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T and B Cell Receptor Immune Repertoire Analysis using Next-generation Sequencing
Published on: January 12, 2021
Single-cell transcriptomic analysis reveals the immunosuppressive status of NK cell subpopulations in TNBC
Yang Liu1,2, Wen-Ming Cao2,3, Ying Jin1,2
1Department of Clinical Trial, Zhejiang Cancer Hospital, Hangzhou, Zhejiang, China.
Abstract:
Triple-negative breast cancer (TNBC), lacking expression of the estrogen receptor (ER), progesterone receptor (PR), and human epidermal growth factor receptor 2 (HER2), has clinical features that include high invasiveness, limited response to current immunotherapies, heightened risk of recurrence, and poorer overall prognosis. Central to these adverse clinical outcomes is the tumor microenvironment (TME), where the presence of immature natural killer (NK) cells with lower cytotoxic capacity has been associated with disease progression. Through a comprehensive analysis of publicly available single-cell transcriptomic data from breast cancer, we identified three NK cell subtypes within TNBC and non-TNBC tissues, named NK_XCL1, NK_FCGR3A, and NK_ISG15. Compared to non-TNBC, the presence and cytotoxic activity of NK_FCGR3A cells in TNBC were markedly diminished, primarily due to a substantial increase in the expression of inhibitory receptors like NKG2A (KLRC1). NK_ISG15 cells in TNBC show higher expression of type I interferon signaling genes. Through cell-type cross-talk analysis, we found that the feature of NK_FCGR3A cells in TNBC was mediated by myeloid cells with the HLA-E-KLRC1/HLA-E-CD94:NKG2A signal pathway. Notably, through integrating with public cancer transcriptomic data, we found higher expression of ISG15 is associated with poor prognosis, while higher expression of NK_FCGR3A signature genes is correlated with favorable prognosis. Collectively, these findings and the markers identified offer valuable insights into the mechanisms of immune evasion in TNBC, underscoring potential targets for developing therapeutic strategies that may improve patient outcomes.
Insights
Triple-negative breast cancer (TNBC) exhibits immune evasion due to diminished cytotoxic natural killer (NK) cells, particularly NK_FCGR3A. Myeloid cell interactions and increased NKG2A expression impair NK cell function, impacting patient prognosis.
Area of Science:
- Immunology
- Oncology
- Genomics
Background:
- Triple-negative breast cancer (TNBC) presents aggressive clinical features, including poor prognosis and limited immunotherapy response.
- The tumor microenvironment (TME) plays a crucial role, with immature natural killer (NK) cells linked to disease progression.
Purpose of the Study:
- To identify and characterize NK cell subtypes in TNBC and non-TNBC tissues.
- To elucidate the mechanisms underlying NK cell dysfunction in TNBC and their prognostic implications.
Main Methods:
- Analysis of publicly available single-cell transcriptomic data from breast cancer patients.
- Identification of NK cell subtypes (NK_XCL1, NK_FCGR3A, NK_ISG15) and cross-talk analysis with myeloid cells.
- Integration with public cancer transcriptomic data to correlate gene expression with prognosis.
Main Results:
- TNBC tissues showed diminished presence and cytotoxic activity of NK_FCGR3A cells compared to non-TNBC.
- Increased expression of inhibitory receptors (e.g., NKG2A) and type I interferon signaling in NK cells were observed in TNBC.
- Myeloid cell-mediated signaling via the HLA-E-KLRC1/HLA-E-CD94:NKG2A pathway was identified as a key mechanism impairing NK_FCGR3A cells in TNBC.
Conclusions:
- Specific NK cell subtypes and their interactions within the TME are critical in TNBC pathogenesis.
- ISG15 expression correlates with poor prognosis, while NK_FCGR3A signatures indicate favorable outcomes.
- Identified markers and pathways offer potential therapeutic targets for improving TNBC treatment strategies.
