 Peanut allergy is a common ailment in the United States. Research suggests that the prevalence of peanut allergy in the United States has doubled over the last 5 years. Currently, the only effective treatment for peanut allergy is a peanut-free diet and quick access to self-injectable epinephrine in the event of peanut exposure. The sublingual route is a potential method to administer immunotherapy for the treatment of food allergies. The intent of this study is to induce desensitization and eventually tolerance to peanut protein and evaluate the safety and immunologic effects of daily sublingual immunotherapy SLIT for individuals with peanut allergy. The trial will enroll 40 participants. After the first 10 participants between the ages of 18 and 40 are enrolled, safety information will be reviewed. If there are no safety concerns, the study will continue to enroll the remaining participants between the ages of 12 and 40. 