Many diseases and/or disorders could be responsible for such a problem. Cancer, thyroid problems, and mental illness are just a few of the many reasons. However, do not assume that you have cancer. Weight loss associated with this is typically quick and drastic. Your physician should be able to check for thyroid problems, as well.