Intersection of machine learning results across AS and uveitis cohorts identified HLX and SLC25A20 as core diagnostic biomarkers, with both genes demonstrating significant upregulation in disease groups ( p < 0.05; Fig 6A, 6B). The gene discussed is HLX; the disease is uveitis.