Several drugs have been linked to the development of DILE. The most common culprits include hydralazine, procainamide, and isoniazid. Other medications such as phenytoin, sulfasalazine, and quinidine have also been implicated. The risk of developing DILE is largely influenced by the duration and dosage of these medications.