Related Experiment Video
Updated: Oct 26, 2025

Performing Data Mining And Integrative Analysis Of Biomarker in Breast Cancer Using Multiple Publicly Accessible Databases
Published on: May 17, 2019
Integrative Bioinformatics Study of Tangeretin Potential Targets for Preventing Metastatic Breast Cancer
Adam Hermawan1,2, Herwandhani Putri2, Naufa Hanif2
1Laboratory of Macromolecular Engineering, Department of Pharmaceutical Chemistry, Faculty of Pharmacy, Universitas Gadjah Mada Sekip Utara II, Yogyakarta 55281, Indonesia.
Abstract:
Agents that target metastasis are important to improve treatment efficacy in patients with breast cancer. Tangeretin, a citrus flavonoid, exhibits antimetastatic effects on breast cancer cells, but its molecular mechanism remains unclear. Tangeretin targets were retrieved from PubChem, whereas metastatic breast cancer regulatory genes were downloaded from PubMed. In total, 58 genes were identified as potential therapeutic target genes of tangeretin (PTs). GO and KEGG pathway enrichment analyses of PTs were performed using WebGestalt (WEB-based Gene SeT AnaLysis Toolkit). The PPI network was analyzed using STRING-DB v11.0 and visualized by Cytoscape software. Hub genes were selected on the basis of the highest degree score as calculated by the CytoHubba plugin. Genetic alterations of the PTs were analyzed using cBioPortal. The prognostic values of the PTs were evaluated with the Kaplan-Meier plot. The expression of PTs across breast cancer samples was confirmed using GEPIA. The reliability of the PTs in metastatic breast cancer cells was validated using ONCOMINE. Molecular docking was performed to foresee the binding sites of tangeretin with PIK3Cα, MMP9, PTGS2, COX-2, and IKK. GO analysis showed that PTs participate in the biological process of stimulus response, are the cellular components of the nucleus and the membrane, and play molecular roles in enzyme regulation. KEGG pathway enrichment analysis revealed that PTs regulate the PI3K/Akt pathway. Genetic alterations for each target gene were MTOR (3%), NOTCH1 (4%), TP53 (42%), MMP9 (4%), NFKB1 (3%), PIK3CA (32%), PTGS2 (15%), and RELA (5%). The Kaplan-Meier plot showed that patients with low mRNA expression levels of MTOR, TP53, MMP9, NFKB1, PTGS2, and RELA and high expression of PIK3CA had a significantly better prognosis than their counterparts. Further validation of gene expression by using GEPIA revealed that the mRNA expression of MMP9 was significantly higher in breast cancer tissues than in normal tissues, whereas the mRNA expression of PTGS2 showed the opposite. Analysis with ONCOMINE demonstrated that the mRNA expression levels of MMP9 and NFKB1 were significantly higher in metastatic breast cancer cells than in normal tissues. The results of molecular docking analyses revealed the advantage of tangeretin as an inhibitor of PIK3CA, MMP9, PTGS2, and IKK. Tangeretin inhibits metastasis in breast cancer cells by targeting TP53, PTGS2, MMP9, and PIK3CA and regulating the PI3K/Akt signaling pathway. Further investigation is needed to validate the results of this study.
Insights
Tangeretin, a citrus flavonoid, inhibits breast cancer metastasis by targeting key genes like TP53, PTGS2, MMP9, and PIK3CA. This study clarifies its molecular mechanism, revealing its role in regulating the PI3K/Akt pathway for improved treatment strategies.
Area of Science:
- Oncology
- Pharmacology
- Molecular Biology
Background:
- Targeting metastasis is crucial for enhancing breast cancer treatment efficacy.
- Tangeretin, a citrus flavonoid, shows potential antimetastatic effects in breast cancer.
- The precise molecular mechanisms underlying tangeretin's antimetastatic activity require elucidation.
Purpose of the Study:
- To identify potential therapeutic target genes of tangeretin in metastatic breast cancer.
- To elucidate the molecular mechanisms through which tangeretin exerts its antimetastatic effects.
- To analyze the genetic alterations and prognostic values of identified target genes.
Main Methods:
- Identification of tangeretin targets and metastatic breast cancer regulatory genes.
- Gene enrichment analyses (GO, KEGG), PPI network construction, and hub gene selection.
- Analysis of genetic alterations, prognostic values, gene expression, and molecular docking.
Main Results:
- 58 potential therapeutic target genes (PTs) were identified; KEGG analysis revealed regulation of the PI3K/Akt pathway.
- Key genes with significant genetic alterations include TP53 (42%) and PIK3CA (32%).
- Tangeretin demonstrated inhibitory potential against PIK3CA, MMP9, PTGS2, and IKK, suggesting its role in inhibiting metastasis via TP53, PTGS2, MMP9, and PIK3CA.
Conclusions:
- Tangeretin effectively inhibits metastasis in breast cancer cells by targeting TP53, PTGS2, MMP9, and PIK3CA.
- The PI3K/Akt signaling pathway is a key mediator of tangeretin's antimetastatic effects.
- Further research is warranted to validate these findings and explore clinical applications.
More Related Videos
07:47Author Spotlight: Unveiling Transmembrane Protein Family-Related Markers in Gastric Cancer and Implications for Targeted Therapies
Published on: September 15, 2023
06:54Studying TGF-β Signaling and TGF-β-induced Epithelial-to-mesenchymal Transition in Breast Cancer and Normal Cells
Published on: October 27, 2020
Related Concept Videos
Canonical Wnt Signaling Pathway
Non-Canonical Wnt Signaling Pathways