Regression analysis performed in this study determined that a model consisting of OHI score, GCF sclerostin, GCF MMP-9, and GCF PGE2 tests could predict abscess formation related to AP severity with an accuracy of approximately 80.8%. Here, MMP9 is linked to alkaline phosphatase measurement.