IL1B and gestational diabetes: Additionally, the study identified specific polymorphisms—IL-1β −511 C/T, IL-10 −1082 G/A, IL-6 −174 G/C, and TNF-α −308 G/A—that were significantly associated with an increased risk of GDM (p < 0.05).