Abstract
Objective Patients with psoriatic arthritis (PsA) in randomized controlled trials (RCTs) may not reflect patients with PsA in clinical practice. Our objective was to perform a metaanalysis comparing the characteristics of patients with PsA in RCTs of biologic disease-modifying antirheumatic drugs (bDMARDs) to patient profiles in a real-world study.
Methods Data sources included (1) a scoping literature review of phase III RCTs of bDMARDs in PsA published between 2015 and 2020, and (2) an international observational study of patients with PsA starting a bDMARD enrolled between 2015 and 2018 (PsABio; ClinicalTrials.gov: NCT02627768). Data collected at baseline included swollen and tender joint counts (SJC/TJC), presence of enthesitis, skin involvement (body surface area [BSA]), C-reactive protein (CRP), physician global assessment (PGA), and patient-reported outcomes (PROs; Health Assessment Questionnaire [HAQ], pain). Univariate random effects metaanalysis was conducted to calculate pooled means and proportions.
Results Overall, 5654 patients from 10 RCTs were compared to 930 PsABio patients. Demographic data were similar. SJC/TJC were higher in RCTs than in PsABio (pooled means: 11.8/21.5 vs 5.7/11.9), and enthesitis was more frequent in RCTs (64.7% vs 48.2%), as were patients with a BSA ≥ 3% (62.2% vs 54%). PGA was higher in RCTs (59.7 vs 54.1). In contrast, PROs were similar, whereas CRP was significantly higher in PsABio (1.4 vs 1.1 mg/dL).
Conclusion Patients with PsA starting a bDMARD in RCTs had highly active disease and a high patient-reported disease burden. In contrast, PsABio real-world patients starting a bDMARD had lower SJC/TJC, skin involvement, and PGA, but presented with similar patient-reported disease burden. The extrapolation of RCT data in clinical practice should take these elements into account.
Psoriatic arthritis (PsA) is a highly heterogeneous inflammatory musculoskeletal disease. Treatment decisions are traditionally based on evidence from randomized controlled trials (RCTs).1,2 However, RCTs of biologic disease-modifying antirheumatic drugs (bDMARDs) in PsA have historically used strict inclusion/exclusion criteria, which may lead to trial populations that are not completely representative of patients in routine clinical practice.3,4 Comparisons between patients studied in RCTs and patients receiving a bDMARD outside the setting of a controlled trial are needed to assess the generalizability of RCT results for clinical practice. This would help to understand the limitations of trial results and the applicability of available data on patients and patient profiles frequently seen in practice.5 Indeed, we did not identify studies comparing patients in usual care in need of bDMARD therapy with those included in RCTs of bDMARDs.
The PsABio study was a multinational observational study of patients with PsA in routine care who started a bDMARD between 2015 and 2018.6 This large-scale study offered an opportunity to compare these patients to patients included in RCTs over the same period.
The objective of the present study was to compare characteristics of patients with PsA included in RCTs of bDMARDs to patient profiles in a real-world study (PsABio) over a similar time frame using a metaanalysis of RCTs.
METHODS
We obtained an overview of patient characteristics in trials through a scoping literature review and metaanalysis of RCTs in PsA. Then, we compared the findings to patient characteristics from the real-world observational study PsABio.
Data sources and eligibility criteria.
• Published RCTs. A literature search was performed, with reference to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) scoping review guidelines,7 to identify primary publications of phase III RCTs of bDMARD treatments in patients with PsA. A scoping review was chosen to provide an overview of patient characteristics, without assessing treatment efficacy, as this method is appropriate for broad exploratory questions and mapping available evidence.8 The literature review could not be registered in PROSPERO due to its nature (scoping review).9 To cover the same time frame as our observational study PsABio, we selected papers published between 2015 and 2020. The literature search was conducted in the PubMed database in September 2023, with keywords related to PsA, phase III, and RCT. The papers underwent title/abstract review, then full-text review. After applying the selection criteria (ie, primary publication of a placebo-controlled bDMARD trial in patients with PsA), 10 RCTs were selected for analysis.10-19 Only baseline data were analyzed.
• Real-world data. The PsABio study (ClinicalTrials.gov: NCT02627768) was a multinational, prospective, observational study of patients with PsA enrolled between 2015 and 2018 at 92 study sites in 8 European countries.6 Eligible participants were adults with PsA according to the treating rheumatologist’s diagnosis and fulfillment of Classification for Psoriatic Arthritis [CASPAR] criteria. Start of a bDMARD (either a tumor necrosis factor inhibitor [TNFi] or ustekinumab) as first-, second-, or third-line therapy for PsA, at the discretion of the treating rheumatologist, was the only inclusion criterion; inclusion did not depend on a particular disease activity level. In the current study, only baseline data were analyzed.
