSASSS of ≥ 1 unit over an interval of 2 years in the respective spinal segment. We alternatively defined radiographic progression as an increase in cervical or lumbar mSASSS of ≥ 2 units over 2 years in sensitivity analyses (supplementary appendix). Moreover, we assessed the percentage of patients with formation of at least one syndesmophyte in the cervical spine and the lumbar spine, respectively. Syndesmophytes were only counted if both readers agreed upon their presence.

Statistical analyses

The relationship between treatment (TNFi and/or NSAIDs) and radiographic progression of ≥ 1 mSASSS unit per spinal segment was analysed using generalised estimating equations (GEE) with an “exchangeable” correlation structure.

Based on the results of our previous analysis and findings in other cohorts [5], any treatment with TNFi prior to the radiographic interval was used as the variable representing TNFi treatment (with the majority of patients being treated with TNFi for at least 2 years [15]). Time-varying information on regular NSAIDs treatment was available at start of each interval as “yes/no,” without information on whether the agent used was a traditional NSAID or a coxib. The models were further adjusted for sex, symptom duration, human leucocyte antigen B27 (HLA-B27) status, smoking status, presence of peripheral arthritis, body mass index (BMI) categories, length of the radiographic interval, and baseline radiographic damage (either mSASSS at start of the interval or the presence of syndesmophytes in any spinal segment). The models were further adjusted for the number of physical activity sessions per week as a proxy for mechanical strain on the spine. This variable combined information available from a patient questionnaire on type of exercise (axSpA gymnastics in groups or at home, training in fitness centres or other) and its frequency (1–2x/week; 3–4x/week; 5–7x/week) without data on duration of the respective exercise sessions. Time-varying disease activity parameters (e.g. C-reactive protein (CRP)) were not included in the models, as these variables were shown to mediate the effect of TNFi on radiographic progression [15]. The issue of confounding by indication was addressed by adjusting for the ASDAS-CRP value before the start of TNFi treatment in an additional model. ASDAS-CRP at inclusion in the SCQM cohort was considered in this model for patients not treated with TNFi. To investigate the issue of missing values, the GEE models were also fitted using multiple imputation of missing covariate data (supplementary appendix). The R statistical software was used for all analyses.

Results

Unadjusted analyses

Demographic and clinical characteristics of 433 patients with r-axSpA and at least two sets of lateral radiographs of the cervical and the lumbar spine with an interval of 2 years ± 1 year are shown at start of first radiographic interval in Table 1. Reliability of mSASSS scoring for this population has already been presented [15] and was considered “good” (ICC 0.85). It was slightly better for the lumbar spine scoring in comparison to the cervical spine scoring (ICC 0.90, 95% CI 0.85–0.92 versus ICC 0.73, 95% CI 0.65–0.78, respectively). Mean (SD) total progression per radiographic interval was 0.86 (2.53) mSASSS units, with no difference observed between the cervical and the lumbar segment of the spine: 0.41 (1.69) units versus 0.45 (1.45) units, respectively (Welch two-sample t-test p-value 0.66; confidence interval (CI) of the difference in means: − 0.22 to 0.14). We did not observe a difference with regard to the appearance of new syndesmophytes at the cervical vs. the lumbar level: mean (SD) new cervical syndesmophyte number 0.16 (0.66) vs. 0.17 (0.58) for the lumbar spine (CI for the difference in means − 0.09 to 0.06, p = 0.75). The cervical and lumbar mSASSS is depicted separately for individual patients as a function of symptom duration in Fig. 1. Relevant progression in the cervical spine was only visible from the end of the first decade onwards, while it started earlier in the lumbar spine.

Table 1 Baseline characteristics at first radiograph
Fig. 1
figure 1

Modified Stoke Ankylosing Spondylitis Spinal Score (mSASSS) stratified by spinal segments (range 0–36) and shown for individual patients plotted as a function of duration since symptom onset. Progression in the cervical spine in blue (upper part of the figure), progression in the lumbar spine in green (lower part of the figure)

