Identification of Key Genes and Pathways in Triple-Negative Breast Cancer by Integrated Bioinformatics Analysis

Pengzhi Dong1, Bing Yu2, Lanlan Pan1

  • 1Tianjin State Key Laboratory of Modern Chinese Medicine, Tianjin University of Traditional Chinese Medicine, Tianjin 300193, China.

Abstract

Insights

Researchers identified key genes and pathways involved in triple-negative breast cancer (TNBC) development. Specific genes like SOX8 and AR were linked to patient survival, offering potential new TNBC treatment targets.

Area of Science:

  • Genomics
  • Cancer Biology
  • Bioinformatics

Background:

  • Triple-negative breast cancer (TNBC) lacks expression of estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (Her2).
  • Understanding TNBC's initiation and progression mechanisms is crucial for developing effective treatments.

Purpose of the Study:

  • To identify key pathways and genes implicated in TNBC.
  • To elucidate the potential mechanisms driving TNBC initiation and progression.

Main Methods:

  • Gene expression profiles from 265 samples (67 non-TNBC, 198 TNBC) were analyzed from the GSE76275 dataset.
  • Differentially expressed genes (DEGs) were identified using stringent statistical criteria (p<0.01, fold change ≥1.5 or ≤-1.5).
  • Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analyses were performed on DEGs.

Main Results:

  • 56 genes were upregulated and 151 downregulated in TNBC.
  • DEGs were significantly enriched in pathways related to morphogenesis, cell maturation, nervous system development, and immune processes like T cell differentiation and macrophage activation.
  • Survival analysis revealed that amplification of SOX8, AR, and C9orf152 correlated with poorer outcomes, while NRK and RAB30 showed positive correlation with life expectancy.

Conclusions:

  • The identified pathways and genes provide insights into TNBC development mechanisms.
  • SOX8, AR, C9orf152, NRK, and RAB30 represent potential therapeutic targets for TNBC treatment.

Related Concept Videos

Cancer-Critical Genes II: Tumor Suppressor Genes01:05

Cancer-Critical Genes II: Tumor Suppressor Genes

Genes usually encode proteins necessary for the proper functioning of a healthy cell. Mutations can often cause changes to the gene expression pattern, thereby altering the phenotype.
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...
9.8K
Negative Regulator Molecules01:23

Negative Regulator Molecules

Positive regulators allow a cell to advance through cell cycle checkpoints. Negative regulators have an equally important role as they terminate a cell’s progression through the cell cycle—or pause it—until the cell meets specific criteria.
38.5K
Key Techniques in Microbiology01:19

Key Techniques in Microbiology

Aseptic techniques prevent contamination, ensure experimental accuracy, and protect researchers and microbial cultures. These techniques are essential in clinical, industrial, and research settings where sterility is required.Maintaining Sterility in Laboratory PracticesScientists maintain sterility by sterilizing tools with heat or chemicals, disinfecting work surfaces, and handling cultures in controlled environments. Working near an open flame or within a laminar flow hood reduces the risk...
2.4K
Key Elements for Plant Nutrition02:35

Key Elements for Plant Nutrition

Like all living organisms, plants require organic and inorganic nutrients to survive, reproduce, grow and maintain homeostasis. To identify nutrients that are essential for plant functioning, researchers have leveraged a technique called hydroponics. In hydroponic culture systems, plants are grown—without soil—in water-based solutions containing nutrients. At least 17 nutrients have been identified as essential elements required by plants. Plants acquire these elements from the...
24.3K
Cancer Survival Analysis01:21

Cancer Survival Analysis

Cancer survival analysis focuses on quantifying and interpreting the time from a key starting point, such as diagnosis or the initiation of treatment, to a specific endpoint, such as remission or death. This analysis provides critical insights into treatment effectiveness and factors that influence patient outcomes, helping to shape clinical decisions and guide prognostic evaluations. A cornerstone of oncology research, survival analysis tackles the challenges of skewed, non-normally...
768
Cancer-Critical Genes I: Proto-oncogenes01:33

Cancer-Critical Genes I: Proto-oncogenes

Genes usually encode proteins necessary for the proper functioning of a healthy cell. Mutations can often cause changes to the gene expression pattern, thereby altering the phenotype.
When the function of certain critical genes, especially those involved in cell cycle regulation and cell growth signaling cascades, gets disrupted, it upsets the cell cycle progression. Such cells with unchecked cell cycles start proliferating uncontrollably and eventually develop into tumors.
Such genes that act...
11.5K