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.

Plos One
|July 23, 2026
PubMed

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.