Data collection.
• General data. Demographic data and clinical characteristics were collected at baseline, including disease duration, previous bDMARD usage, and other concomitant PsA medication (methotrexate and glucocorticoids).
• Disease activity assessments. The following baseline PsA disease features were assessed: swollen joint count (SJC), tender joint count (TJC), presence of enthesitis (yes/no and Leeds Enthesitis Index [LEI]), presence of dactylitis (yes/no and dactylitis count), extent of psoriasis (PsO) by body surface area (BSA), presence of nail disease (yes/no), physician global assessment of disease activity (PGA; assessed on a 0-100 mm visual analog scale [VAS]), and C-reactive protein (CRP; mg/dL).
• Patient-reported outcomes. Health Assessment Questionnaire–Disability Index (HAQ-DI), patient global assessment of disease activity (PtGA), and pain (VAS, 0-100 mm) were collected as patient-reported outcomes (PROs).
• Fulfillment of the criteria for RCTs. The inclusion/exclusion criteria of the selected RCTs were collected and the PsABio population was assessed according to these criteria.
Statistics. All patients from RCTs, regardless of the treatment arm, were analyzed together. When the data were presented only by treatment arm, weighted means and SDs were calculated for continuous variables, and percentages were recalculated for discrete data. The baseline characteristics of patients in the RCTs were pooled using univariate random effects meta-analysis. Pooled means and pooled proportions with their 95% CI were calculated for continuous and binary variables, respectively. On PsABio, descriptive statistics were performed. Finally, comparisons between the metaanalyzed pooled data and the observational study PsABio were performed by nonparametric tests, Wilcoxon test, and z-test statistics, for indicative purposes. R Studio version 1.4.1106 (Posit) and the metafor package20 were used for these analyses.
RESULTS
Metaanalysis of RCTs: literature search. After screening 97 publications from the 2015-2020 period (Supplementary Figure S1, available from the authors upon request), 10 primary publications of phase III RCTs of bDMARD treatments in patients with PsA were analyzed, corresponding to 5654 patients in total.10-19 The recruitment dates in the trials ranged from 2011 to 2018. Study characteristics are shown in Supplementary Table S2.
Demographic characteristics.
• Patient characteristics in RCTs. Of the 5654 patients, 50.7% were female, with a disease duration of 6.3 years (Table 1). Across the trials, 72% of patients were biologic-naïve and 49.6% of patients (range of means: 0-70%) received methotrexate at baseline.
Baseline characteristics of participants in the 10 selected phase III RCTs of bDMARDs.
• Patient characteristics in PsABio. Of 930 participants in PsABio who began treatment, 49.2% started ustekinumab and 50.7% a TNFi. Whereas overall, demographic data were very similar across the data sources (Table 2), PsABio patients were much less frequently bDMARD-naïve (50.4%) than RCT participants.
Comparison of baseline characteristics from a real-world study (PsABio) and pooled data from 10 bDMARD phase III RCTs.
Baseline disease activity.
• Disease activity in RCTs. The pooled mean SJC and TJC were 11.8 (95% CI 6.5-17.1) and 21.5 (95% CI 12.5-30.6), respectively. Enthesitis was observed in 64.7% of patients (range 58-76.3%) and dactylitis in 37.7% (range 17.1-53.8%). Regarding skin involvement, 62.2% of patients (range 48.4-82.1%) had a BSA ≥ 3% (Table 1 and Figure 1; Supplementary Figure S3, available from the authors upon request).
Baseline disease activity assessments in patients with PsA included in phase III RCTs of bDMARDs, published between 2015 and 2020, including the pooled means/proportions (95% CI) of (A) SJCs, (B) TJCs, (C) presence of enthesitis, and (D) active skin psoriasis (BSA ≥ 3%). ASTRAEA: Active Psoriatic Arthritis Randomized Trial; bDMARD: biologic disease-modifying antirheumatic drug; BSA: body surface area; PsA: psoriatic arthritis; RCT: randomized controlled trial; RE: random effects; SEAM-PSA: Study of Etanercept and Methotrexate in Subjects With Psoriatic Arthritis; SJC: swollen joint count; TJC: tender joint count.
• Disease activity in PsABio. Disease activity by physical examination was lower than in the RCTs compared to PsABio (Table 2): SJC and TJC were 5.7 (SD 7.6) and 11.9 (SD 11.6), respectively (both P < 0.001); enthesitis and dactylitis were less frequent (48.2% and 19.8%, respectively; both P < 0.001); and skin involvement with a BSA ≥ 3% concerned fewer patients (54%; P < 0.001).
