Furthermore, studies have shown that pre-gravid obesity also influences the levels of granulocyte-macrophage colony-stimulating factor (GM-CSF) and fibroblast growth factor 2 (FGF-2) [62]. The gene discussed is FGF2; the disease is Obesity.