There were no statistically significant associations between candidate genes related to AD (rs381361 in CR1, rs744373 in BIN1, rs11136000 in CLU) and GDM, but one gene, PICALM (rs3851179), was significantly associated with a high risk of GDM. This evidence concerns the gene PICALM and gestational diabetes.