Across rheumatic diseases

Cluster analysis identifies anti‐synthetase syndrome as a distinct and heterogeneous clinical entity: Analysis from the Classification Criteria for Anti‐Synthetase Syndrome project database

Arthritis RheumatolPublished unsupervised cluster analyses

Authors' conclusion

Cluster analyses identified ASyS as a distinct and heterogeneous clinical entity. Three distinct phenotypic clusters emerged among patients with ASyS, with ILD-predominant cases representing the second largest subgroup, underscoring the need for classification criteria that adequately capture patients presenting with isolated ILD.

Study context

Population
Anti-synthetase syndrome (ASyS) cases and comparators with mimicking conditions, namely systemic autoimmune rheumatic diseases and/or interstitial lung disease (ILD), from the Classification Criteria for Anti-Synthetase Syndrome (CLASS) project database2,035 ASyS cases and 2,140 comparators · ASyS cases 2,035 · comparators 2,140
Outcome
Cluster analysis of the entire cohort
Methodological detailsmultiple correspondence analysis followed by hierarchical clustering, 19 clinical and serological variables, 103 centers worldwide
  • Multiple correspondence analysis followed by hierarchical clustering
  • 19 clinical and serological variables
  • 103 centers worldwide

Main finding

As reported in the abstract

Cluster 1 (predominantly ASyS)

n = 1,311

Cluster 2 (both groups)

n = 1,105

Cluster 3 (predominantly comparators)

n = 1,468

Further findings

Cluster analysis of the ASyS cohort

Cluster 1 (anti-Jo-1-positive, "full-spectrum" ASyS with myositis, ILD, and arthritis)
n = 1,034
Cluster 2 (ILD-predominant)
n = 581
Cluster 3 (without ILD)
n = 248

Original publication

Cluster analysis identifies anti‐synthetase syndrome as a distinct and heterogeneous clinical entity: Analysis from the Classification Criteria for Anti‐Synthetase Syndrome project database. Arthritis Rheumatol. Published 11 November 2026. doi:10.1002/art.70388

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