ANPEP and Obesity: Key adipokines such as APN, leptin, chemerin, and vaspin regulate macrophage phenotypes and inflammation, and their imbalance not only disrupts adipose homeostasis but also directly serves as molecular bridges for the immunopathological damage in obesity-associated periodontitis.