Single-cell gene expression in CD19-specific and GD2-specific CAR T cells on day 10 in culture.
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ABSTRACT:
PROVIDER: PRJNA563902 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR10067741.fastq.gz | Fastqsanger.gz | |||
| SRR10067742.fastq.gz | Fastqsanger.gz |
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Project description:Purpose: To compare cell states between CD19-28z and GD2-28z human CAR T cells on day 10 of cell culture. Methods: Human T cells were activated and lentivirally transduced with CD19-28z or GD2-28z CAR constructs and maintained in culture for 10 days, and then delivered to the Stanford Functional Genomics Facility for 3' single-cell RNA-sequencing on the 10X Genomics platform. Results: Comparison of transcription factor profiles by single cell RNA-seq analysis of CD8+ T cells expressing CD19-28z vs. GD2-28z CAR confirmed that the bZIP family members JUN, JUNB, JUND, and ATF4 were among the most differentially expressed and broadly connected in exhausted GD2-28z CAR T cells. Conclusions: This study provides insights into cell states that could explain the underlying differences between highly functional CD19-28z CAR T cells and exhaustion-prone GD2-28z CAR T cells on day 10 in culture.
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Project description:Purpose: Next-generation sequencing (NGS) has revolutionized the systems-based analysis of cellular pathways. The goals of this study are to compare NGS-derived transcriptome profiling (RNA-seq) between two generations of CAR-T cells aimed at integrating their fitness to overcome exhaustion and stress in tumor microenvironments Methods: mRNA profiles of CAR-T cells co-cultured with target cells for 48 hours were generated by deep sequencing. Human CD45 enrichment was performed to decrease tumor contamination. Results: Gene Set Enrichment Analysis (GSEA) of the RNA expression profile of T cells obtained 48 hours post co-culture with target cells demonstrated the enrichment of genes with memory T cell phenotype in B7H3 CAR-T compared to GD2-B7H3 T cells. However, B7H3 CAR-T cells were enriched in genes associated with glycolysis and apoptosis pathways suggesting a committed terminal fate for these T cells. There was significantly greater expression of genes attributed to exhaustion in B7H3 CAR-T cells than GD2-B7H3 T cells. In particular, B7H3 CAR-T cells showed higher expression of inhibitory receptors LAG3, HAVCR2 (TIM3), and BTLA genes, along with exhaustion-related transcription factor genes TBX21 (T-bet), PRDM1 (Blimp-1), and IKZF2 (Helios). B7H3 CAR-T cells also expressed genes that encode transcription factors reported to be associated with activated and memory T cells, such as KLF6, JUN, and JUNB. Conclusions: Our study represents the first analysis of transcriptome comparing SynNotch gated GD2-B7H3 CAR-T cells versus the conventional B7H3 CAR-T cells. GD2-B7H3 T cells exhibited superior resistance to exhaustion and greater metabolic fitness in comparison to conventional CAR-T cells. Metabolic preference (glycolytic versus oxidative) has an enormous impact on T cell fate. After eradicating NBL cells, GD2-B7H3 T cells had an oxygen consumption rate similar to UT cells, suggesting that the gated T cells can revert to their naïve metabolic state. Improved metabolic plasticity and reprogramming in favor of oxidative rather than glycolytic phosphorylation supports the hypothesis that the gated CAR-T cells likely have intact expansion potential, similar to unmanipulated naïve T cells. We observed significant enrichment of glycolytic genes in conventional B7H3 CAR-T cells compared to GD2-B7H3 T cells, supporting our metabolic studies. Our data suggest that SynNotch gated CAR-T cells have a more favorable oxidative metabolic profile than 4-1BB CAR-T cells.
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Project description:To characterize transfer of molecules from target cells into CAR T cells via trogocytosis we cultured NALM-6 leukemia cell line expressing a CD19-mCherry fusion protein with CAR T cells. NALM6-CD19-mCherry were loaded with heavy amino acid and cocultured with CAR T cells for 1 hour. CAR T cells were next sorted into two fractions, mCherry-positive (TrogPos), and -negative (TrogNeg). Proteomics analysis revealed the presence of targeted antigen (CD19) in the TrogPos only.
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