ZEB2 is a Master Switch Controlling the Tumor-Associated Macrophage Program [KO_screen]
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ABSTRACT:
PROVIDER: PRJNA1120479 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR29299800_1.fastq.gz | Fastqsanger.gz | |||
| SRR29299800_2.fastq.gz | Fastqsanger.gz | |||
| SRR29299900_1.fastq.gz | Fastqsanger.gz | |||
| SRR29299900_2.fastq.gz | Fastqsanger.gz | |||
| SRR29299801_1.fastq.gz | Fastqsanger.gz |
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Similar Datasets
Project description:ZEB2 is a Master Switch Controlling the Tumor-Associated Macrophage Program
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Project description:ZEB2 is a Master Switch Controlling the Tumor-Associated Macrophage Program [in vivo]
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Project description:ZEB2 is a Master Switch Controlling the Tumor-Associated Macrophage Program [in vitro]
| PRJNA1120478 | ENA
Project description:Tumor-associated macrophages (TAMs) are major players in regulating the immunosuppressive tumor environment, and their abundance is highly correlated with poor clinical outcomes. Here, we constructed a TAM regulatory network by integrating scRNA-seq data across human solid tumors with a dedicated CRISPR knockout screen. Using a deep generative model capable of learning a local representation for each candidate regulator, we constructed a gene perturbation network that linked individual target genes with prototypical functional modules in TAMs. We identified non-redundant pathways regulating distinct TAM functions, showing modular circuitry. For instance, the complement module is repressed by Stat6, Zeb2, Gpnmb, and Spp1, while the Tgfbr1-Smad2/4 pathway induces this program in TAMs. Importantly, we identified Zeb2 as the master regulator of pro-tumor functions in TAMs, orchestrating the suppression of type I interferon response and antigen presentation alongside the activation of immune suppression programs. Genetic ablation of Zeb2 reprogrammed TAMs identity on chromatin, RNA, and protein levels. In human tumors with high macrophage content, ZEB2 expression was associated with poor prognosis in solid cancers, including lung and bladder. Functional macrophage coculturing assays defined Zeb2 as a critical regulator of TAM immunosuppression activity by inhibiting T cell proliferation and activation. Selective in vivo targeting of Zeb2 in macrophages using a CpGsiRNAZeb2 DNA hybrid reprogrammed TAMs and mobilized systematic anti-tumoral T cell responses, achieving complete tumor clearance as a monotherapy. Overall, our study generated a detailed genetic roadmap of TAM gene circuits and identified ZEB2 as a master switch of TAMs with potential therapeutic implications for macrophage-based immunotherapies.
2025-03-10 | GSE269188 | GEO
Project description:Tumor-associated macrophages (TAMs) are major players in regulating the immunosuppressive tumor environment, and their abundance is highly correlated with poor clinical outcomes. Here, we constructed a TAM regulatory network by integrating scRNA-seq data across human solid tumors with a dedicated CRISPR knockout screen. Using a deep generative model capable of learning a local representation for each candidate regulator, we constructed a gene perturbation network that linked individual target genes with prototypical functional modules in TAMs. We identified non-redundant pathways regulating distinct TAM functions, showing modular circuitry. For instance, the complement module is repressed by Stat6, Zeb2, Gpnmb, and Spp1, while the Tgfbr1-Smad2/4 pathway induces this program in TAMs. Importantly, we identified Zeb2 as the master regulator of pro-tumor functions in TAMs, orchestrating the suppression of type I interferon response and antigen presentation alongside the activation of immune suppression programs. Genetic ablation of Zeb2 reprogrammed TAMs identity on chromatin, RNA, and protein levels. In human tumors with high macrophage content, ZEB2 expression was associated with poor prognosis in solid cancers, including lung and bladder. Functional macrophage coculturing assays defined Zeb2 as a critical regulator of TAM immunosuppression activity by inhibiting T cell proliferation and activation. Selective in vivo targeting of Zeb2 in macrophages using a CpGsiRNAZeb2 DNA hybrid reprogrammed TAMs and mobilized systematic anti-tumoral T cell responses, achieving complete tumor clearance as a monotherapy. Overall, our study generated a detailed genetic roadmap of TAM gene circuits and identified ZEB2 as a master switch of TAMs with potential therapeutic implications for macrophage-based immunotherapies.
