Collectively, these findings underscore the ability of PD and its derivatives to regulate macrophage polarization through pathways such as PI3K/Akt, p38 MAPK, and NF-κB, thereby alleviating inflammation and contributing to the treatment of diseases like colitis and Alzheimer’s. This evidence concerns the gene NFKB1 and colitis.