Hormone therapy – which involves taking tablets that limit the production of the male sex hormone testosterone – is one of the most common and effective prostate cancer treatments. Hormone therapy – which involves taking tablets that limit the production of the male sex hormone testosterone – is one of the most common and effective prostate cancer treatments.