The top GDM SNPs identified localize to three genes: RPL7P20, ZBTB20, and GUCY1A2. While RPL7P20 codes for a pseudogene, several studies have made associations between SNPs at this locus and increased heart rate42 as well as general cognition43,44. This evidence concerns the gene ZBTB20 and gestational diabetes.