Inflammation as a harbinger of death: a retrospective cohort study of preoperative biomarker risk stratification in orthopedic trauma

Preoperative inflammatory markers, particularly the MLR and CRP, were strongly associated with short- and long-term mortality in femur fracture surgery. Their integration into preoperative assessment may enhance risk stratification and guide clinical decision-making.