ArticleNPJ systems biology and applications2024
Comprehensive molecular interaction map of TGFβ induced epithelial to mesenchymal transition in breast cancer.
Article in NPJ systems biology and applications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 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
13 citing papers in PubMed.
- Universal off-the-shelf TGF-Acta pharmaceutica Sinica. B · 2026Article
- Transcriptomic analysis of zonula occludens-1 (ZO-1) knockout in ovarian cancer cell lines.Genes & genomics · 2026Article
- Targeting Cancer Stem Cells with Phytochemicals: Molecular Mechanisms and Therapeutic Potential.Biomedicines · 2026Review
- The Heterogeneity and Function of Stromal Cells in the Tumor Microenvironment.Research (Washington, D.C.) · 2026Review
- Decoding the mechanisms underlying breast cancer brain metastasis: paving the way for precision therapeutics.Biomarker research · 2025Review
- The Three Musketeers in Cancer Therapy: Pharmacokinetics, Pharmacodynamics and Personalised Approach.Journal of personalized medicine · 2025Review
- TGFβ1-TNFα-regulated secretion of neutrophil chemokines is independent of epithelial-mesenchymal transition in breast tumor cells.Molecular biology of the cell · 2025Article
- Immune evasion in cancer: mechanisms and cutting-edge therapeutic approaches.Signal transduction and targeted therapy · 2025Review
- Leucine-rich repeat-containing 56 promotes breast cancer progression via modulation of the RhoA/ROCKs signaling axis.Molecular biomedicine · 2025Article
- The Role of Twisted Gastrulation 1 (TWSG1) Gene in TGF-β Signaling Linked to Cancer: A Comprehensive Review.Asian Pacific journal of cancer prevention : APJCP · 2025Review
- The Multifaceted Roles of MicroRNA-181 in Stem Cell Differentiation and Cancer Stem Cell Plasticity.Cells · 2025Review
- Impact of Molecular Profiling on Therapy Management in Breast Cancer.Journal of clinical medicine · 2024Review
- Molecular crossroads: identifying MAPK proteins bridging SMAD and dopamine pathways in breast cancer.Cell cycle (Georgetown, Tex.)Article
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
Breast cancer is one of the prevailing cancers globally, with a high mortality rate. Metastatic breast cancer (MBC) is an advanced stage of cancer, characterised by a highly nonlinear, heterogeneous process involving numerous singling pathways and regulatory interactions. Epithelial-mesenchymal transition (EMT) emerges as a key mechanism exploited by cancer cells. Transforming Growth Factor-β (TGFβ)-dependent signalling is attributed to promote EMT in advanced stages of breast cancer. A comprehensive regulatory map of TGFβ induced EMT was developed through an extensive literature survey. The network assembled comprises of 312 distinct species (proteins, genes, RNAs, complexes), and 426 reactions (state transitions, nuclear translocations, complex associations, and dissociations). The map was developed by following Systems Biology Graphical Notation (SBGN) using Cell Designer and made publicly available using MINERVA ( http://35.174.227.105:8080/minerva/?id=Metastatic_Breast_Cancer_1 ). While the complete molecular mechanism of MBC is still not known, the map captures the elaborate signalling interplay of TGFβ induced EMT-promoting MBC. Subsequently, the disease map assembled was translated into a Boolean model utilising CaSQ and analysed using Cell Collective. Simulations of these have captured the known experimental outcomes of TGFβ induced EMT in MBC. Hub regulators of the assembled map were identified, and their transcriptome-based analysis confirmed their role in cancer metastasis. Elaborate analysis of this map may help in gaining additional insights into the development and progression of metastatic breast cancer.
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.