When considering the rate, inheritance pattern, and population frequencies of detected rare, damaging coding variants in MYO10, AR and GALNT13, enhancer-linked risk variant in CCDC26, and other detected risk variants, our results suggest polygenic inheritance of familial glioma in Finland. Here, AR is linked to glioma.