PAI1 had the highest odds (6.9, CI95 [4.2–11.2], p < 0.0001) and comparable with BMI odds (5.2, [4.3–6.2]) when participants were in the top 75% quartile and classified as having the NCEP MetS. The gene discussed is SERPINE1; the disease is metabolic syndrome.