We also identified three potential biomarkers with the highest contribution to sepsis prediction (rs17653532, rs1575081785, and rs74707084), located in PRIM2, RBSN and SYNPR genes, which could be determined in a preoperative blood test, allowing targeted and precise interventions to prevent and treat sepsis in patients undergoing surgery. Here, SYNPR is linked to Sepsis.