Adjusted longitudinal analyses

Results of adjusted longitudinal analyses to assess factors impacting on spinal radiographic progression are shown separately for the cervical and the lumbar spine in Fig. 2. Treatment with TNFi before the start of the radiographic interval was associated with a much lower odds ratio for progression by ≥ 1 mSASSS unit in the cervical spine (OR 0.32, 95% CI 0.14–0.72) in comparison to the 50% reduction in progression when the cervical and the lumbar spine were analysed together in our previous publication [15], due to the fact that progression was not significantly retarded in the lumbar spine (OR 0.99, 95% CI 0.52–1.88) (Fig. 2A). A higher reduction of the odds of progression in the cervical spine compared to the lumbar spine was also observed with progression defined as the formation of ≥ 1 syndesmophyte (OR 0.31, 95% CI 0.12–0.80 for the cervical spine versus OR 0.58, 95% CI 0.26–1.24 for the lumbar spine) (Fig. 2B). The results were confirmed in several sensitivity analyses: (a) with progression defined as an increase in ≥ 2 mSASSS units per spinal segment (Supplementary Table S1), (b) after multiple imputation of missing covariate data (Table 2A), and (c) after additional adjustment for disease activity as assessed by the ASDAS at start of treatment to address the potential issue of confounding by indication (Table 2B). Lower mSASSS progression in the cervical versus the lumbar spine upon TNFi treatment is illustrated in a cumulative probability plot for patients with high risk of further progression (TNFi treated patients not reaching an ASDAS-CRP ≤ 2.1 (ASDAS low disease activity) at start of the radiographic interval) in Fig. 3. In contrast, progression was almost completely inhibited in patients treated with TNFi reaching remission (ASDAS-CRP ≤ 1.3) before the radiographic interval for both the cervical and the lumbar segment of the spine (Supplementary Fig. 1).

Fig. 2
figure 2

Multivariable analysis of 616 radiographic intervals from 432 patients for the identification of factors associated with spinal radiographic progression in the cervical spine (blue) and the lumbar spine (green). Progression was defined as A an increase in ≥ 1 mSASSS unit per spinal segment in 2 years and B as the formation of at least one new syndesmophyte per spinal segment in 2 years. BMI, body mass index; HLA-B27, human leucocyte antigen B27; mSASSS, modified Stoke Ankylosing Spondylitis Spinal Score; NSAIDs, nonsteroidal anti-inflammatory drugs; Ref, reference; TNFi, tumour necrosis factor inhibitor. Asterisk symbol (*) indicates the following: mSASSS at start of each 2-year radiographic interval in A and presence of syndesmophytes at start of each 2-year radiographic interval (yes vs no) in B

Table 2 Sensitivity analyses performed after multiple imputation of missing covariate data. Models with and without ASDAS at treatment start to address the potential issue of confounding by indication
Fig. 3
figure 3

Spinal radiographic progression in patients with high risk of progression (patients already treated with TNFi, but not reaching an ASDAS ≤ 2.1 at the beginning of each radiographic interval). Cumulative probability plot of 2-year progression in the modified Stoke Ankylosing Spondylitis Spinal Score (mSASSS; range 0–72), illustrating the change in total (cervical + lumbar) mSASSS values from baseline of each individual radiographic interval to 2 years (grey). The mSASSS values for the cervical and lumbar spinal segments (range 0–36) are shown in blue and green, respectively. Radiographic progression was defined as an increase in total mSASSS of ≥ 2 units in 2 years and an increase of ≥ 1 unit if only the cervical or lumbar segments of the spine were considered (dotted lines)

The impact of additional factors on spinal radiographic progression

Baseline radiographic damage was the most important predictor of further mSASSS progression in both spinal segments (Fig. 2 and Table 2). The number of exercise sessions per week—as a proxy for mechanical strain—had no consistent impact on mSASSS progression (Fig. 2 and Table 2). The regular use of NSAIDs was, comparably to the use of TNFi, also associated with reduced progression exclusively in the cervical spine (OR 0.33, 95% CI 0.14–0.77 and OR 1.15, 95% CI 0.53–2.48 for the cervical and the lumbar spine, respectively, Fig. 2) with statistical significance lost, however, in the sensitivity analyses performed (Table 2). To better understand the impact of sex on radiographic progression, we excluded baseline damage from the main model (Table 3). Male sex was significantly associated with radiographic progression in both the cervical and the lumbar spine in this model, an effect that was partly concealed if the baseline damage was considered in the original model. The size of the effect induced by treatment with TNFi on progression was only minimally affected by this change (Table 3). Current smoking was not associated with radiographic progression neither in the cervical spine nor in the lumbar spine.

