The thyroid hormones control the body’s metabolism and can affect levels of cholesterol, fat molecules in the blood.  When thyroid hormone levels are low and thyroid stimulating hormone levels are increased, cholesterol levels also go up. A mild decrease in cholesterol levels is seen with treatment of hypothyroidism with thyroid hormone, according to American Thyroid Association.