A previous study carrying out gene-based weighed burden analysis of rare coding variants using 200,000 exome-sequenced UK Biobank participants identified three genes associated with type 2 diabetes (T2D) at exome-wide significance, GCK, HNF4A and GIGYF1 [1]. Here, HNF4A is linked to type 2 diabetes mellitus.