Table 3 Analysing spinal progression in the cervical versus the lumbar spine after excluding baseline structural damage from the models to better depict the impact of sex

Discussion

Our re-analysis of the longitudinal assessment of spinal structural damage by region in a large cohort of patients with r-axSpA reveals that the retardative effect of TNFi treatment on radiographic progression [5] is not equally distributed between the spinal segments. A much greater effect can be detected in the cervical spine than the one found for the whole spine in our registry [15], explained by a smaller magnitude of the impact—not reaching statistical significance—in the lumbar spine. This result was found with progression defined as an increase in mSASSS of at least 1 or 2 units per spinal segment, as well as the formation of at least 1 syndesmophyte. It was confirmed in several sensitivity analyses: after multiple imputation of missing covariate data, after the addition of disease activity as assessed by the ASDAS at treatment start; and after exclusion of baseline structural damage.

The mSASSS remains the most validated and widely used method to assess spinal radiographic progression in axSpA, despite progress achieved in the area of imaging [22]. The standardised clinical and radiographic assessments at regular intervals and statistical methods that take into account not only potential confounders but also the within-patient correlation of structural damage represent important strengths of our study.

How can the finding of a comparable crude radiographic progression in the cervical and the lumbar spine over 2 years be explained in light of a more profound drug-induced inhibition of progression in the cervical spine over the same period? A higher natural progression rate in the cervical spine in patients with comparable mean symptom duration would be compatible with both findings. The fact that we found that most structural damage progression in the first 5 years of disease seems to be confined to the lumbar spine would be reconcilable with a more important cervical progression at later time-points and with previous studies having suggested disease progression from caudal to cranial [9,10,11]. It is important to note, that it remains unknown, whether the progression rates demonstrated in early AS studies really represent “natural” progression, given the fact that the disease-modifying effect of treatment with NSAIDs remains controversial [23, 24]. This issue is discussed in more detail below, all the more we found a site-specific impact of treatment with NSAIDs comparable to the one of TNFi.

Several, mutually not exclusive hypotheses can be put forward to explain a differential inhibition of progression in the cervical versus the lumbar spine. The first hypothesis is related to the fact that structural changes seem to start in the lumbar spine. Inhibition of progression might not be possible any more if certain reparative changes have already been initiated, and this might occur at an earlier time-point in the lumbar spine. Magnetic resonance studies have demonstrated that syndesmophyte formation is more likely to occur at VCs in which inflammation has been replaced by fatty degeneration, than at VCs with persistent inflammation [25]. The fact that structural damage seems to start in the caudal spine would imply that in the first few years after start of symptoms, inhibition of progression would only be detectable in the lumbar spine. Given the long mean symptom duration in our cohort, the number of patients with early disease was too low to allow testing this assumption. In line with this argumentation, inhibition of progression should be detected at all spinal levels if TNFi are initiated early on and sustained remission is achieved. Indeed, almost no progression could be detected in patients reaching an ASDAS < 1.3 before a next radiographic interval at both cervical and lumbar level in our study. The regional difference in inhibition of progression was most clearly depicted in patients with persisting high disease activity despite bDMARD treatment. A second hypothesis involves the presence of degenerative spinal disease that might interfere with the assessment of axSpA-induced osteoproliferative changes. Indeed, degenerative changes overlap with axSpA-associated lesions even in early disease and most frequently involve the more distal aspects of the spine [13, 14]. However, it has been shown that trained readers are able to distinguish between axSpA-associated versus degenerative lesions [14, 20]. Our primary readers were involved in these studies, rendering this hypothesis less probable, though not absolutely impossible. Thirdly, mechanical strain was shown to be able to enhance new bone formation [12]. Biomechanical forces are larger at the level of the lumbar spine and might lead to enhanced progression in the caudal region of the spine and potentially counteract pharmacological inhibitory effects. However, there were no clues for progression being more important in the lumbar spine during late disease. Moreover, the number of physical exercise sessions per week, introduced as a proxy for physical strain in our investigation, did not significantly impact on the results. Finally, site-specific developmental differences might be involved. Joint-specific anatomical diversity has been demonstrated for synovial fibroblasts and for cartilage with regard to the expression of homeobox (HOX) family genes [26, 27], which are crucial for the embryonic development of limb and vertebrae. Imprinted developmental differences could therefore also control site-specific activation of axSpA-relevant pathways in the entheses along the different regions of the spine.

