TIMP1 and gingivitis: The CART analysis determined a panel of biomarkers including HGF, MMP-9, LBP, TIMP-1 and IL-1b that most efficiently predicted the patients with periodontitis or gingivitis with an accuracy of > 90%, even reaching 100% in some cases44.