Biomarkers such as PCT, CRP, and TyG index have demonstrated utility in early diagnosis and severity stratification of AP, supporting the use of lipid profiles as additional indicators (Xinyu et al., 2025). Here, CRP is linked to alkaline phosphatase measurement.