bioRxivImmunologyPreprint
Single-cell transcriptomics reveals that tumor-infiltrating natural killer cells are activated by localized ablative immunotherapy and share anti-tumor signatures induced by immune checkpoint inhibitors
K. Liu, N. Sadeghipour, A. R. Hoover, T. I. Valerio, C. Furrer, J. P. Adams, A. R. Naqash, M. Zhao, J. F. Papin, W. R. Chen
Abstract
RationaleNatural killer (NK) cells provide protective anti-cancer immunity. However, the cancer therapy induced activation gene signatures and pathways in NK cells remain unclear. MethodsWe applied a novel localized ablative immunotherapy (LAIT) by synergizing photothermal therapy (PTT) with intra-tumor delivering of the immunostimulant N-dihydrogalactochitosan (GC), to treat breast cancer using a mammary tumor virus-polyoma middle tumor-antigen (MMTV-PyMT) mouse model. We performed single-cell RNA sequencing (scRNAseq) analysis to unveil the cellular heterogeneity and compare the transcriptional alterations induced by PTT, GC, and LAIT in NK cells within the tumor microenvironment (TME). ResultsScRNAseq showed that NK subtypes, including cycling, activated, interferon-stimulated, and cytotoxic NK cells. Trajectory analysis revealed a route toward activation and cytotoxicity following pseudotime progression. Both GC and LAIT elevated gene expression associated with NK cell activation, cytolytic effectors, activating receptors, IFN pathway components, and cytokines/chemokines in NK subtypes. Single-cell transcriptomics analysis using immune checkpoint inhibitor (ICI)-treated animal and human samples revealed that ICI-induced NK activation and cytotoxicity across several cancer types. Furthermore, ICI-induced NK gene signatures were also induced by LAIT treatment. We also discovered that several types of cancer patients had significantly longer overall survival when they had higher expression of genes in NK cells that were also specifically upregulated by LAIT. ConclusionOur findings show for the first time that LAIT activates cytotoxicity in NK cells and the upregulated genes positively correlate with beneficial clinical outcomes for cancer patients. More importantly, our results further establish the correlation between the effects of LAIT and ICI on NK cells, hence expanding our understanding of mechanism of LAIT in remodeling TME and shedding light on the potentials of NK cell activation and anti-tumor cytotoxic functions in clinical applications.
- organism: mouse
- organism: human
- assay: scRNA-seq
- research focus: cell type annotation
- research focus: differential expression
- research focus: gene regulatory network inference
- approach: deep learning
- approach: statistical model
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Bona fide cytotoxic iNKT cells with superior antitumour responses identified in mice and humans
Carolina de Amat Herbozo, Stephanie WY Wong, … Thierry Mallevaey·bioRxiv·Jul 18, 2024
- Advancing Adoptive Cell Therapy: Optimized Expansion of Adaptive NK Cells for Solid Tumors
Nerea Martín Almazán, Sara Roman, … Dhifaf Sarhan·bioRxiv·Oct 2, 2024
- Transfer learning between preclinical models and human tumors identifies conserved NK cell activation signature in anti-CTLA-4 responsive tumors
E. F. Davis-Marcisak, A. A. Fitzgerald, … E. J. Fertig·bioRxiv·May 31, 2020
- ScRNA-seq reveals tumor microenvironment remodeling induced by local intervention-based immunotherapy
A. R. Hoover, K. Liu, … W. R. Chen·bioRxiv·Oct 2, 2020
- Long-term cytotoxic NK cells with broad anti-tumour capacity proliferate selectively, without exhaustion, after BCG priming and extremely low doses of cytokines
M.-J. Felgueres, G. Esteso, … M. Vales-Gomez·bioRxiv·Jun 7, 2023
- CD39 defines a cytotoxic tumor-associated NK cell state responsive to NKG2A blockade in lung cancer
Clara Serger, Lucas Rebuffet, … Alfred Zippelius·bioRxiv·Aug 26, 2025