ArticleThe Lancet. Rheumatology2019
Symptom-based stratification of patients with primary Sjögren's syndrome: multi-dimensional characterisation of international observational cohorts and reanalyses of randomised clinical trials.
Article in The Lancet. Rheumatology, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 74 papers, 1 of them a synthesis that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
74 citing papers in PubMed, 1 synthesis or guideline pooled it, 129 citations in OpenAlex.
- British Society for Rheumatology guideline on management of adult and juvenile onset Sjögren disease.Rheumatology (Oxford, England) · 2025Guideline
- Revisiting the JOQUER trial: stratification of primary Sjögren's syndrome and the clinical and interferon response to hydroxychloroquine.Rheumatology international · 2021Trial
- Improvement of Severe Fatigue Following Nuclease Therapy in Patients With Primary Sjögren's Syndrome: A Randomized Clinical Trial.Arthritis & rheumatology (Hoboken, N.J.) · 2021Trial
- Article
- Clinical and Ultrasonographic Characterization of Proposed Sjögren's Disease Phenotypes in a Korean Longitudinal Cohort.Journal of clinical medicine · 2026Article
- Identifying symptom-based subgroups in Sjögren's disease: a latent class analysis of a patient co-designed survey.BMJ open ophthalmology · 2026Article
- Construction of a nomogram for anxiety and depression in patients with Sjögren's syndrome by combining tongue and pulse characteristics: a cross-sectional study based on a prospective cohort.Journal of traditional Chinese medicine = Chung i tsa chih ying wen pan · 2026Article
- Fatigue in Sjögren's Disease - Integrating Biomedical and Psychosocial Aspects: A Narrative Review.Rheumatology and therapy · 2026Review
- Cytokine Networks and Clinical Heterogeneity in Sjögren's Disease: From Glandular Inflammation to Therapeutic Stratification.International journal of molecular sciences · 2026Review
- Article
- Sjögren Disease-B Cells at the Brink: From Autoimmunity to Lymphomagenesis and the Rise of Novel B Cell-Targeted Therapies.Arthritis & rheumatology (Hoboken, N.J.) · 2026Review
- From Molecular Pathophysiology to Clinical Trial Design in Sjögren's Disease: A Three-Axis Framework.International journal of molecular sciences · 2026Review
- Review
- Molecular classification of primary Sjögren's syndrome based on salivary gland omics.Arthritis research & therapy · 2026Article
- Low-to-moderate dose glucocorticoids in primary Sjögren's syndrome patients on hydroxychloroquine/iguratimod therapy: a target trial emulation study.Clinical rheumatology · 2026Article
- Beyond Dryness: Mapping the Psychological and Cognitive Burden in Sjögren's Disease-A Narrative Review.Journal of clinical medicine · 2026Review
- Update on the Aetiopathogenesis of Sjögren Disease: From Interferon Signaling to Epithelial Dysfunction.Journal of clinical medicine · 2026Review
- Sjögren's patient subgroups identified through whole genome DNA methylation profiling.Arthritis research & therapy · 2026Article
- Sjogren's Disease-Aspects of Clinical Disease Beyond Dry Eyes/Mouth.Journal of clinical medicine · 2026Review
- From immune activation to symptom burden: mechanisms and translational implications of immune-symptom uncoupling in Sjögren's disease.Frontiers in immunology · 2026Review
14 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
52 authors at 20 institutions in 4 countries.
Funding
Abstract
backgroundHeterogeneity is a major obstacle to developing effective treatments for patients with primary Sjögren's syndrome. We aimed to develop a robust method for stratification, exploiting heterogeneity in patient-reported symptoms, and to relate these differences to pathobiology and therapeutic response.
methodsWe did hierarchical cluster analysis using five common symptoms associated with primary Sjögren's syndrome (pain, fatigue, dryness, anxiety, and depression), followed by multinomial logistic regression to identify subgroups in the UK Primary Sjögren's Syndrome Registry (UKPSSR). We assessed clinical and biological differences between these subgroups, including transcriptional differences in peripheral blood. Patients from two independent validation cohorts in Norway and France were used to confirm patient stratification. Data from two phase 3 clinical trials were similarly stratified to assess the differences between subgroups in treatment response to hydroxychloroquine and rituximab.
findingsIn the UKPSSR cohort (n=608), we identified four subgroups: Low symptom burden (LSB), high symptom burden (HSB), dryness dominant with fatigue (DDF), and pain dominant with fatigue (PDF). Significant differences in peripheral blood lymphocyte counts, anti-SSA and anti-SSB antibody positivity, as well as serum IgG, κ-free light chain, β2-microglobulin, and CXCL13 concentrations were observed between these subgroups, along with differentially expressed transcriptomic modules in peripheral blood. Similar findings were observed in the independent validation cohorts (n=396). Reanalysis of trial data stratifying patients into these subgroups suggested a treatment effect with hydroxychloroquine in the HSB subgroup and with rituximab in the DDF subgroup compared with placebo.
interpretationStratification on the basis of patient-reported symptoms of patients with primary Sjögren's syndrome revealed distinct pathobiological endotypes with distinct responses to immunomodulatory treatments. Our data have important implications for clinical management, trial design, and therapeutic development. Similar stratification approaches might be useful for patients with other chronic immune-mediated diseases.
fundingUK Medical Research Council, British Sjogren's Syndrome Association, French Ministry of Health, Arthritis Research UK, Foundation for Research in Rheumatology. VIDEO ABSTRACT.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.