It is always important to get advice from your primary caregiver before adding anything unusual to your daily routine, and this includes multivitamins and minerals.
That being said, the answer to this question is yes. They can interfere with your current medication. Some over-the-counter drugs cause these multivitamins to be less effective, and therefore, you will need to be careful before you mix the two.