B3GALNT1 and autoimmune disease: In comparisons between autoimmune diseases alone and AS with autoimmune comorbidities, SHAP highlighted metabolic- and synthesis-related features (GLOB, PREALB, CHE, ALP), acid-base balance (HCO<sub>3</sub>), and inflammatory activity (ESR).