Furthermore, given ethical constraints i.e. CSF and blood samples could and were only obtained at the end stage of pregnancy, it is uncertain whether the CSF/plasma FGF21 ratio became divergent between GDM and control subjects before or after the development of GDM. Here, FGF21 is linked to gestational diabetes.