One study of 1650 pregnant women with thyroid dysfunction revealed that those with clinical hypothyroidism exhibited higher levels of apolipoprotein A1 (Apo-A1) and Apo-B than those with normal thyroid function. This evidence concerns the gene APOA1 and hypothyroidism.