Irrespective of the mechanism(s) leading to differential regional inhibition of progression as delineated above, the applicability of our findings is manifold. The clinical relevance of retardation of radiographic progression in axSpA upon treatment with TNFi has been questioned [5]. Indeed, progression is not linear in the individual patient. Moreover, it only affects a proportion of patients in a given interval of 2 years. Our data suggesting that inhibition of progression might be restricted to certain spinal segments further challenges its clinical relevance. However, the inhibitory effect on cervical structural damage is of such magnitude (68% odds reduction of radiographic progression for TNFi) that it seems of utmost clinical relevance for the patients concerned, particularly for rapidly progressing patients. The more important potential to detect inhibition of spinal radiographic in the cervical spine might also have an influence on the demonstration of the disease-modifying effect of other drug classes. The issue of inhibition of radiographic progression by nonsteroidal anti-rheumatic drugs (NSAIDs) remains, as already mentioned, controversial. Two randomised controlled trials investigating the effects of on-demand use versus continuous use of different classes of NSAIDs on spinal progression in AS reached opposite conclusions [23, 24]. In our main models, treatment with NSAIDs reached a retardative impact on radiographic progression in the cervical spine that was comparable in size to treatment with TNFi at this spinal segment, while no significant effect of NSAIDs was detected in our original analysis of total mSASSS. The fact that we could not calculate a NSAIDs intake score as recommended by the ASAS [28] and no information was available on the type of NSAID used (traditional NSAIDs or coxibs) represent major limitations of our current analyses. Time-varying treatment with NSAIDs was only available as “yes/no” at start of each interval and this information was included as such in our models, assuming that rheumatologists mainly considered a “yes” when the patient used NSAIDs on a regular basis and that this was continued in the following radiographic interval. Whether the putative symptom duration-dependent differential inhibitory effect on progression in the cervical versus the lumbar spine also applies to treatment with NSAIDs and might explain the previously contrary results obtained in trials assessing the impact of NSAIDs on progression, therefore, remains unclear. Site-specific re-analysis of previously performed trials, as well as newly designed trials, seem warranted to confirm our findings. Our findings could also be of importance when comparing the disease-modifying capacities of different classes of biologic or targeted-synthetic disease modifying drugs in axSpA in head-to-head clinical trials. Site-specific assessment might improve detection of potential differences in progression, particularly as the expected differences might be rather small [28]. As demonstration of causality is difficult to achieve in an observational context [5], only comparative head-to-head trials will be able to provide a definitive answer to the conundrum whether disease modification through inhibition of osteoproliferation is possible in axSpA, provided that a difference in progression between patients treated with different drugs can indeed be detected.

Our study confirms a more important spinal radiographic progression in men in comparison to women in both spinal segments. Current smoking was not associated with spinal progression in neither the cervical spine nor the lumbar spine. An effect of smoking on spinal osteoproliferation was found in some but not in all studies that have considered this lifestyle factor in the respective analyses [15, 29]. The reason for these discrepancies might involve the different populations analysed and the fact that smoking might confound the amplifying impact of mechanical stress (e.g. job type) on the potentiating effects of inflammation on radiographic progression [30, 31].

Conclusions

Our study points to differences in site-specificity of radiographic progression in AS, most probably in dependence on symptom duration of the population assessed. The magnitude of the retardative impact of TNFi on progression at the level of specific spinal segments seems greater than previously demonstrated, with respective implications for early treatment of rapid progressors. The potential to detect inhibition of spinal radiographic more readily with a site-specific approach might have an influence on the demonstration of the disease-modifying effect of other drug classes, particularly in head-to-head clinical trials, as the expected differences in progression within a time-frame of 2 years are rather small [32].

Availability of data and materials

Restrictions apply to the availability of these data. Data is owned by a third party, the Swiss Clinical Quality Management in Rheumatic Diseases (SCQM) foundation. Data may be obtained after approval and permission from the license holder (SCQM). Contact information for data request: scqm@hin.ch.

