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

被引:0
|
作者
Karmacharya, Paras [1 ]
Crofford, Leslie J. [1 ]
Byrne, Daniel W. [2 ]
Stephens-Shields, Alisa [3 ]
Husni, M. Elaine [4 ]
Scher, Jose U. [5 ]
Craig, Ethan [6 ]
Fitzsimmons, Robert [7 ]
Reddy, Soumya M. [5 ]
Magrey, Marina N. [8 ]
Walsh, Jessica A. [9 ]
Ogdie, Alexis [1 ,10 ]
机构
[1] VANDERBILT UNIV, Dept Med, Div Rheumatol, Med Ctr, NASHVILLE, TN 37235 USA
[2] Byrne Res, Baltimore, MD USA
[3] Univ Penn, Biostat Epidemiol & Informat, Perelman Sch Med, Philadelphia, PA USA
[4] Cleveland Clin, Cleveland, OH USA
[5] NYU Sch Med, New York, NY USA
[6] Univ Penn, Dept Med & Rheumatol, Philadelphia, PA USA
[7] Univ Penn, Dept Dermatol, Philadelphia, PA USA
[8] Case Western Reserve Univ, Univ Hosp, Cleveland, OH USA
[9] Univ Utah, Rheumatol, Salt Lake City, UT USA
[10] Univ Penn, Dept Med & Rheumatol, Perelman Sch Med, Philadelphia, PA USA
关键词
psoriatic arthritis; treatment; disease activit; machine learning; CLINICAL-RESPONSE;
D O I
暂无
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
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.
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页码:253 / 261
页数:9
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