Our research has identified an upregulation of pro-inflammatory cytokines such as IL-6, IL-17, and TNF-α, along with an increased infiltration of CD68-positive macrophages in the pancreas and liver of GDM mice. The gene discussed is TNF; the disease is gestational diabetes.