• Patient-reported impact of disease. In both data sources, there was a high and comparable patient-reported burden of disease, with mean pain levels and PtGA both close to 60 and HAQ-DI around 1.2 (Table 2).
• Global markers of disease activity. PGA was statistically significantly higher in RCTs than in PsABio (59.7 vs 54.1; P < 0.001), though the magnitude of difference was not high (Table 2). Mean CRP was statistically significantly higher in PsABio than in the RCTs (1.4 vs 1.1 mg/dL; P = 0.002).
Fulfillment of inclusion criteria for RCTs in PsABio. An oligoarticular phenotype of the disease (< 5 joints involved) was observed in 58.2% of patients in PsABio. Overall, 408/930 PsABio participants (44%) would not have fulfilled a SJC and TJC requirement of ≥ 3 for each, as is the case in most RCTs (Supplementary Table S4, available from the authors upon request).
DISCUSSION
This study provides important information on the profiles of patients with PsA included in RCTs and in routine clinical practice. In this metaanalysis of 10 phase III RCTs of bDMARDs in PsA, patients had a highly active musculoskeletal disease, as reflected by a pooled mean SJC of 11.8 and TJC of 21.5, frequent enthesitis (64.7%) and dactylitis (37.7%), and active skin PsO—with a vast majority (62.2%) having a BSA ≥ 3%. In contrast, in the real-world PsABio study of 930 patients over the same time frame, although demographic data were similar, musculoskeletal disease activity was much lower (mean SJC and TJC were 5.7 and 11.9, respectively, and 48.2% and 19.8% had enthesitis and dactylitis, respectively), as was skin disease (46% had very limited PsO). On the other hand, PGA and disease impact, as assessed through PROs, were high and comparable between RCTs and the real-world data study. Conversely, CRP was statistically significantly higher in PsABio, suggesting that CRP may play a role in the decision to start a bDMARD therapy in clinical practice. These findings emphasize the need for caution when applying results from RCTs to usual care in terms of generalizability. They also support the physicians’ clinical decision when prescribing bDMARDs in usual practice, since although joint counts were lower in PsABio, other markers indicated those patients were indeed in need of a bDMARD.
This study has strengths and weaknesses. We included only trials published between 2015 and 2020, to align with the time frame of PsABio. This study did not include a formal risk-of-bias assessment for the literature review. However, such an assessment is not standard in the context of scoping reviews, which aim to map available evidence rather than provide an assessment of management options.8 Given that our metaanalysis is not based on individual patient data, the conclusions are applicable only at the group level. We could not, for example, separate and compare bDMARD-naïve and bDMARD-experienced groups in both settings, though such a comparison would have been of interest. Also, we did not include data on axial disease or comorbidities, as they were not uniformly described among the different studies. For real-world data, we relied only on a single data source, the PsABio study, which might restrict the scope of our analysis, as it may not capture the diversity of patient populations in usual practice. However, PsABio is one of the largest clinical practice studies in PsA, providing data in a multinational setting on more than 900 participants starting a bDMARD. Further research in a broader population and/or in other observational studies would be useful to confirm our findings.
Disease activity was high in the RCTs. Although it was much lower in PsABio than in the RCTs, it was still remarkably high for routine clinical practice, with a mean of 6 swollen and 12 tender joints. The higher disease activity identified in this meta-analysis of RCTs aligns with previous research, indicating that evidence-based knowledge of PsA treatments focuses mainly on polyarticular disease, which accounts only for a subgroup of PsA.4,5 Patients in PsABio more commonly had an oligoarticular phenotype but were apparently as much in need of a bDMARD as those in the RCTs, as shown by the fact that 50% had already received another bDMARD before, whereas this was the case in less than 30% of RCT patients. The lower joint counts observed in PsABio patients is interesting when considering that countries may have rules for minimal disease activity when starting a bDMARD, and in PsABio (an observational study), the drugs were not provided in the context of the study, nor was there a washout period. Despite the overall lower disease activity and similar disease duration, PsABio patients may have had more refractory disease than most of the RCT patients, which is also reflected by the similar disease burden according to PROs and the relatively high PGA score and elevated CRP.
