Described herein are methods and compositions relating to the treatment of e.g., cancer, autoimmune disease, immune deficiency, and/or neurodegenerative disease. In some embodiments, the methods of treatment relate to administering a compound as described herein. In some embodiments, the subject treated according to the methods described herein is a subject determined to have an increased level of DNA damage.