After logistic regression analysis, the combination of IL-1β, ICTP, and Pg not only yielded the best AUC value to discriminate periodontitis patients from healthy subjects, but also exhibited the best ability to discriminate periodontitis subjects from gingivitis subjects (AUC = 0.77). The gene discussed is JUP; the disease is gingivitis.