This study is being done to learn about the medical effects, the safety, and the immunologic effects of Wheat Oral Immunotherapy (OIT) treatment. The goal of the study is to find out whether subjects can develop the ability to eat wheat (the food allergen) regularly without allergic symptoms after stopping the study treatment.