Identification and Functional Characterization of COPD Molecular Subtypes Based on Oxeiptosis-Related Genes via WGCNA and Machine Learning. [PDF]
Chen W +5 more
europepmc +1 more source
Bioinformatics and machine learning-driven discovery of candidate tissue diagnostic markers for endometriosis with experimental verification. [PDF]
Du J, Zhao S, Feng Q, Cheng W.
europepmc +1 more source
Role of Macrophage-Related Genes GAS7 and ZEB2 in Acute Myocardial Infarction Pathogenesis. [PDF]
Liu Z +5 more
europepmc +1 more source
ABSTRACT High‐grade serous ovarian cancer (HGSOC) is the most common and lethal histological subtype of ovarian cancer. This study aimed to identify peritoneal metastasis‐associated biomarkers of HGSOC to provide directions for subsequent treatment. Transcriptome data were extracted from the GEO database and literature. Differential expression analysis,
Jing Zhu +8 more
wiley +1 more source
Identification of candidate biomarkers for NAFLD through bioinformatics analysis and machine learning based on circulating insulin degradation-associated genes. [PDF]
Guo M +7 more
europepmc +1 more source
ABSTRACT Unsymmetrical dimethylhydrazine (UDMH), a highly toxic rocket propellant with known multiorgan effects, requires urgent characterization of its chronic low‐dose toxicity. Using an integrated approach including exploratory transcriptomics (n = 3/group) and metabolomic (n = 4/group) approaches in male Sprague–Dawley rats exposed to high‐dose ...
Fuzhou Liu +6 more
wiley +1 more source
ENOX2 and the related mechanisms as potential genetic targets for varicose veins of lower extremities: An integrated bioinformatics and Mendelian analysis. [PDF]
He Q, Zhang X, Tao C, Chen C, Yan W.
europepmc +1 more source
This study integrates multi‐omics data (single‐cell RNA‐seq, bulk RNA‐seq, and proteomics) from carotid artery plaques to identify novel biomarkers for diagnosing stenosis. Through a computational pipeline involving cell population analysis, WGCNA, and machine learning models, we identified and validated NRP1 and XAF1 as key endothelial biomarkers ...
Jiayi Wu +5 more
wiley +1 more source
Identification of Key Genes Associated with Feed Utilization Efficiency in <i>Penaeus vannamei</i> Fed a Plant-Based Diet Using WGCNA. [PDF]
Zhang H +10 more
europepmc +1 more source
A large intracellular drug‐repurposing screen identifies a potent synergy between 5‐fluoro‐2′‐deoxycytidine and rifapentine, acting through dual host–pathogen targeting to reduce Staphylococcus aureus burdens across strains, cell types, and infection models (created with BioRender).
Blanca Lorente‐Torres +13 more
wiley +1 more source

