“…Over the past 5 years, attempts have been made to stratify patients with Sjögren's disease using unsupervised clustering; however, the stratification methods used were based only on subjective symptoms ( appendix pp 6–7 ). 7 , 8 , 22 , 23 , 24 In an international, cross-sectional study, Gairy and colleagues 22 used latent class analysis to identify five distinct clusters: two were characterised by a low burden, with or without articular involvement; one by a moderate burden consisting of fatigue, pain, and joint discomfort; and two clusters showed multi-organ involvement, with differing levels of burden (one moderate and one high). A symptom-based cluster analysis using five common symptoms (pain, fatigue, dryness, anxiety, and depression), conducted on data from the UKPSSR, 7 identified four subgroups and was confirmed in two independent validation cohorts: one from Norway and the ASSESS cohort in France.…”