The neutrophil-to-PNI ratio emerged as a superior prognostic tool compared to isolated biomarkers such as neutrophil count, absolute lymphocyte count, or albumin, addressing a critical gap in sepsis risk stratification. This evidence concerns the gene ALB and Sepsis.