In addition, people who abuse testosterone may experience withdrawal symptoms when they stop taking the drug. Those symptoms can include fatigue, irritability, loss of appetite, insomnia and decreased libido. ... Still, some doctors prescribe testosterone to men who experience natural declines of the hormone with age.