SCQM Statistics Group, Zurich, Switzerland.
NEXUS Personalized Health Technologies, ETH Zurich, Zurich, Switzerland.
Clin Rheumatol. 2017 Sep;36(9):2035-2043. doi: 10.1007/s10067-017-3637-2. Epub 2017 Apr 22.
Current ClASsification criteria for Psoriatic ARthritis classification criteria for psoriatic arthritis (PsA) provide a preliminary definition of inflammatory articular disease. This study aimed to further characterize PsA peripheral arthritis using purely data-driven approaches for the affected joint distribution pattern. PsA patients from the Swiss Clinical Quality Management in Rheumatic Diseases (SCQM) database were clustered according to similarities in 66 swollen and in 68 tender joints. Clusters were compared in terms of other disease characteristics and studied for coincidence with traditional PsA subtypes, stability over time and treatment response upon first tumour necrosis factor alpha (TNF-α) therapy. Clustering of 957 patients resulted in an oligoarticular, a polyarticular hand dominated, a polyarticular foot dominated and a fourth cluster which was characterized by polyarticular involvement of the hands and feet. Of the traditional PsA subtypes, only a non-PsA-specific oligoarticular joint involvement pattern was retrieved by clustering. When comparing clusters in other disease manifestations, only minor and clinically probably irrelevant differences occurred. Over time, clusters were more robust than traditional PsA subtypes. Patients in different joint clusters had similar response rates upon first anti-TNF-α therapy, and minimal disease activity was achieved in 56% of 285 patients, irrespective of cluster membership. Hypothesis-free approaches to group PsA patients yield clusters with improved consistency, but without clinically important differences. Taken together, the current peripheral arthritis definition by GRAPPA without further specification into subtypes is strongly supported by the data.
目前的银屑病关节炎分类标准银屑病关节炎(PsA)的分类标准提供了炎症性关节疾病的初步定义。本研究旨在通过纯粹的数据驱动方法进一步描述 PsA 外周关节炎,以受累关节分布模式为特征。根据 66 个肿胀关节和 68 个压痛关节的相似性,瑞士风湿病临床质量管理(SCQM)数据库中的 PsA 患者根据聚类进行聚类。根据其他疾病特征比较聚类,并研究与传统 PsA 亚型、随时间的稳定性以及首次肿瘤坏死因子-α(TNF-α)治疗的反应的一致性。对 957 例患者进行聚类,得到一个少关节炎、一个手为主的多关节炎、一个以脚为主的多关节炎和第四个以手和脚多关节炎为特征的聚类。在传统的 PsA 亚型中,只有聚类才能检索到非 PsA 特异性的少关节炎受累模式。在比较其他疾病表现的聚类时,只有较小的和临床上可能无关紧要的差异。随着时间的推移,聚类比传统的 PsA 亚型更稳定。不同关节聚类的患者在首次接受抗 TNF-α 治疗时具有相似的反应率,在 285 例患者中,无论聚类成员如何,有 56%的患者达到最小疾病活动度。无假设的方法对 PsA 患者进行分组,可提高一致性,但无临床重要差异。总之,GRAPPA 当前的外周关节炎定义没有进一步分为亚型,得到了数据的强烈支持。