Herein, we show that (a) MMP-8 had the highest accuracy to discriminate between healthy and periodontitis sites, whilst (t) MMP-8 demonstrated the best diagnostic precision in the detection of mild from severe periodontitis sites (AUC ≥ 0.80). Here, MMP8 is linked to periodontitis.