The most common drug associated with allergies is penicillin. Other antibiotics similar to penicillin can also trigger allergic reactions. Other drugs commonly found to cause reactions include sulfa drugs, barbiturates, anticonvulsants, and iodine (found in many X-ray contrast dyes).