Abbreviations

AS:

Ankylosing spondylitis

ASAS:

Assessment in SpondyloArthritis international Society

ASDAS:

Ankylosing Spondylitis Disease Activity Score

AxSpA:

Axial spondyloarthritis

BASDAI:

Bath Ankylosing Spondylitis Activity Index

BASFI:

Bath Ankylosing Spondylitis Functional Index

BASMI:

Bath Ankylosing Spondylitis Mobility Index

BMI:

Body mass index

CRP:

C-reactive protein

EQ-5D:

European quality of life 5 domains questionnaire

GEE:

Generalised estimating equations

HLA-B27:

Human leucocyte antigen B27

mSASSS:

Modified Stoke Ankylosing Spondylitis Spinal Score

nr-axSpA:

Nonradiographic axial spondyloarthritis

NSAID:

Nonsteroidal anti-inflammatory drug

r-axSpA:

Radiographic axial spondyloarthritis

SCQM:

Swiss Clinical Quality Management

TNFi:

Tumour necrosis factor inhibitor

VC:

Vertebral corner

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Acknowledgements

We thank all rheumatologists and their patients for participation in SCQM and the entire SCQM staff for the continuous support. A list of rheumatology practices and hospitals that are contributing to the SCQM registries can be found on: http://www.scqm.ch/institutions.

Funding

This study was funded in part by the Stiftung für Rheumaforschung, Zurich, Switzerland. The study sponsor had no role in the study design or in the collection, analysis or interpretation of the data, the writing of the manuscript, or the decision to submit the manuscript for publication.

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Authors and Affiliations

Authors

Contributions

A.C. and S.K. conceptualized and designed the study. A.C., B.M., K.B., M.A., M.J.N., O.D., P.E., R.B., R.M. substantially contributed to the acquisition of clinical data. M.d.H. and X.B. read the spinal radiographs with adjudication performed by A.C. V.P., S.K. and A.S. processed the data and performed the statistical analysis. All authors contributed to interpretation of the data. V.P. wrote the article, and all coauthors revised the manuscript critically for important intellectual content. A.C. and S.K. had full access to all the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis. All authors agreed on the final content of the submitted manuscript.

Corresponding author

Correspondence to Adrian Ciurea.

Ethics declarations

Ethics approval and consent to participate

The ethics committee of the Canton of Zurich (KEK-ZH-Nr. 2014–0439 and BASEC 2022–00272) approved the study. Written informed consent was obtained from all patients prior to inclusion into SCQM.

Consent for publication

Not applicable.

Competing interests

The SCQM foundation is supported by the Swiss Society of Rheumatology and by Abbvie, Biogen, iQone, Janssen, Lilly, Merck Sharp & Dohme, Novartis, Pfizer, Samsung Bioepis, Sandoz. AC received honoraria for lectures or presentations from AbbVie, Merck Sharp & Dohme and Novartis and is ASAS/EULAR taskforce member. AS received consulting fees from Pfizer and support for attending meetings from Gilead. BM received speaking fees from Jansen, Eli Lilly, Novartis and Pfizer, support for attending meetings from Janssen and Pfizer and a research grant from Celgene. MdH received grants from FWRO/FRSR and honoraria from UCB for participation in advisory board. She is member of the EULAR advocacy committee, young ASAS leader and ASAS-EULAR taskforce member. MJN received consulting and/or speaking fees from Abbvie, Eli Lilly, Janssen, Novartis and Pfizer and a research grant from Novartis. He is ASAS-EULAR taskforce member and a scientific member of the SCQM registry and the EuroSpA collaboration. OD received consulting fees from Abbvie. PE received financial support from UCB for attending a meeting. RM received honoraria for lectures or presentations from Abbvie, Eli Lilly, Janssen, Gilead and Pfizer. CO, MA, RB, SK, VP, and XB declare they have no conflicts of interest.

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Supplementary Information

Additional file 1: Supplementary Methods.

 Adaptation algorithm for spinal radiographic scores. Imputation of missing covariate data.  Supplementary Table 1. Multivariable analysis for identification of factors associated with radiographic progression defined as an increase of ≥ 2 mSASSS units per 2 years in the cervical and in the lumbar spine. Supplementary Figure 1. Cumulative probability plot of 2-year progression in the modified Stoke Ankylosing Spondylitis Spinal Score (mSASSS) by spinal segments, illustrating the change in mSASSS values in patients already treated with TNFi at start of the respective interval, stratified by the ASDAS cut-off level reached at baseline.

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Popova, V., Kissling, S., Micheroli, R. et al. Site-specific assessment of spinal radiographic progression improves detection of TNF blocker-associated disease modification in axial spondyloarthritis: longitudinal observational data from the Swiss Clinical Quality Management Registry. Arthritis Res Ther 25, 40 (2023). https://doi.org/10.1186/s13075-023-03026-6

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