Prescription Drug Coverage Stewardship Act of 2005 - Prohibits any Federal funds from being expended for payment or reimbursement for a drug that is prescribed for the treatment of sexual or erectile dysfunction, including for such a drug that is prescribed to an individual who has a conviction for sexual abuse, sexual assault, or any other sexual offense.