Integrated Bioinformatics Analysis Reveals Candidate Hub Genes and Regulatory Networks Associated with Preeclampsia
Pi, X. Z.; Jiang, D.; Xiong, H.; Li, Q. Z.
Show abstract
Preeclampsia (PE) is a severe pregnancy-associated hypertensive disorder and a major contributor to maternal and perinatal morbidity and mortality. The mechanisms of PE pathogenesis are not yet understood. This paper aims to explore candidate PE-associated biomarkers and regulatory mechanisms using bioinformatics analysis of placental transcriptomic datasets. We downloaded placental transcriptomic datasetsGSE203507 and GSE148241 from GEO and investigated differentially expressed genes(DEGs) between PE and control samples. We performed Gene Ontology (GO), Kyoto Encyclopedia of Genes and Genomes (KEGG), Disease Ontology (DO), and protein-protein interaction (PPI) analyses to characterize the potential role, disease associations, and interaction networks of the DEGs. We validated the mRNA expression patterns of candidate hub genes using two independent placental transcriptomic datasets, GSE143966 and GSE114691.We identified 263 DEGs in the discovery analysis and further obtained 150 overlapping DEGs including80 upregulated genes and 70 downregulated genes, for downstream analysis. We then identified eight candidate hub genes: OPRK1, OXGR1, HCAR3, CCR5, HCAR2, CXCL1, FPR3, and SSTR1using Meta scape software(v3.5.20260201). In the validation phase, most candidate hub genes showed broadly consistent mRNA expression trends across GSE114691 and GSE143966, while FPR3 showed weaker cross-dataset consistency. These findings provide candidate PE-associated genes and regulatory pathways for further experimental and clinical validation..
Matching journals
The top 8 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Molecular mechanisms of Cardiac Injury associated with myocardial SARS-CoV-2 infection 94%
- Nomogram-Based Prognostic Model to predict the High blood pressure in Children and Adolescents —— Finding from 342,736 individual in China 92%
- Common variation in EDN1 regulatory regions highlights the role of PPARγ as a key regulator of Endothelin in vitro 92%
Similar papers in this journal
- Changes in pregnancy-related serum biomarkers early in gestation are associated with later development of preeclampsia 94%
- Bioinformatics analyses and experimental validation of ferroptosis-related genes in bronchopulmonary dysplasia pathogenesis 94%
- Placental vascular remodeling in pregnant women with COVID-19 94%
Similar papers in this journal
- Preeclampsia prediction with maternal and paternal polygenic risk scores: the TMM BirThree Cohort Study 94%
- Identification of novel nutrient-sensitive human yolk sac functions required for embryogenesis 94%
- In-depth blood proteome profiling analysis revealed distinct functional characteristics of plasma proteins between severe and non-severe COVID-19 patients 93%
Similar papers in this journal
- Decreased levels of soluble Developmental endothelial locus-1 are associated with thrombotic microangiopathy in pregnancy 95%
- Placental transcription profiling in 6-23 weeks’ gestation reveals differential transcript usage in early development 94%
- Somatic Cell Nuclear Transfer Embryos Show Massive Dysregulation of Genes Involved in Transcription Pathway 94%
Similar papers in this journal
- ACVR2A Facilitates Trophoblast Cell Invasion through TCF7/c-JUN Pathway in Pre-eclampsia Progression 97%
- Fibroblast activation during decidualization: Embryo-derived TNFα induction of PGI2-PPARδ-ACTIVIN A pathway through luminal epithelium 96%
- Interleukin-33 stimulates stress in the endoplasmic reticulum of the human myometrium via an influx of calcium during initiation of labor 94%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.