The sensitive time windows for extremely high and low meteorological factors on risks of GDM, GH and PE were mainly from the 3rd to 5th months of pregnancy, whereas the sensitive time window for extremely high and low meteorological factors on the risk of hypothyroidism was mainly throughout the first trimester. The gene discussed is GH1; the disease is gestational diabetes.