Because this is a preclinical study in poultry or poultry-derived cell models, direct translation to human intestinal disease requires substantial additional work, and results cannot be assumed to generalize across host species or pathogen types. The study identifies PI3K/Akt–claudin-2 suppression as the mechanism, but does not resolve whether AMKP acts directly on PI3K (e.g., as a kinase inhibitor) or upstream via pattern-recognition receptor modulation, leaving the proximal molecular target undefined. The optimal dose range, pharmacokinetics, and bioavailability of AMKP in vivo are not established, which limits any practical application inference. A logical next experiment would be a dose-response study in a live poultry APEC infection model with gut permeability assays (e.g., FITC-dextran flux) and microbiome profiling to determine whether barrier protection is accompanied by compositional shifts in the intestinal microbiota.