Gene set enrichment analysis provides insight into novel signalling pathways in breast cancer stem cells

Br J Cancer. 2010 Jan 5;102(1):206-12. doi: 10.1038/sj.bjc.6605468. Epub 2009 Dec 8.

Abstract

Background: Tumour-initiating cells (TICs) or cancer stem cells can exist as a small population in malignant tissues. The signalling pathways activated in TICs that contribute to tumourigenesis are not fully understood.

Methods: Several breast cancer cell lines were sorted with CD24 and CD44, known markers for enrichment of breast cancer TICs. Tumourigenesis was analysed using sorted cells and total RNA was subjected to gene expression profiling and gene set enrichment analysis (GSEA).

Results: We showed that several breast cancer cell lines have a small population of CD24(-/low)/CD44(+) cells in which TICs may be enriched, and confirmed the properties of TICs in a xenograft model. GSEA revealed that CD24(-/low)/CD44(+) cell populations are enriched for genes involved in transforming growth factor-beta, tumour necrosis factor, and interferon response pathways. Moreover, we found the presence of nuclear factor-kappaB (NF-kappaB) activity in CD24(-/low)/CD44(+) cells, which was previously unrecognised. In addition, NF-kappaB inhibitor dehydroxymethylepoxyquinomicin (DHMEQ) prevented tumourigenesis of CD24(-/low)/CD44(+) cells in vivo.

Conclusion: Our findings suggest that signalling pathways identified using GSEA help to identify molecular targets and biomarkers for TIC-like cells.

Publication types

  • Research Support, Non-U.S. Gov't

MeSH terms

  • Animals
  • Benzamides / pharmacology
  • Benzamides / therapeutic use
  • Biomarkers
  • Breast Neoplasms / genetics
  • Breast Neoplasms / pathology*
  • CD24 Antigen / analysis*
  • Cell Separation / methods*
  • Cyclohexanones / pharmacology
  • Cyclohexanones / therapeutic use
  • Female
  • Gene Expression Profiling*
  • Genetic Vectors / pharmacology
  • Humans
  • Hyaluronan Receptors / analysis*
  • Mice
  • Mice, Inbred NOD
  • Mice, SCID
  • NF-kappa B / antagonists & inhibitors
  • NF-kappa B / physiology
  • Neoplasm Proteins / analysis*
  • Neoplasm Proteins / antagonists & inhibitors
  • Neoplasm Proteins / physiology
  • Neoplastic Stem Cells / chemistry
  • Neoplastic Stem Cells / physiology*
  • Neoplastic Stem Cells / transplantation
  • Oligonucleotide Array Sequence Analysis
  • Signal Transduction / physiology
  • Transduction, Genetic
  • Xenograft Model Antitumor Assays

Substances

  • Benzamides
  • Biomarkers
  • CD24 Antigen
  • CD24 protein, human
  • CD44 protein, human
  • Cyclohexanones
  • Hyaluronan Receptors
  • NF-kappa B
  • Neoplasm Proteins
  • dehydroxymethylepoxyquinomicin