GEO series
Bulk and single-cell transcriptomics identify gene signatures of stem cell-derived NK cell donors with superior anti-tumor activity [Bulk RNA-seq]
GSE249991
Homo sapiens
Expression profiling by high throughput sequencing
16 samples
2024/10/10
GPL16791
Summary
Allogeneic natural killer (NK) cell therapies are a valuable treatment option for cancer, given their remarkable safety and favorable efficacy profile. Although the use of allogeneic donors allows for off-the-shelf and timely patient treatment, intrinsic interindividual differences put clinical efficacy at risk. The identification of donors with superior anti-tumor activity is essential to ensure the success of adoptive NK cell therapies. Here, we investigated the heterogeneity of 10 umbilical cord blood stem cell-derived NK cell batches. First, we evaluated the donors’ cytotoxic potential against tumor cell lines from solid and hematological cancer indications, to distinguish a group of superior, “excellent” killers (4/10), compared to “good” killers (6/10). Next, bulk and single-cell RNA-Sequencing, performed at different stages of NK differentiation, revealed distinct transcriptomic features of the two groups. Excellent donors showed an enrichment in cytotoxicity pathways and a depletion of myeloid traits, linked to the presence of a larger population of effector-like NK cells early on during differentiation. Consequently, we defined a multi-factorial gene expression signature able to predict the donors’ anti-tumor potential. Our study contributes to the identification of key traits of superior NK cell batches, supporting the development of efficacious NK therapeutics and the achievement of durable anti-tumor responses
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Paper (PMID 39346765) ↗
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