Many studies suggest that testosterone therapy can cause cholesterol levels to decrease in most adults, although there are also some cases where testosterone treatments had virtually no effect on cholesterol. Though this is still up for debate, it is believed that TRT’s effect on your cholesterol levels will ultimately depend on how your specific physiology responds to treatment.