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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.
Abstract:
Breast cancer (BC) is a heterogeneous disease, which is primarily classified according to hormone receptors and HER2 expression. Despite the many advances in BC diagnosis and management, the identification of novel actionable therapeutic targets expressed by cancerous cells has always been a daunting task due to the large heterogeneity of the disease and the presence of non-cancerous cells (i.e., immune cells and stromal cells) within the tumor microenvironment. In the current study, we employed computational algorithms to decipher the cellular composition of estrogen receptor-positive (ER+), HER2+, ER+HER2+, and triple-negative BC (TNBC) subtypes from a total of 49,899 single cells' publicly available transcriptomic data derived from 26 BC patients. Restricting the analysis to EPCAM+Lin- tumor epithelial cells, we identified the enriched gene sets in each BC molecular subtype. Integration of single-cell transcriptomic with CRISPR-Cas9 functional screen data identified 13 potential therapeutic targets for ER+, 44 potential therapeutic targets for HER2+, and 29 potential therapeutic targets for TNBC. Interestingly, several of the identified therapeutic targets outperformed the current standard of care for each BC subtype. Given the aggressive nature and lack of targeted therapies for TNBC, elevated expression of ENO1, FDPS, CCT6A, TUBB2A, and PGK1 predicted worse relapse-free survival (RFS) in basal BC (n = 442), while elevated expression of ENO1, FDPS, CCT6A, and PGK1 was observed in the most aggressive BLIS TNBC subtype. Mechanistically, targeted depletion of ENO1 and FDPS halted TNBC cell proliferation, colony formation, and organoid tumor growth under 3-dimensional conditions and increased cell death, suggesting their potential use as novel therapeutic targets for TNBC. Differential expression and gene set enrichment analysis in TNBC revealed enrichment in the cycle and mitosis functional categories in FDPShigh, while ENO1high was associated with numerous functional categories, including cell cycle, glycolysis, and ATP metabolic processes. Taken together, our data are the first to unravel the unique gene signatures and to identify novel dependencies and therapeutic vulnerabilities for each BC molecular subtype, thus setting the foundation for the future development of more effective targeted therapies for BC.
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.

