INS and Hyperglycemia: This study was designed to evaluate the effect of different insulin infusion routes on clinical outcomes in the treatment of TPN-related hyperglycemia by means of a network meta-analysis to clarify the clinical efficacy and safety between different insulin infusion routes, with the aim of providing evidence-based medical evidence for the glycemic management of adult inpatients receiving TPN.