We ran a series of supplementary analyses stratified by sex (see Supporting information, Table S6), to further examine whether different G × E patterns emerged across sex. Only the interaction between GPS and relationship status in the model for intoxication frequency in males remained significant after correcting the multiple tests using a 5% false discovery rate [58]. Overall these sexstratified models mirrored the results from the three-way interactions.