The LASSO logistic regression algorithm identified 7 crucial genes in PsA and 5 genes (COX7C, CSTA, LY96, RPL22L1, and RPL34) in RA (Fig 3A–3D). This evidence concerns the gene LY96 and rheumatoid arthritis.