TNF and preeclampsia: Studies have shown high IL-1β and TNF-α concentration in serum or amniotic fluid are associated with adverse pregnancy outcomes, including first-trimester losses, preeclampsia and gestational diabetes mellitus, and preterm birth [24–27].