Missed dose of Metoprolol. If you suddenly stop taking the drug, you may develop rebound high blood pressure. Your doctor should decrease your dose of the drug gradually. If you accidentally miss a dose of metoprolol, take the missed dose as soon as you remember it. If it’s almost time for your next dose, however, skip the missed dose. Don’t make up for a missed dose by taking twice as much at one time.