Subsequent research will delve into the effects of reducing CCNB1 on additional essential metabolic controllers like AMPK, HK2, and FASN, in order to gain a more comprehensive understanding of its broader involvement in metabolic control during gestational diabetes. Here, CCNB1 is linked to gestational diabetes.