Leveraging PANoptosis-associated genes for unraveling implication of decidualization deficiency in pre-eclampsia via transcriptome data and experiment validation - PubMed
7 hours ago
- #decidualization
- #PANoptosis
- #pre-eclampsia
- The study explores the association between PANoptosis-related genes and decidualization deficiency in pre-eclampsia (PE).
- 430 differentially expressed genes (DEGs) were identified, mainly involved in inflammation, apoptosis, and decidual tissue dysfunction in PE.
- 10 PANoptosis-related DEGs were screened, with immune landscape analysis revealing aberrant immunocyte abundance and immune checkpoint levels in PE decidual tissue.
- Nine PANoptosis-related signature genes (MAPK3, RIPK1, RIPK3, PYCARD, BAX, TUG1, CDK1, MAPK1, TAB2) were identified using machine learning algorithms.
- Artificial neural network (ANN) and nomogram models showed high discriminative ability (AUC = 0.999).
- Validation in primary human decidual stromal cells (HDSCs) confirmed dysregulated expression of signature genes and reduced decidualization markers (PRL, IGFBP1).
- Two PE subtypes were identified, with subtype B showing immune hyperactivity compared to subtype A.
- Melatonin was identified as a candidate therapeutic compound, showing protective effects in vivo and in vitro.
- MAPK3 knockdown attenuated PANoptosis-associated inflammatory cytokine production and partially restored decidualization markers.
- The study suggests PANoptosis-related molecular dysregulation may contribute to decidualization deficiency in PE, with potential biomarkers and therapeutic targets identified.