Meanwhile, the slope of the line for “total cholesterol”, “apolipoprotein B”, and “ratio of apolipoprotein B to apolipoprotein A1”, respectively, was negative, suggesting that an increase of those apolipoprotein led to a reduced risk of thyroid cancer. The gene discussed is APOB; the disease is thyroid cancer.