The best performing group to distinguish between health (or gingivitis) and periodontitis resulted in an AUC of 0.970 and included alpha‐1‐acid glycoprotein, matrix metalloproteinase‐9, pyruvate kinase, S100A8, and age. This evidence concerns the gene S100A8 and gingivitis.