Low levels of HDL cholesterol and apolipoprotein A1 were also associated with increased risk of any cancer in the Copenhagen City Heart Study with comparable risk estimates to those observed in the Copenhagen General Population Study (compare Fig. 1 to Fig. 5). The gene discussed is APOA1; the disease is cancer.