Moreover, GSEA analysis results show that PTGDS is implicated in the regulation of glycosaminoglycan degradation, highlighting its potential for preserving vascular integrity and mitigating inflammatory damage during sepsis (53, 54). This evidence concerns the gene PTGDS and Sepsis.