Machine Learning-Guided Multi-Omics Integration Identifies UGCG as a Candidate Lipid Metabolic Biomarker and Potential Therapeutic Target in Sepsis
Background Sepsis is a highly lethal organ dysfunction syndrome characterized by dysregulation of the host immune response. This study aims to identify robust lipid metabolism-related genes (LMRGs) as candidate diagnostic biomarkers and to elucidate their underlying immunometabolic mechanisms. Methods We integrated two...