Men diagnosed with acromegaly (characterised by high IGF‐I) had an increased risk of incident prostate cancer, while men diagnosed with diseases characterised by low testosterone had a lower risk of prostate cancer mortality. The gene discussed is IGF1; the disease is prostate cancer.