The SNP with the highest SHAP contribution was an intronic variant located in the PRIM2 gene involved in DNA replication (35), which is critical in sepsis for its role in apoptosis, oxidative stress, and metabolic changes. This evidence concerns the gene PRIM2 and Sepsis.