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Optimization of a Multiplex RNA-based Expression Assay Using Breast Cancer Archival Material
Published on: August 1, 2018
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Identification of Tumor Budding-Associated Genes in Breast Cancer through Transcriptomic Profiling and Network
Panisa Janyasupab1, Kodchanan Singhanat2, Malee Warnnissorn3
1Advance Virtual and Intelligent Computing (AVIC) Center, Department of Mathematics and Computer Science, Faculty of Science, Chulalongkorn University, Bangkok 10330, Thailand.
Biomolecules
|August 29, 2024
Summary
Researchers identified seven novel genes linked to high tumor budding in breast cancer. These genes and associated signaling pathways may offer new therapeutic targets for breast cancer treatment and diagnosis.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Breast cancer is the most diagnosed cancer globally.
- Tumor budding (TB) is an emerging prognostic marker for breast cancer.
- Identifying genes associated with high TB is critical for understanding tumor progression and metastasis.
Purpose of the Study:
- To identify novel gene biomarkers specific to high tumor budding (TB) breast cancer samples.
- To explore the functional roles of these identified genes in cancer progression.
- To discover potential therapeutic targets for breast cancer.
Main Methods:
- TempO-Seq RNA sequencing was used to profile transcriptomic data from breast cancer samples.
- Differential gene expression analysis and mutual information were employed to identify candidate biomarkers.
- Protein-protein interaction network analysis and network diffusion were utilized to explore pathway enrichment.
Main Results:
- Seven genes (NOL4, STAR, C8G, NEIL1, SLC46A3, FRMD6, SCARF2) were identified as potential biomarkers for high-TB breast cancer.
- These genes are overexpressed in high-TB samples.
- Enrichment analysis revealed significant involvement of the Hippo and Wnt signaling pathways.
Conclusions:
- The identified genes and their associated pathways (Hippo, Wnt) are promising therapeutic targets for breast cancer.
- These findings advance the understanding of breast cancer progression and metastasis.
- This research offers potential for improved diagnosis and treatment strategies for breast cancer.
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