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RNA seq analysis of T cells，EpCAM CAR-T cells and rapamycin-pretreated EpCAM CAR-T cells

ABSTRACT: Purpose: Compared the differences in the transcriptome of T cells versus EpCAM CAR-T cells and EpCAM CAR-T cells versus rapamycin-pretreated EpCAM CAR-T cells.Methods: 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 T cells and EpCAM CAR-T cells，and between EpCAM CAR-T cells and rapamycin-pretreated EpCAM CAR-T cells. Results: RNA-seq showed that CAR-T cells significantly upregulated the expression of exhaustion markers compared to T cells. Gene Set Enrichment Analysis (GSEA) analysis showed that CAR-T cells cells were enriched for signatures of apoptosis. Compared with T cells, Kyoto Encyclopedia of Genes and Genomessignaling(KEGG) pathway analysis showed that the PI3K/AKT/mTOR signaling pathway was significantly enriched. Likewise, GSEA showed that the mTOR signaling pathway was significantly upregulated in CAR-T cells. Next, we analyzed the RNA-seq data between CAR-T cells and rapamycin-pretreated CAR-T cells. RNA-seq showed that rapamycin-treated CAR T down-regulated the expression of exhaustion markers compared with untreated CAR-T cells. GSEA analysis showed that the apoptosis-related gene set was enriched in untreated CAR-T cells.Conclusions:In vitro culture promotes the terminal differentiation of CAR-T cells.CAR-T cells present a highly activated mTOR phenotype. Rapamycin pretreatment prevents CAR-T cells terminal differentiation.

ORGANISM(S): Homo sapiens

PROVIDER: GSE162796 | GEO | 2021/12/05

REPOSITORIES: GEO

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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.

Project description:Background: The Epithelial Cell Adhesion Molecule (EpCAM) has been shown to be strongly expressed in human breast cancer and cancer stem cells and its overexpression has been supposed to support tumor progression and metastasis. However, effects of EpCAM overexpression on normal breast epithelial cells have never been studied before. Therefore, we analyzed effects of transient adenoviral overexpression of EpCAM on proliferation, migration and differentiation of primary human mammary epithelial cells (HMECs). METHODS: HMECs were transfected by an adenoviral system for transient overexpression of EpCAM. Thereafter, changes in cell proliferation and migration were studied using a real time measurement system. Target gene expression was evaluated by transcriptome analysis in proliferating and polarized HMEC cultures. A Chicken Chorioallantoic Membrane (CAM) xenograft model was used to study effects on in vivo growth of HMECs. RESULTS: EpCAM overexpression in HMECs did not significantly alter gene expression profile of proliferating or growth arrested cells. Proliferating HMECs displayed predominantly glycosylated EpCAM isoforms and were inhibited in cell proliferation and migration by upregulation of p27KIP1 and p53. HMECs with overexpression of EpCAM showed a down regulation of E-cadherin. Moreover, cells were more resistant to TGF-beta1 induced growth arrest and maintained longer capacities to proliferate in vitro. EpCAM overexpressing HMECs xenografts in chicken embryos showed hyperplastic growth, lack of lumen formation and increased infiltrates of the chicken leukocytes. CONCLUSIONS: EpCAM revealed oncogenic features in normal human breast cells by, inducing resistance to TGF-beta1-mediated growth arrest and supporting a cell phenotype with longer proliferative capacities in vitro. EpCAM overexpression resulted in hyperplastic growth in vivo. Thus, we suggest that EpCAM acts as a prosurvival factor counteracting terminal differentiation processes in normal mammary glands.

Project description:Introduction: The Epithelial Cell Adhesion Molecule (EpCAM) has been shown to be strongly expressed in human breast cancer and cancer stem cells and its overexpression has been supposed to support tumor progression and metastasis. However, effects of EpCAM overexpression on normal breast epithelial cells have never been studied before. Therefore, we analyzed effects of transient adenoviral overexpression of EpCAM on proliferation, migration and differentiation of primary human mammary epithelial cells (HMECs). METHODS: HMECs were transfected by an adenoviral system for transient overexpression of EpCAM. Thereafter, changes in cell proliferation and migration were studied using a real time measurement system. Target gene expression was evaluated by transcriptome analysis in proliferating and polarized HMEC cultures. A Chicken Chorioallantoic Membrane (CAM) xenograft model was used to study effects on in vivo growth of HMECs. RESULTS: EpCAM overexpression in HMECs did not significantly alter gene expression profile of proliferating or growth arrested cells. Proliferating HMECs displayed predominantly glycosylated EpCAM isoforms and were inhibited in cell proliferation and migration by upregulation of p27KIP1 and p53. HMECs with overexpression of EpCAM showed a down regulation of E-cadherin. Moreover, cells were more resistant to TGF-beta1 induced growth arrest and maintained longer capacities to proliferate in vitro. EpCAM overexpressing HMECs xenografts in chicken embryos showed hyperplastic growth, lack of lumen formation and increased infiltrates of the chicken leukocytes. CONCLUSIONS: EpCAM revealed oncogenic features in normal human breast cells by, inducing resistance to TGF-beta1-mediated growth arrest and supporting a cell phenotype with longer proliferative capacities in vitro. EpCAM overexpression resulted in hyperplastic growth in vivo. Thus, we suggest that EpCAM acts as a prosurvival factor counteracting terminal differentiation processes in normal mammary glands. Differential expression was assessed with the moderated t-test (Bioconductor's limma package) with pairing of the samples by the donor. Raw p-values were adjusted for multiple hypothesis testing using the method from Benjamini and Hochberg for a strong control of the false discovery rate. EPCAM and GFP over-expression in proliferating mammary epithelial cells from two donors (6 and 8). Expression levels between EPCAM and control samples were compared to determine whether, and to which extent EPCAM over-expression alters the gene expression profile of the cells.

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RNA seq analysis of T cells，EpCAM CAR-T cells and rapamycin-pretreated EpCAM CAR-T cells

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