Immunotherapy and tumour microenvironment modulation are potential new treatment approaches for metastatic prostate cancer, but patient selection might be key to delivering therapeutic benefit. In the past year, four studies have suggested that DNA mismatch repair alterations and CDK12 aberrations are biomarkers of response to immune checkpoint inhibitors.