ArticleBMC cancer2021
Bioinformatics analysis of differentially expressed genes and pathways in the development of cervical cancer.
Article in BMC cancer, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 41 papers.
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Who cites it
41 citing papers in PubMed, 66 citations in OpenAlex.
- Integrated Multi-Omics Analysis of Gut Microbiota-Associated Metabolites and Related Host Molecular Signatures in Cervical Squamous Cell Carcinoma.Applied biochemistry and biotechnology · 2026Article
- Identification of microRNAs as biomarkers for triage of cervical intraepithelial neoplasia in cervical scrape samples from high-risk HPV-positive women.British journal of cancer · 2026Article
- USP1 Promotes Malignant Progression of Cervical Cancer Cells by Deubiquitinating and Stabilizing ATG13 to Enhance Autophagic Activity.Journal of biochemical and molecular toxicology · 2026Article
- Unveiling the proteomic landscape: Exploring differentially expressed proteins in patients with jaw cysts.Medicine · 2026Article
- Clinical and transcriptomic risk factors for post-tuberculosis lung disease in a cohort of Kenyan adults.American journal of respiratory and critical care medicine · 2026Observational
- CDNFE suggests FNDC3B and NECTIN4 as drivers of precancer progression via PI3K/AKT EMT.NPJ precision oncology · 2026Article
- Spatial analysis of HPV-associated cervical intraepithelial neoplastic tissues demonstrate distinct immune signatures associated with cervical cancer progression.The Journal of pathology · 2026Article
- Characterization of rutin bindingto HRAS and MAPK3 and its clinical prognostic relevancein lung cancer: Using in silico and clinical prognostic experimental design.Naunyn-Schmiedeberg's archives of pharmacology · 2026Article
- COX7A1-mediated mitochondrial dysfunction can induce ferroptosis in endometrial cancer cells.PloS one · 2026Article
- Screening and molecular functional analysis of telomere-related genes in abdominal aortic aneurysms based on bioinformatics.Frontiers in cardiovascular medicine · 2026Article
- Mechanistic insights into daidzin from Glycine max against breast cancer via network pharmacology and multi-level molecular modeling.PloS one · 2026Article
- Construction and validation of risk models of prognostic genes associated with parthanatos in papillary thyroid carcinoma based on bioinformatics.Discover oncology · 2025Article
- Identification of potential molecular targets for thyroid cancer using multiple-omics analysis and machine learning.Annals of medicine and surgery (2012) · 2025Article
- Causal Associations Between 4907 Circulating Proteins and Hyperlipidemia: A Two-Sample Mendelian Randomization Study Based on European Ancestry.Health science reports · 2025Article
- Identification of key candidate genes for ovarian cancer using integrated statistical and machine learning approaches.Briefings in bioinformatics · 2025Article
- Impact of PM2.5 exposure on acute toxicities and survival outcomes in radiotherapy for cervical cancer.Scientific reports · 2025Article
- Leucine-rich repeat-containing protein 19 suppresses colorectal cancer by targeting cyclin-dependent kinase 6/E2F1 and remodeling the immune microenvironment.World journal of gastroenterology · 2025Article
- Multi-omics analysis of the effects of pla2g4a on the prognosis of various cancers and its experimental validation in breast cancer cell lines.Discover oncology · 2025Article
- Prediction of new candidate proteins and analysis of sub-modules and protein hubs associated with seed development in rice (Oryza sativa) using an ensemble network-based systems biology approach.BMC plant biology · 2025Article
- Integrative analysis reveals key molecular mechanisms and prognostic model for Ethylnitrosourea-induced gliomagenesis.BMC pharmacology & toxicology · 2025Article
Corrections and comments
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Authors and funding
2 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThis study aimed to explore and identify key genes and signaling pathways that contribute to the progression of cervical cancer to improve prognosis.
methodsThree gene expression profiles (GSE63514, GSE64217 and GSE138080) were screened and downloaded from the Gene Expression Omnibus database (GEO). Differentially expressed genes (DEGs) were screened using the GEO2R and Venn diagram tools. Then, Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed. Gene set enrichment analysis (GSEA) was performed to analyze the three gene expression profiles. Moreover, a protein-protein interaction (PPI) network of the DEGs was constructed, and functional enrichment analysis was performed. On this basis, hub genes from critical PPI subnetworks were explored with Cytoscape software. The expression of these genes in tumors was verified, and survival analysis of potential prognostic genes from critical subnetworks was conducted. Functional annotation, multiple gene comparison and dimensionality reduction in candidate genes indicated the clinical significance of potential targets.
resultsA total of 476 DEGs were screened: 253 upregulated genes and 223 downregulated genes. DEGs were enriched in 22 biological processes, 16 cellular components and 9 molecular functions in precancerous lesions and cervical cancer. DEGs were mainly enriched in 10 KEGG pathways. Through intersection analysis and data mining, 3 key KEGG pathways and related core genes were revealed by GSEA. Moreover, a PPI network of 476 DEGs was constructed, hub genes from 12 critical subnetworks were explored, and a total of 14 potential molecular targets were obtained.
conclusionsThese findings promote the understanding of the molecular mechanism of and clinically related molecular targets for cervical cancer.
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