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2016 American College of Rheumatology/European League Against Rheumatism Classification Criteria for Primary Sjögren's Syndrome: A Consensus and Data-Driven Methodology Involving Three International Patient Cohorts

TLDR
To develop and validate an international set of classification criteria for primary Sjögren's syndrome using guidelines from the American College of Rheumatology and the European League Against Rheumatism.
Abstract
Objective To develop and validate an international set of classification criteria for primary Sjogren's syndrome (SS) using guidelines from the American College of Rheumatology (ACR) and the European League Against Rheumatism (EULAR). These criteria were developed for use in individuals with signs and/or symptoms suggestive of SS. Methods We assigned preliminary importance weights to a consensus list of candidate criteria items, using multi-criteria decision analysis. We tested and adapted the resulting draft criteria using existing cohort data on primary SS cases and non-SS controls, with case/non-case status derived from expert clinical judgment. We then validated the performance of the classification criteria in a separate cohort of patients. Results The final classification criteria are based on the weighted sum of 5 items: anti-SSA/Ro antibody positivity and focal lymphocytic sialadenitis with a focus score of ≥1 foci/4 mm2, each scoring 3; an abnormal ocular staining score of ≥5 (or van Bijsterveld score of ≥4), a Schirmer's test result of ≤5 mm/5 minutes, and an unstimulated salivary flow rate of ≤0.1 ml/minute, each scoring 1. Individuals with signs and/or symptoms suggestive of SS who have a total score of ≥4 for the above items meet the criteria for primary SS. Sensitivity and specificity against clinician-expert–derived case/non-case status in the final validation cohort were high, i.e., 96% (95% confidence interval [95% CI] 92–98%) and 95% (95% CI 92–97%), respectively. Conclusion Using methodology consistent with other recent ACR/EULAR-approved classification criteria, we developed a single set of data-driven consensus classification criteria for primary SS, which performed well in validation analyses and are well-suited as criteria for enrollment in clinical trials.

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Severe intestinal dysbiosis is prevalent in primary Sjögren’s syndrome and is associated with systemic disease activity

TL;DR: Severe intestinal dysbiosis is a prevalent finding in primary Sjögren’s syndrome and is associated both with clinical and laboratory markers of systemic disease activity as well as gastrointestinal inflammation.
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Clinical and immunological parameters of Sjögren's syndrome

TL;DR: A comprehensive update on SS is presented with emphasis on immune system involvement, and new insights into SS immunopathogenesis are suggested.
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Moving towards a molecular taxonomy of autoimmune rheumatic diseases

TL;DR: The basis for a new molecular taxonomy for autoimmune rheumatic diseases is discussed, the evidence surrounding the idea that these diseases share molecular features related to their pathogenesis and development and previous attempts to classify these diseases are highlighted.
References
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TL;DR: Research electronic data capture (REDCap) is a novel workflow methodology and software solution designed for rapid development and deployment of electronic data Capture tools to support clinical and translational research.
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2010 rheumatoid arthritis classification criteria: an American College of Rheumatology/European League Against Rheumatism collaborative initiative.

TL;DR: This new classification system redefines the current paradigm of RA by focusing on features at earlier stages of disease that are associated with persistent and/or erosive disease, rather than defining the disease by its late-stage features.
Journal ArticleDOI

Classification criteria for Sjögren's syndrome: a revised version of the European criteria proposed by the American-European Consensus Group

TL;DR: These classification criteria for Sjögren's syndrome have been re-examined by consensus group members, who have introduced some modifications, more clearly defined the rules for classifying patients with primary or secondary SS, and provided more precise exclusion criteria.
Journal ArticleDOI

2013 classification criteria for systemic sclerosis: An american college of rheumatology/European league against rheumatism collaborative initiative

Frank H J van den Hoogen, +46 more
TL;DR: The ACR/EULAR classification criteria for SSc performed better than the 1980 ACR criteria and should allow for more patients to be classified correctly as having the disease.
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Conditional variable importance for random forests

TL;DR: A new, conditional permutation scheme is developed for the computation of the variable importance measure that reflects the true impact of each predictor variable more reliably than the original marginal approach.
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