The etiology of AP, whether due to gallstone or other, was also associated with changes in cytokine concentration, namely, IL-8 and TNF-alpha, which showed increased levels at T1 in patients with gallstone as the AP cause (Supplementary Materials Figure S1). Here, TNF is linked to gallstones.