However, the risk alleles of IGF2BP2 and TNF-α were significantly associated with increased risk of GDM only after studies which failed HWE were excluded, which had not been identified in previous studies11, indicating its potential association in GDM. This evidence concerns the gene TNF and gestational diabetes.