ArticleJournal of pharmaceutical analysis2025
A gene set enrichment analysis for cancer hallmarks.
Article in Journal of pharmaceutical analysis, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
63 citing papers in PubMed.
- Unveiling the oncogenic role of PDK3 in head and neck squamous cell carcinoma, an integrative in silico and an in vitro approach.Journal, genetic engineering & biotechnology · 2026Article
- Novel Exploratory Transcriptomic Candidates as Biomarkers and Cancer Hallmark Fingerprints for Ovarian Endometroid and Clear Cell Carcinomas in Women.Antioxidants (Basel, Switzerland) · 2026Article
- Article
- FAK and Pyk2: Paralogous Kinases with Opposing Roles in Vasculogenic Mimicry in Triple-Negative Breast Cancer.International journal of molecular sciences · 2026Article
- Determination of copy number variations and affected gene networks in breast cancer.Biomedical reports · 2026Article
- Identification and validation of stemness-associated hub genes in cervical cancer: a bioinformatics and experimental study.World journal of surgical oncology · 2026Article
- Computational evaluation ofCurrent research in structural biology · 2026Article
- In silico analysis of driver genes in squamous cell carcinoma of the cervix: insights into their biological functions, prognosis, immune infiltration, and therapy.World journal of surgical oncology · 2026Article
- Article
- Epidermal Growth Factor Receptor/KIT-Linked Proliferative Bias in Normal Breast Lobules from Matched Non-Hispanic Black and White Women Is Rapidly Reversible by Receptor Tyrosine Kinase Inhibition.The American journal of pathology · 2026Article
- Tumor cell plasticity in non-small cell lung cancer: the role of microRNA and implications for diagnosis, prognosis and treatment.Translational cancer research · 2026Review
- ABTB1 modulates EGFR signaling and confers icotinib sensitivity in lung adenocarcinoma.Respiratory research · 2026Article
- A structural bioinformatics framework for prioritizing pH-sensitive proteins from 3D structural features.BMC bioinformatics · 2026Article
- Integrative Bulk and Single-Nucleus Analyses Nominate COL5A2 as a CAF/ECM-Associated Marker Associated with PDAC Progression.Diagnostics (Basel, Switzerland) · 2026Article
- Article
- Bioinformatics Analysis of microRNAs Associated with Metastatic Potential in Breast Cancer.Biology · 2026Article
- CXCL10 as a migration-associated biomarker in oral squamous cell carcinoma.BMC oral health · 2026Article
- Uncovering the Intricate and Heterogeneous Cellular Microenvironment of Cutaneous Melanoma.Medicina (Kaunas, Lithuania) · 2026Review
- Expression of Bruton's Tyrosine Kinase Reflects Immune Cells Infiltration and Cell Proliferation in Breast Cancer.World journal of oncology · 2026Article
- Rab5 nucleotide binding promotes oxidative metabolism to fuel hepatocellular carcinoma cell proliferation.The Journal of biological chemistry · 2026Article
3 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The "hallmarks of cancer" concept provides a valuable framework for understanding fundamental organizing principles common to various cancers. However, without a consensus gene set for cancer hallmarks, data comparison and integration result in diverse biological interpretations across studies. Therefore, we aimed to form a consensus cancer hallmark gene set by merging data from available mapping resources and establishing a framework for mining these gene sets. By consolidating data from seven projects, 6763 genes associated with 10 cancer hallmarks were identified. A cancer hallmarks enrichment analysis was performed for prognostic genes associated with overall survival across 12 types of solid tumors. "Tissue invasion and metastasis" was most prominent in cancers of the stomach (
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.