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.

Scientific Reports
|May 12, 2026
PubMed

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.

Related Concept Videos

Combination Therapies and Personalized Medicine02:50

Combination Therapies and Personalized Medicine

Combining two or more treatment methods increases the life span of cancer patients while reducing damage to vital organs or tissue from the overuse of a single treatment. Combination therapy also targets different cancer-inducing pathways, thus reducing the chances of developing resistance to treatment.
The combination of the drug acetazolamide and sulforaphane is a good example of combination therapy to treat cancer. The cells in the interior of a large tumor often die due to the hypoxic and...
Targeted Cancer Therapies02:57

Targeted Cancer Therapies

The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against specific...
Targeted Cancer Therapies02:57

Targeted Cancer Therapies

The targeted cancer therapies, also known as “molecular targeted therapies,” take advantage of the molecular and genetic differences between the cancer cells and the normal cells. It needs a thorough understanding of the cancer cells to develop drugs that can target specific molecular aspects that drive the growth, progression, and spread of cancer cells without affecting the growth and survival of other normal cells in the body.
There are several types of targeted therapies against specific...