Near-Universal but Not Implied: Statistical Implication Testing of Raynaud Phenomenon in Systemic Sclerosis
Abstract
Raynaud phenomenon (RP) affects over 95% of patients with systemic sclerosis (SSc) and is typically the earliest disease symptom. Four clinical implications are frequently stated: that abnormal nailfold capillaroscopy, SSc-specific autoantibodies (ACA or anti-Scl70), and late capillaroscopy pattern each imply RP or severe RP; and that digital ulcers imply severe RP. Using the PAC-bound implication testing framework (Ritschel & Claude, 2026), we evaluated these four implications in a synthetic SSc cohort (n=800) calibrated to the VEDOSS registry (Mihai et al. 2021, n=764). Two implications received MODERATE verdicts: abnormal capillaroscopy Raynaud (violation rate 1.8%, PAC
Fields of Study & Subjects
Systemic Sclerosis and Related Diseases
Pulmonary Hypertension Research and Treatments
Connective tissue disorders research
Publication details
- Journal / source
- Zenodo (CERN European Organization for Nuclear Research)
- Publication date
- 15 March 2026
- Language
- EN
- Document type
- Preprint