S100A9 and alkaline phosphatase measurement: To the best of our knowledge, this is the first study to identify AP biomarkers based on the transcriptional expression pattern of peripheral blood through WGCNA and machine-learning methods, and this is the first human study emphasizing that S100A6, S100A9, and S100A12 have diagnostic value for the severity of AP.