Through ROC curve analysis, both HMGB-1 and AChE exhibited excellent diagnostic effects for AP, with the AUC, sensitivity, and specificity of their combined diagnosis being 0.733, 48.44%, and 88.33%, respectively. This evidence concerns the gene ACHE and alkaline phosphatase measurement.