Conversely, diagnosis of periodontitis was predicted using modelling of the common biomarkers of health (CRP, LDL, HDL, TG, TC) as well as demographic (age, gender, ethnicity) and lifestyle variables (smoking habits, BMI). The gene discussed is CRP; the disease is periodontitis.