Apart from the inflammation-related NF-kappa B signaling pathway and TNF signaling pathway, we also observed significant changes in the apoptosis pathway, metabolic pathway and oxidative phosphorylation pathway, suggesting that inflammation may lead to placental dysfunction by promoting placental cell apoptosis, increasing placental oxidative stress and metabolic disorders. Here, TNF is linked to Other metabolic disease.