PCA component 2 (in which IL-6, IL-1β, and IL-8 loaded highly) was significantly associated with poorer gingival condition (OR 1.60, 95% CI 1.09–2.34; p-value 0.016) after adjustment for age, duration of diabetes, HbA1c, BMI, and sex. This evidence concerns the gene IL1B and diabetes mellitus.