Single-Cell Transcriptome Analysis Revealed Heterogeneity and Identified Novel Therapeutic Targets for Breast Cancer

Radhakrishnan Vishnubalaji1, Nehad M Alajez1,2

  • 1Translational Cancer and Immunity Center (TCIC), Qatar Biomedical Research Institute (QBRI), Hamad Bin Khalifa University (HBKU), Qatar Foundation (QF), Doha P.O. Box 34110, Qatar.

Cells
|May 16, 2023
PubMed

Insights

This study identifies novel therapeutic targets for breast cancer (BC) subtypes by analyzing single-cell transcriptomic data. Key targets like ENO1 and FDPS show promise for treating triple-negative BC, improving patient outcomes.

Area of Science:

  • Genomics and Computational Biology
  • Oncology and Cancer Research

Background:

  • Breast cancer (BC) is a heterogeneous disease with diverse molecular subtypes.
  • Identifying novel therapeutic targets is challenging due to tumor heterogeneity and the tumor microenvironment.
  • Estrogen receptor-positive (ER+), HER2-positive (HER2+), and triple-negative breast cancer (TNBC) require distinct treatment strategies.

Purpose of the Study:

  • To decipher the cellular composition and identify enriched gene sets across different BC molecular subtypes using single-cell transcriptomics.
  • To integrate transcriptomic data with CRISPR-Cas9 functional screens to discover novel actionable therapeutic targets.
  • To validate the therapeutic potential of identified targets, particularly for TNBC, by assessing their impact on tumor growth and survival.

Main Methods:

  • Computational analysis of 49,899 single-cell transcriptomic profiles from 26 BC patients.
  • Focus on EPCAM+Lin- tumor epithelial cells to identify subtype-specific gene signatures.
  • Integration with CRISPR-Cas9 functional screening data to pinpoint potential therapeutic targets.

Main Results:

  • Identification of 13 targets for ER+, 44 for HER2+, and 29 for TNBC subtypes, with some outperforming current standards of care.
  • Elevated expression of ENO1, FDPS, CCT6A, TUBB2A, and PGK1 correlated with worse relapse-free survival in basal BC.
  • Targeted depletion of ENO1 and FDPS significantly inhibited TNBC cell proliferation, colony formation, and organoid growth, increasing cell death.

Conclusions:

  • This study presents the first comprehensive unraveling of unique gene signatures and therapeutic vulnerabilities across BC molecular subtypes.
  • ENO1 and FDPS emerge as promising novel therapeutic targets for TNBC, with mechanistic validation.
  • The findings lay the groundwork for developing more effective, targeted therapies tailored to specific BC subtypes.