To discriminate gingivitis from healthy subjects, IL-1β, MMP-8, and Pg together exhibited the best AUC value of 0.85, while IL-1β and MMP-8 in combination yielded a slight lower AUC value of 0.84. Here, MMP8 is linked to gingivitis.