In pre-symptomatic women both smoking and an elevated ApoB/ApoA1 ratio were significantly more prevalent compared with matched controls, whereas in men smoking, BMI ≥ 25.0 and diabetes were significantly associated with increased risk of future development of RA. The gene discussed is APOA1; the disease is rheumatoid arthritis.