A total of 70 KEGG pathways were enriched, and the altered circRNAs may also have affected several vital pathways involved in IR during pregnancy and GDM progression, including the insulin signaling pathway, the rapamycin pathway, and the adenosine monophosphate-activated protein kinase pathway (Additional file 4: Fig. S1D). This evidence concerns the gene INS and gestational diabetes.