In summary, our study developed a practical predictive nomogram that identifies seven variables associated with PSS, including CRP, ALB, CK, FBG, hyperlipidemia, sleep disorders, and MMT score, to assess the risk of PSS. This evidence concerns the gene CRP and hyperlipidemia.