Small extracellular vesicles induce resistance to anti-GD2 immunotherapy unveiling tipifarnib as an adjunct to neuroblastoma immunotherapy
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ABSTRACT:
PROVIDER: PRJNA785155 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR17085040_1.fastq.gz | Fastqsanger.gz | |||
| SRR17085040_2.fastq.gz | Fastqsanger.gz | |||
| SRR17085041_1.fastq.gz | Fastqsanger.gz | |||
| SRR17085041_2.fastq.gz | Fastqsanger.gz | |||
| SRR17085042_1.fastq.gz | Fastqsanger.gz |
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Project description:We utilize the syngeneic 9464D-GD2 mouse model to investigate the role of neuroblastoma-derived small extracellular vesicles (sEVs) in developing resistance to the anti-GD2 monoclonal antibody dinutuximab. RNA-sequencing and flow cytometry analysis of whole tumors revealed that neuroblastoma-derived sEVs modulate immune cell tumor infiltration upon dinutuximab treatment to create an immunosuppressive tumor microenvironment that contains more tumor-associated macrophages (TAMs) and fewer tumor-infiltrating NK cells. Importantly, tipifarnib, a farnesyltransferase inhibitor that inhibits sEV secretion, drastically enhanced the efficacy of dinutuximab and reversed the immunosuppressive effects of neuroblastoma-derived sEVs.
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Project description:The tumor-associated glycosphingolipid ganglioside GD2 presents an attractive target for cancer immunotherapy. This molecule is abundant on different types of cancer cells and is characterized by restricted expression on healthy cells. Tumors exhibit heterogeneity in the expression level of GD2 and, therefore, development of methods for determination of the GD2-positive tumor phenotype for the pertinent application of targeted therapies is required. In this work, we have developed a gene expression-based classifier for the prediction of the GD2-positive tumor phenotype. We analyze RNA-seq data from GD2-positive and GD2-negative cell lines of different tumor types as well as neuroblastoma biopsy material for gene expression levels of enzymes that participate in ganglioside biosynthesis and determine the role of gene expression of these enzymes in the formation of the GD2-positive tumor phenotype. We also apply gene expression patterns known from literature to our data and use large public RNA-seq datasets to identify novel gene expression patterns associated with GD2 expression to validate the findings in our data. The results of the study may be used for the development of a gene signature which separates GD2-positive from GD2-negative tumors and for prediction of the GD2 phenotype in clinical specimens from cancer patients, and thus be used as a companion diagnostic for anti-GD2 therapy.
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Project description:GD2 is a disialoganglioside that is highly expressed on the surface of neuroblastoma cells. Immunotherapy with anti-GD2 antibodies has revolutionized the treatment of children with high-risk neuroblastoma, but nearly half of patients relapse and little is known about mechanisms of resistance to anti-GD2. Neuroblastomas harbor intrinsic transcriptional plasticity by co-opting divergent lineage-specific developmental programs between adrenergic and mesenchymal cell states. We found that reduced GD2 expression was significantly correlated with the adrenergic cell state in neuroblastoma and that an Adrenergic-to-Mesenchymal Transition (AMT) conferred downregulation of GD2 and resistance to anti-GD2 antibody. Induced reprogramming of adrenergic cells with the master AMT regulator PRRX1 was sufficient to promote transcriptional rewiring in isogenic models and downregulate GD2 expression. Mechanistically, low-GD2 expressing cell lines demonstrate significantly reduced expression of the ganglioside synthesis enzyme ST8SIA1 (GD3 synthase), resulting in a bottlenecking of GD2 synthesis. Primary neuroblastoma tumors enriched for mesenchymal features show demonstrably lower GD3 synthase expression as compared to adrenergic tumors. Pharmacologic inhibition of EZH2 resulted in epigenetic rewiring of mesenchymal neuroblastoma cells and re-expression of ST8SIA1, restoring surface expression of GD2 and sensitivity to an anti-GD2 antibody. These data identify developmental lineage as a key determinant of sensitivity to anti-GD2 based immunotherapies and credential EZH2 inhibitors for clinical testing in combination with anti-GD2 antibody to enhance outcomes for children with neuroblastoma.
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Project description:GD2 is a disialoganglioside that is highly expressed on the surface of neuroblastoma cells. Immunotherapy with anti-GD2 antibodies has revolutionized the treatment of children with high-risk neuroblastoma, but nearly half of patients relapse and little is known about mechanisms of resistance to anti-GD2. Neuroblastomas harbor intrinsic transcriptional plasticity by co-opting divergent lineage-specific developmental programs between adrenergic and mesenchymal cell states. We found that reduced GD2 expression was significantly correlated with the adrenergic cell state in neuroblastoma and that an Adrenergic-to-Mesenchymal Transition (AMT) conferred downregulation of GD2 and resistance to anti-GD2 antibody. Induced reprogramming of adrenergic cells with the master AMT regulator PRRX1 was sufficient to promote transcriptional rewiring in isogenic models and downregulate GD2 expression. Mechanistically, low-GD2 expressing cell lines demonstrate significantly reduced expression of the ganglioside synthesis enzyme ST8SIA1 (GD3 synthase), resulting in a bottlenecking of GD2 synthesis. Primary neuroblastoma tumors enriched for mesenchymal features show demonstrably lower GD3 synthase expression as compared to adrenergic tumors. Pharmacologic inhibition of EZH2 resulted in epigenetic rewiring of mesenchymal neuroblastoma cells and re-expression of ST8SIA1, restoring surface expression of GD2 and sensitivity to an anti-GD2 antibody. These data identify developmental lineage as a key determinant of sensitivity to anti-GD2 based immunotherapies and credential EZH2 inhibitors for clinical testing in combination with anti-GD2 antibody to enhance outcomes for children with neuroblastoma.
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Project description:GD2 is a disialoganglioside that is highly expressed on the surface of neuroblastoma cells. Immunotherapy with anti-GD2 antibodies has revolutionized the treatment of children with high-risk neuroblastoma, but nearly half of patients relapse and little is known about mechanisms of resistance to anti-GD2. Neuroblastomas harbor intrinsic transcriptional plasticity by co-opting divergent lineage-specific developmental programs between adrenergic and mesenchymal cell states. We found that reduced GD2 expression was significantly correlated with the adrenergic cell state in neuroblastoma and that an Adrenergic-to-Mesenchymal Transition (AMT) conferred downregulation of GD2 and resistance to anti-GD2 antibody. Induced reprogramming of adrenergic cells with the master AMT regulator PRRX1 was sufficient to promote transcriptional rewiring in isogenic models and downregulate GD2 expression. Mechanistically, low-GD2 expressing cell lines demonstrate significantly reduced expression of the ganglioside synthesis enzyme ST8SIA1 (GD3 synthase), resulting in a bottlenecking of GD2 synthesis. Primary neuroblastoma tumors enriched for mesenchymal features show demonstrably lower GD3 synthase expression as compared to adrenergic tumors. Pharmacologic inhibition of EZH2 resulted in epigenetic rewiring of mesenchymal neuroblastoma cells and re-expression of ST8SIA1, restoring surface expression of GD2 and sensitivity to an anti-GD2 antibody. These data identify developmental lineage as a key determinant of sensitivity to anti-GD2 based immunotherapies and credential EZH2 inhibitors for clinical testing in combination with anti-GD2 antibody to enhance outcomes for children with neuroblastoma.
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