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Updated: May 14, 2026

Optimization of a Multiplex RNA-based Expression Assay Using Breast Cancer Archival Material
Published on: August 1, 2018
Integrative transcriptomic analysis reveals novel targets for personalized medicine across seven metastatic breast
Ali Salari1,2, Arsham Mikaeili Namini3,4, Aram Alipour3,5
1Genetics Department, Breast Cancer Research Center, Motamed Cancer Institute, ACECR, Tehran, Iran. asalari1365@gmail.com.
Abstract:
The greatest cause of death from breast cancer is metastasis, yet little is known about the molecular mechanisms behind this phenomenon. Using four publically accessible datasets, we conducted a thorough transcriptome analysis of 187 samples from seven breast cancer metastatic sites: the brain, bone, lung, liver, lymph nodes, skin, and local-regional skin (skinlr). Of the 12,005 genes that were found to be shared by all samples in this investigation, 604-885 differentially expressed genes (DEGs) were unique to each metastatic location. Pathways including PI3K-Akt signaling, prolactin signaling, complement, and coagulation cascades were identified by functional enrichment analysis as important metastasis drivers with unique functions in different locales. The results of regulatory analysis revealed 77 upstream factors, including 14 kinases (like EPHB3, PAK3) and 63 transcription factors (like ESR1, FOXA1, and GATA3), some of which were discovered for the first time in breast cancer metastases (like TCF4, HOXA10). It was shown that hub genes including MMP9, SPP1, and PDGFRB are essential for the survival and development of metastases, offering new information on site-specific biology. Crucially, by identifying site-specific molecular markers, these discoveries pave the way for personalized medicine techniques and allow tumor-specific therapy tactics, such as targeting Central Carbon Metabolism in lung and skin metastases. This work provides actionable options for tumor-specific treatment and tailored interventions by highlighting new molecular candidates and signaling pathways for metastatic breast cancer.
Insights
Breast cancer metastasis is driven by unique molecular mechanisms at different sites. Identifying these site-specific genes and pathways offers new targets for personalized therapies and improved patient outcomes.
Area of Science:
- Oncology
- Molecular Biology
- Genomics
Background:
- Breast cancer metastasis is a leading cause of mortality.
- The molecular drivers of metastasis across different organs remain poorly understood.
Purpose of the Study:
- To conduct a comprehensive transcriptome analysis of breast cancer metastases.
- To identify site-specific molecular mechanisms and potential therapeutic targets.
Main Methods:
- Utilized four public datasets comprising 187 samples from seven metastatic sites.
- Performed transcriptome analysis, differential gene expression analysis, and functional enrichment analysis.
- Identified upstream regulatory factors and key hub genes involved in metastasis.
Main Results:
- Discovered 604-885 differentially expressed genes unique to each metastatic site.
- Identified key signaling pathways (e.g., PI3K-Akt, prolactin) and upstream factors (kinases, transcription factors) driving metastasis.
- Highlighted hub genes (MMP9, SPP1, PDGFRB) crucial for metastatic survival and identified novel regulatory factors.
Conclusions:
- Site-specific molecular profiles in breast cancer metastases are critical.
- Discoveries pave the way for personalized medicine and tumor-specific therapeutic strategies.
- Identified novel molecular candidates and pathways for targeted interventions in metastatic breast cancer.
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