You can take some pain meds with steroids, like paracetamol or other mild analgesics, but mixing drugs like ibuprofen or opioids with steroids like prednisone can cause considerable physical complications like increased heart rate and chronic pain, as well as other stomach related side effects like Nausea, vomiting, diarrhea.