Why would a person take medication that causes immune deficiency?

There are many drugs that are useful in fighting a specific disease, yet have side effects such as causing an immunodeficiency. Cancer drugs are a good example of these sorts of drugs. Sometimes a patient must choose the lesser of two evils...