Psoriatic arthritis phenotype clusters and their association with treatment response: a real-world longitudinal cohort study from the psoriatic arthritis research consortium.

IF 20.3 1区 医学 Q1 RHEUMATOLOGY
Paras Karmacharya, Leslie J Crofford, Daniel W Byrne, Alisa Stephens-Shields, M Elaine Husni, Jose U Scher, Ethan Craig, Robert Fitzsimmons, Soumya M Reddy, Marina N Magrey, Jessica A Walsh, Alexis Ogdie
{"title":"Psoriatic arthritis phenotype clusters and their association with treatment response: a real-world longitudinal cohort study from the psoriatic arthritis research consortium.","authors":"Paras Karmacharya, Leslie J Crofford, Daniel W Byrne, Alisa Stephens-Shields, M Elaine Husni, Jose U Scher, Ethan Craig, Robert Fitzsimmons, Soumya M Reddy, Marina N Magrey, Jessica A Walsh, Alexis Ogdie","doi":"10.1136/ard-2024-226150","DOIUrl":null,"url":null,"abstract":"<p><strong>Objectives: </strong>To identify phenotype clusters and their trajectories in psoriatic arthritis (PsA) and examine the association of the clusters with treatment response in a real-world setting.</p><p><strong>Methods: </strong>In the multicentre PsA Research Consortium (PARC) study, we applied factor analysis of mixed data to reduce dimensionality and collinearity, followed by hierarchical clustering on principal components. We then evaluated the transition of PsA clusters and their response to new immunomodulatory therapy and tumour necrosis factor inhibitor (TNFi).</p><p><strong>Results: </strong>Among 627 patients with PsA, three clusters were identified: mild PsA and psoriasis only (PsO) (Cluster 1, 47.4%), severe PsA and mild PsO (Cluster 2, 34.3%) and severe PsA and severe PsO (Cluster 3, 18.3%). Among 339 patients starting or changing, significant differences in response were observed (mean follow-up of 0.7 years, SD 0.8), with Cluster 3 showing the largest improvements in cDAPSA and PsAID. No differences were found among those starting TNFi (n=218). cDAPSA remission and PsAID patient acceptable symptom state were achieved in 10% and 54%, respectively. Clusters remained stable over time despite treatment changes, though some transitions occurred, notably from Cluster 3 to milder clusters.</p><p><strong>Conclusion: </strong>Data-driven clusters with distinct therapy responses identified in this real-world study highlight the extensive heterogeneity in PsA and the central role of psoriasis and musculoskeletal severity in treatment outcomes. Concurrently, these findings underscore the need for better outcome measures, particularly for individuals with lower disease activity.</p>","PeriodicalId":8087,"journal":{"name":"Annals of the Rheumatic Diseases","volume":" ","pages":""},"PeriodicalIF":20.3000,"publicationDate":"2024-11-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Annals of the Rheumatic Diseases","FirstCategoryId":"3","ListUrlMain":"https://doi.org/10.1136/ard-2024-226150","RegionNum":1,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RHEUMATOLOGY","Score":null,"Total":0}
引用次数: 0

Abstract

Objectives: To identify phenotype clusters and their trajectories in psoriatic arthritis (PsA) and examine the association of the clusters with treatment response in a real-world setting.

Methods: In the multicentre PsA Research Consortium (PARC) study, we applied factor analysis of mixed data to reduce dimensionality and collinearity, followed by hierarchical clustering on principal components. We then evaluated the transition of PsA clusters and their response to new immunomodulatory therapy and tumour necrosis factor inhibitor (TNFi).

Results: Among 627 patients with PsA, three clusters were identified: mild PsA and psoriasis only (PsO) (Cluster 1, 47.4%), severe PsA and mild PsO (Cluster 2, 34.3%) and severe PsA and severe PsO (Cluster 3, 18.3%). Among 339 patients starting or changing, significant differences in response were observed (mean follow-up of 0.7 years, SD 0.8), with Cluster 3 showing the largest improvements in cDAPSA and PsAID. No differences were found among those starting TNFi (n=218). cDAPSA remission and PsAID patient acceptable symptom state were achieved in 10% and 54%, respectively. Clusters remained stable over time despite treatment changes, though some transitions occurred, notably from Cluster 3 to milder clusters.

Conclusion: Data-driven clusters with distinct therapy responses identified in this real-world study highlight the extensive heterogeneity in PsA and the central role of psoriasis and musculoskeletal severity in treatment outcomes. Concurrently, these findings underscore the need for better outcome measures, particularly for individuals with lower disease activity.

银屑病关节炎表型群及其与治疗反应的关系:银屑病关节炎研究联盟的一项真实世界纵向队列研究。
目的:确定银屑病关节炎(PsA)的表型群及其发展轨迹,并在真实世界环境中研究表型群与治疗反应的关联:确定银屑病关节炎(PsA)的表型集群及其轨迹,并在真实世界环境中研究集群与治疗反应的关联:在多中心银屑病研究联盟(PARC)研究中,我们对混合数据进行了因子分析,以降低维度和共线性,然后对主成分进行了分层聚类。然后,我们评估了PsA聚类的转变及其对新的免疫调节疗法和肿瘤坏死因子抑制剂(TNFi)的反应:结果:在627名PsA患者中,我们发现了三个群组:轻度PsA和单纯银屑病(PsO)(群组1,47.4%)、重度PsA和轻度PsO(群组2,34.3%)以及重度PsA和重度PsO(群组3,18.3%)。在开始或改变治疗方案的 339 名患者中,观察到了显著的反应差异(平均随访时间为 0.7 年,标准差为 0.8 年),其中群组 3 在 cDAPSA 和 PsAID 方面的改善幅度最大。cDAPSA缓解率和PsAID患者可接受症状状态的比例分别为10%和54%。尽管治疗方法有所改变,但随着时间的推移,群组仍保持稳定,尤其是从群组3向较轻群组过渡:结论:这项真实世界研究中发现的具有不同治疗反应的数据驱动群组凸显了 PsA 的广泛异质性,以及银屑病和肌肉骨骼严重程度在治疗结果中的核心作用。同时,这些发现也强调了需要更好的疗效测量方法,尤其是针对疾病活动度较低的患者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
求助全文
约1分钟内获得全文 求助全文
来源期刊
Annals of the Rheumatic Diseases
Annals of the Rheumatic Diseases 医学-风湿病学
CiteScore
35.00
自引率
9.90%
发文量
3728
审稿时长
1.4 months
期刊介绍: Annals of the Rheumatic Diseases (ARD) is an international peer-reviewed journal covering all aspects of rheumatology, which includes the full spectrum of musculoskeletal conditions, arthritic disease, and connective tissue disorders. ARD publishes basic, clinical, and translational scientific research, including the most important recommendations for the management of various conditions.
×
引用
GB/T 7714-2015
复制
MLA
复制
APA
复制
导出至
BibTeX EndNote RefMan NoteFirst NoteExpress
×
提示
您的信息不完整,为了账户安全,请先补充。
现在去补充
×
提示
您因"违规操作"
具体请查看互助需知
我知道了
×
提示
确定
请完成安全验证×
copy
已复制链接
快去分享给好友吧!
我知道了
右上角分享
点击右上角分享
0
联系我们:info@booksci.cn Book学术提供免费学术资源搜索服务,方便国内外学者检索中英文文献。致力于提供最便捷和优质的服务体验。 Copyright © 2023 布克学术 All rights reserved.
京ICP备2023020795号-1
ghs 京公网安备 11010802042870号
Book学术文献互助
Book学术文献互助群
群 号:481959085
Book学术官方微信