TNF and preeclampsia: Furthermore, inflammation contributes to preeclampsia progression, as elevated levels of tumor necrosis factor-alpha (TNF-α) and interleukin-6 (IL-6) promote immune dysregulation, exacerbate vascular inflammation, and increase endothelial dysfunction [3].