Despite differences in joint counts and presence of enthesitis/dactylitis between RCTs and the observational study, patients with PsA reported a high and similar disease impact in both settings. This may point toward a disconnect between clinical examination and patient-reported symptoms and concerns, which has been previously indicated to affect 30-70% of patients with PsA.21,22 In the present study, widespread pain was not assessed; it is possible that differences in rates of this comorbidity may have influenced our findings. On the other hand, PGA was statistically significantly higher in RCTs than in PsABio (60 vs 54). This difference is moderate and numerically not nearly as far apart between the studied groups as the joint counts, indicating that physicians regarded the disease activity within PsABio as quite significant. Also, CRP was lower in RCTs than PsABio; thus, patient assessment is aligned in some ways with some of the markers of systemic disease activity. Both these elements in PsABio go in the direction of supporting the need for bDMARDs in real-world patients, thus confirming the physician’s decision.
Skin disease was much more prevalent and severe in RCTs than in the PsABio study. This is likely due to a requirement of minimum skin involvement in 6 of the evaluated studies, whereas this was not the case in PsABio. However, the observation of a low frequency of major skin involvement in this real-world setting lends further support to previous findings that PsO is relatively mild in clinical practice in patients with PsA.23
Data from clinical practice are increasingly being used to supplement those from RCTs to improve our understanding of response to treatment in PsA. The selection criteria of RCTs of bDMARDs in PsA may not always allow the inclusion of all patients who would benefit from these treatments.4 In the PsABio registry, almost half of the cohort could not have been included in RCTs, confirming other studies in which lack of polyarticular disease was also often reported as a limiting factor for inclusion.3,24 It is currently unclear if treatment effectiveness and drug survival are similar in patients with PsA who are eligible vs those who are ineligible for RCTs.24 Of note, the present analyses did not compare the efficacy of drugs in the observational study vs the RCTs; thus, we cannot make conclusions on the relative usefulness of drug prescriptions in these 2 settings. Although a recent evolution of the patient population considered for RCTs has been observed, with inclusion of patients with earlier and less severe disease,5 the present findings indicate that subanalyses of patients who are more similar to the ones in clinical practice (eg, patients with oligoarticular disease) are needed, and these subanalyses should be prespecified in the design of RCTs.
In summary, our study demonstrated that patients with PsA in routine practice had mild/moderate joint disease and often limited skin PsO, leading to lower overt joint disease, whereas CRP and PGA were high. Although these patients differed significantly from patients included in RCTs, these findings are in line with the decision for bDMARD therapy in PsABio. RCT populations are not fully representative of routine care populations; future studies should address the population of patients who are ineligible for RCTs but are nonetheless in need of effective therapy.
ACKNOWLEDGMENT
The authors thank the PsABio investigators and patients.
Footnotes
CONTRIBUTIONS
All authors contributed to the study conception and design. Data collection for the metaanalysis was performed by GA. Statistical analysis was performed by CLM and LG. The first draft of the manuscript was written by GA, and all authors revised it critically for important intellectual content. All authors read and approved the final manuscript, and take full responsibility for the integrity and accuracy of all aspects of the work.
FUNDING
This metaanalysis was supported by Assistance Publique - Hôpitaux de Paris (AP-HP). The PsABio study was sponsored by Janssen.
COMPETING INTERESTS
CLM has received grant/research support from UCB, Novartis, Janssen, AbbVie, and Lilly; and consulting fees from AbbVie, Eli Lilly, Novartis, and UCB. SS has received grant/research support from Amgen, Boehringer Ingelheim, BMS, Eli Lilly, GSK, Janssen, and UCB; and honoraria/speaker fees from AbbVie, Amgen, AstraZeneca, Eli Lilly, GSK, Janssen, Teijin, and UCB. FL is an employee of J&J. WN is an employee of J&J and holds shares in the company. JSS has received grant/research support from AbbVie, AstraZeneca, Janssen, Novartis, Pfizer, and Roche; and consulting fees from AbbVie, Amgen, AstraZeneca, Astro, BMS, Celgene, Celltrion, Chugai, Gilead, ILTOO, Janssen, Lilly, MSD, Novartis-Sandoz, Pfizer, Roche, Samsung, Sanofi, and UCB. LG has received grant/research support from AbbVie, Biogen, Lilly, Novartis, and UCB; and consulting fees from AbbVie, Amgen, BMS, Celltrion, Janssen, Lilly, MSD, Novartis, Pfizer, Stada, and UCB. GA declares no conflicts of interest relevant to this article.
ETHICS AND PATIENT CONSENT
As previously reported,6 the PsABio study was conducted according to Good Clinical Practice guidelines, complies with the Declaration of Helsinki, and was approved by the appropriate local ethical committees. Written informed consent was obtained from all participants.
- Accepted for publication October 28, 2024.
- Copyright © 2025 by the Journal of Rheumatology







