Other causes of folate deficiency include: Medications, such as phenytoin, or Dilantin , sulfasalazine or trimethoprim-sulfamethoxazole. Diseases that prevent folic acid from being absorbed well, celiac disease, or sprue, or Crohn's disease. Hemolytic anemia.