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Background. Preeclampsia (PE), which has a high incidence rate worldwide, is a potentially dangerous syndrome to pregnant women and newborns. However, the exact mechanism of its pathogenesis is still unclear. In this study, we used bioinformatics analysis to identify hub genes, establish a logistic model, and study immune cell infiltration to clarify the physiopathogenesis of PE. Methods. We downloaded the GSE75010 and GSE10588 datasets from the GEO database and performed weighted gene coexpression network analysis (WGCNA) as well as Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses. The online search tool for the retrieval of interacting genes and Cytoscape software were used to identify hub genes, which were then used to establish a logistic model. We also analyzed immune cell infiltration. Finally, we verified the expression of the genes included in the predictive model via RT-PCR. Results. A total of 100 and 212 differently expressed genes were identified in the GSE75010 and GSE10588 datasets, respectively, and after overlapping with WGCNA results, 17 genes were identified. KEGG and GO analyses further indicated the involvement of these genes in bioprocesses, such as gonadotropin secretion, immune cell infiltration, and the SMAD and MAPK pathways. Additionally, protein-protein interaction network analysis identified 10 hub genes, six (FLT1, FLNB, FSTL3, INHA, TREM1, and SLCO4A1) of which were used to establish a logistic model for PE. RT-PCR analysis also confirmed that, except FSTL3, these genes were upregulated in PE. Our results also indicated that macrophages played the most important role in immune cell infiltration in PE. Conclusion. This study identified 10 hub genes in PE and used 6 of them to establish a logistic model and also analyzed immune cell infiltration. These findings may enhance the understanding of PE and enable the identification of potential therapeutic targets for PE.

Angiotensin II (Ang II) aggravates hepatic fibrosis by inducing NADPH oxidase (NOX)-dependent oxidative stress. Angiotensin-(1-7) [Ang-(1-7)], which counter-regulates Ang II, has been evidenced to protect against hepatic fibrosis. The NOD-like receptor family pyrin domain containing 3 (NLRP3) inflammasome, being activated by reactive oxygen species (ROS), is identified as a novel mechanism of liver fibrosis. However, whether the NLRP3 inflammasome involves in regulation of Ang II-induced hepatic fibrosis remains unclear. This study investigates the different effects of the Ang II and Ang-(1-7) on collagen synthesis by regulating the NLRP3 inflammasome/Smad pathway via redox balance modulation.In vivo, Ang-(1-7) improved bile duct ligation-induced hepatic fibrosis, reduced H2O2 content, protein levels of NOX4, and the NLRP3 inflammasome, whereas it increased glutathione (GSH) and nuclear erythroid 2-related factor 2 (Nrf2) antioxidant response element (ARE). In vitro, Ang II treatment elevated NOX4 protein expression and ROS production in hepatic stellate cells (HSCs), whereas it inhibited GSH and Nrf2-ARE, resulting in the activation of the NLRP3 inflammasome in the mitochondria of HSCs. NLRP3 depletion inhibited Ang II-induced collagen synthesis. Furthermore, Ang II increased NLRP3 and pro-IL-1β levels by activating the Toll-like receptor 4 (TLR4)/MyD88/NF-κB pathway. Treatment with antioxidants, NOX4 small interference RNA (siRNA), or Nrf2 activator inhibited Ang II-induced NLRP3 inflammasome activation and collagen synthesis. In contrast, the action of Ang-(1-7) opposed the effects of Ang II.Ang-(1-7) improved liver fibrosis by regulating NLRP3 inflammasome activation induced by Ang II-mediated ROS via redox balance modulation. Antioxid. Redox Signal. 24, 795-812.