2025-03-10 | GSE269191 | GEO
Project description:Tumor-associated macrophages (TAMs) are major players in regulating the immunosuppressive tumor environment, and their abundance is highly correlated with poor clinical outcomes. Here, we constructed a TAM regulatory network by integrating scRNA-seq data across human solid tumors with a dedicated CRISPR knockout screen. Using a deep generative model capable of learning a local representation for each candidate regulator, we constructed a gene perturbation network that linked individual target genes with prototypical functional modules in TAMs. We identified non-redundant pathways regulating distinct TAM functions, showing modular circuitry. For instance, the complement module is repressed by Stat6, Zeb2, Gpnmb, and Spp1, while the Tgfbr1-Smad2/4 pathway induces this program in TAMs. Importantly, we identified Zeb2 as the master regulator of pro-tumor functions in TAMs, orchestrating the suppression of type I interferon response and antigen presentation alongside the activation of immune suppression programs. Genetic ablation of Zeb2 reprogrammed TAMs identity on chromatin, RNA, and protein levels. In human tumors with high macrophage content, ZEB2 expression was associated with poor prognosis in solid cancers, including lung and bladder. Functional macrophage coculturing assays defined Zeb2 as a critical regulator of TAM immunosuppression activity by inhibiting T cell proliferation and activation. Selective in vivo targeting of Zeb2 in macrophages using a CpGsiRNAZeb2 DNA hybrid reprogrammed TAMs and mobilized systematic anti-tumoral T cell responses, achieving complete tumor clearance as a monotherapy. Overall, our study generated a detailed genetic roadmap of TAM gene circuits and identified ZEB2 as a master switch of TAMs with potential therapeutic implications for macrophage-based immunotherapies.
2025-03-10 | GSE269187 | GEO
Project description:T-bet is critical for cytotoxic T lymphocyte (CTL) differentiation, but it is unclear how it operates in a graded manner in the formation of both terminal effector and memory precursor cells during infection. We find that at high concentrations T-bet induced expression of Zeb2 mRNA, which then triggered CTLs to adopt terminally differentiated states. ZEB2 and T-bet cooperate to switch on a terminal CTL differentiation program, while simultaneously repressing genes necessary for central memory CTL development. Chromatin immunoprecipitation sequencing (ChIP-seq) showed that a large proportion of these genes were bound by T-bet, and this binding was altered by ZEB2 deficiency. Furthermore, T-bet overexpression could not fully bypass ZEB2 function. Thus, the coordinated actions of T-bet and ZEB2 outline a novel genetic pathway that forces commitment of CTLs to terminal differentiation, thereby restricting their memory cell potential. Splenocyte derived CD8+ T cells from C57BL/6 mice with either a wildtype (WT) (GzmB-Cre Zeb2+/+) or GzmB-Cre Zeb2-fl/fl (Zeb2-/-) backgrounds, following 8 days post infection with LCMV-Armstrong, were subsetted into KLRG1-hi/IL-7R-lo populations (terminal effectors, TE) or KLRG1-lo/IL-7R-hi (memory precursors, MP) populations. Four experimental groups, each with 3 samples, comprised of TE+WT, MP+WT, TE+ZEB2-/-, and MP+ZEB2-/-, were profiled for gene expression utilizing a polyA RNA prep and hybridized to the Illumina microarray platform IlluminaWG-v2.0.
2015-09-15 | E-GEOD-72408 | biostudies-arrayexpress
Project description:This SuperSeries is composed of the SubSeries listed below.
2025-03-10 | GSE269192 | GEO
Project description:T-bet is critical for cytotoxic T lymphocyte (CTL) differentiation, but it is unclear how it operates in a graded manner in the formation of both terminal effector and memory precursor cells during infection. We find that at high concentrations T-bet induced expression of Zeb2 mRNA, which then triggered CTLs to adopt terminally differentiated states. ZEB2 and T-bet cooperate to switch on a terminal CTL differentiation program, while simultaneously repressing genes necessary for central memory CTL development. Chromatin immunoprecipitation sequencing (ChIP-seq) showed that a large proportion of these genes were bound by T-bet, and this binding was altered by ZEB2 deficiency. Furthermore, T-bet overexpression could not fully bypass ZEB2 function. Thus, the coordinated actions of T-bet and ZEB2 outline a novel genetic pathway that forces commitment of CTLs to terminal differentiation, thereby restricting their memory cell potential.
2015-09-15 | GSE72408 | GEO
Project description:Study of loss of ZEB2 in breast cancer cells in vitro and in vivo: gene expression and phenotypic switch to more benign behavior of the cancer cells. Morphological, functional and gene microarray analysis following ZEB2 knockdown in MDAMB231 cells reveals gain of epithelial differentiation, reduction of migration, invasion and metastatic capability. The measurement of ZEB2 transcriptional activity in tumor cells efficiently predicts the probability of breast cancer patient survival. Global gene expression profiles were measured using Affymetrix U133 plus2 microarrays in MDAMB231 cells (control and ZEB2 shRNA and siRNA knockdown cells on plastic)
2016-03-15 | E-GEOD-27966 | biostudies-arrayexpress