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Patterns and predictors of skin score change in early diffuse systemic sclerosis from the European Scleroderma
Ariane L Herrick1,2, Sebastien Peytrignet3, Mark Lunt3
1Centre for Musculoskeletal Research, Salford Royal NHS Foundation Trust, Manchester Academic Health Science Centre, University of Manchester, Manchester, UK.
Researchers developed prediction models to identify early diffuse cutaneous systemic sclerosis (dcSSc) patients with progressive skin thickening. These models aid clinical practice and inform recruitment for future clinical trials.
Area of Science:
- Rheumatology
- Dermatology
- Clinical Trials
Background:
- Systemic sclerosis, particularly diffuse cutaneous systemic sclerosis (dcSSc), is characterized by skin thickening.
- Identifying patients with progressive skin thickening is crucial for effective management and clinical trial stratification.
Purpose of the Study:
- To identify and describe early dcSSc patients with progressive skin thickening.
- To develop prediction models for skin thickness progression over 12 months.
- To inform the design and recruitment strategies for future randomized controlled trials (RCTs) in dcSSc.
Main Methods:
- Utilized data from the European Scleroderma Observational Study, involving 326 patients.
- Defined 'progressors' as those with a 5-unit and 25% increase in modified Rodnan skin score (mRSS) over 12 months.
- Developed logistic regression models and evaluated their predictive performance using ROC curves (AUC, accuracy, PPV).
Main Results:
- 66 patients (22.5%) showed progressive skin thickening.
- Progressors had shorter disease duration and lower baseline mRSS compared to non-progressors.
- A model incorporating mRSS, skin thickening duration, and anti-RNA polymerase III (Pol3+) positivity achieved 71% accuracy and 0.711 AUC.
Conclusions:
- Two prediction models for progressive skin thickening in dcSSc were successfully derived.
- These models can be applied in clinical practice and for enriching cohorts in RCTs.
- The models will guide patient selection for upcoming dcSSc clinical trials.
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