TNF and endothelial dysfunction: Periodontal disease can lead to elevated levels of inflammatory markers such as C-reactive protein (CRP), interleukin-6 (IL-6), and tumor necrosis factor-alpha (TNF-α), which may contribute to endothelial dysfunction and impaired placental blood flow, thereby increasing the risk of pre-eclampsia [33, 34].