Genetic mutations associated with cancer are being discovered and new treatments are being created to treat people whose cancer tumors have certain genetic mutations. Genetic sequencing of a tumor can be done, and in this study that information is sent to a company called "N-of-One." They will match each patient's tumor's genetic profile to targeted therapies. The targeted therapies may be use of FDA-approved drugs, off-label use of FDA-approved drugs, or use of experimental drugs in clinical research studies open at various locations in the region.