Laboratory markers, including CRP, ESR, fibrinogen, LDH, D-dimers, WBC, neutrophils, serum potassium, and serum glucose, alongside imaging and clinical parameters, were analyzed for associations with AP occurrence. Here, ESR1 is linked to alkaline phosphatase measurement.