Painkillers such as NSAIDs, antidepressants, and steroids may raise blood pressure. You can still take pain relievers, but your doctor will need to select the medication and monitor you closely.Painkillers such as NSAIDs, antidepressants, and steroids may raise blood pressure. You can still take pain relievers, but your doctor will need to select the medication and monitor you closely.