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Updated: Aug 5, 2025

Evaluation of Tumor-infiltrating Leukocyte Subsets in a Subcutaneous Tumor Model
Published on: April 13, 2015
Perturbomics of tumor-infiltrating NK cells
Abstract:
Natural killer (NK) cells are an innate immune cell type that serves at the first level of defense against pathogens and cancer. NK cells have clinical potential, however, multiple current limitations exist that naturally hinder the successful implementation of NK cell therapy against cancer, including their effector function, persistence, and tumor infiltration. To unbiasedly reveal the functional genetic landscape underlying critical NK cell characteristics against cancer, we perform perturbomics mapping of tumor infiltrating NK cells by joint in vivo AAV-CRISPR screens and single cell sequencing. We establish a strategy with AAV-SleepingBeauty(SB)- CRISPR screening leveraging a custom high-density sgRNA library targeting cell surface genes, and perform four independent in vivo tumor infiltration screens in mouse models of melanoma, breast cancer, pancreatic cancer, and glioblastoma. In parallel, we characterize single-cell transcriptomic landscapes of tumor-infiltrating NK cells, which identifies previously unexplored sub-populations of NK cells with distinct expression profiles, a shift from immature to mature NK (mNK) cells in the tumor microenvironment (TME), and decreased expression of mature marker genes in mNK cells. CALHM2, a calcium homeostasis modulator that emerges from both screen and single cell analyses, shows both in vitro and in vivo efficacy enhancement when perturbed in chimeric antigen receptor (CAR)-NK cells. Differential gene expression analysis reveals that CALHM2 knockout reshapes cytokine production, cell adhesion, and signaling pathways in CAR- NKs. These data directly and systematically map out endogenous factors that naturally limit NK cell function in the TME to offer a broad range of cellular genetic checkpoints as candidates for future engineering to enhance NK cell-based immunotherapies.
Insights
Natural killer (NK) cell therapy shows promise but faces limitations. This study maps NK cell genes in tumors, identifying CALHM2 as a target to enhance NK cell function and cancer immunotherapy efficacy.
Area of Science:
- Immunology
- Cancer Biology
- Genetics
Background:
- Natural killer (NK) cells are crucial innate immune cells for defense against pathogens and cancer.
- Current NK cell therapies for cancer are limited by effector function, persistence, and tumor infiltration.
- Understanding the genetic factors influencing NK cell behavior in the tumor microenvironment (TME) is vital for improving immunotherapies.
Approach:
- Utilized joint in vivo AAV-CRISPR screens and single-cell sequencing to map the functional genetic landscape of tumor-infiltrating NK cells.
- Performed AAV-SleepingBeauty(SB)-CRISPR screens targeting cell surface genes across mouse models of melanoma, breast cancer, pancreatic cancer, and glioblastoma.
- Characterized single-cell transcriptomic landscapes to identify novel NK cell subpopulations and gene expression changes within the TME.
Key Points:
- Identified distinct NK cell subpopulations and a shift from immature to mature NK (mNK) cells in the TME, with decreased mature marker gene expression.
- Discovered CALHM2, a calcium homeostasis modulator, through both screening and single-cell analyses, showing efficacy enhancement in chimeric antigen receptor (CAR)-NK cells.
- CALHM2 perturbation was shown to modulate cytokine production, cell adhesion, and signaling pathways in CAR-NK cells.
Conclusions:
- Systematically mapped endogenous factors limiting NK cell function within the TME.
- Provided a comprehensive resource of genetic checkpoints for engineering enhanced NK cell-based immunotherapies.
- Highlighted CALHM2 as a promising target for improving NK cell therapy efficacy against cancer.
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08:32Enrichment and Characterization of the Tumor Immune and Non-immune Microenvironments in Established Subcutaneous Murine Tumors
Published on: June 7, 2018
07:55Flow Cytometry-Based Isolation and Therapeutic Evaluation of Tumor-Infiltrating Lymphocytes in a Mouse Model of Pancreatic Cancer
Published on: January 17, 2025
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