NGS based identification of GD2-positive tumor-specific phenotype for cancer diagnostics and therapy
Ontology highlight
ABSTRACT:
PROVIDER: PRJNA596474 | ENA |
REPOSITORIES: ENA
Dataset's files
| Action | DRS | |||
|---|---|---|---|---|
| SRR10734219.fastq.gz | Fastqsanger.gz | |||
| SRR10734220.fastq.gz | Fastqsanger.gz | |||
| SRR10734222.fastq.gz | Fastqsanger.gz | |||
| SRR10734223.fastq.gz | Fastqsanger.gz | |||
| SRR10734224.fastq.gz | Fastqsanger.gz |
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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.
2019-12-19 | GSE142293 | GEO
Project description:We FACS sorted Ras-transformed human mammary epithelial cells (HMLER cells) into GD2+ and GD2- as well as CD44high/CD24low and CD44low/Cd24highcells and comapred the four different population by array. We FACS sorted Ras-transformed human mammary epithelial cells (HMLER cells) into GD2+ and GD2- as well as CD44high/CD24low and CD44low/Cd24highcells and comapred the four different population by array.
2012-04-12 | E-GEOD-36643 | biostudies-arrayexpress
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:We showed that iPSC-derived GD2-CART therapy for SCLC was more effective than peripheral blood-derived GD2-CART. Here, we investigated the molecular difference between iPSC-derived GD2-CARTs and peripheral blood-derived GD2-CARTs.
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2018-04-05 | GSE106240 | GEO
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.
2022-04-26 | GSE180514 | GEO
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.
2022-04-26 | GSE180512 | GEO
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.
2022-04-26 | GSE180515 | GEO
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.
2022-04-26 | GSE180509 | GEO
Project description:Diffuse intrinsic pontine glioma (DIPG) and other H3K27M-mutated diffuse midline gliomas (DMGs) are universally lethal central nervous system (CNS) tumors that occur most commonly in children and young adults1. Average life expectancy is ten months from diagnosis, and 5-year survival is less than 1%2. Palliative radiotherapy is the only established treatment3, and neither cytotoxic nor targeted pharmacological approaches have demonstrated anti-tumor responses or improved prognosis to date3,4. We previously discovered that the disialoganglioside GD2 is highly and uniformly expressed on H3K27M+ DMG cells and demonstrated that intravenously (IV) administered GD2.4-1BB.z chimeric antigen receptor (CAR) T-cells eradicated established DMGs in patient-derived orthotopic murine models5, thereby providing the rationale for a first-in-human/first-in-child Phase 1 clinical trial (NCT04196413). Because CAR T-cell-induced inflammation and edema of the brainstem can result in obstructive hydrocephalus, increased intracranial pressure, and dangerous tissue shifts, a number of neurocritical care precautions were incorporated in the clinical trial design and management plan. Here we present the clinical experience from the first four patients with H3K27M+ DMG treated with GD2-CAR T-cells at dose level 1 (DL1; 1e6 GD2-CAR T-cells/kg administered IV). Patients who exhibited clinical benefit were eligible for subsequent administrations of GD2-CAR T-cells. Given preclinical evidence for increased CAR T-cell potency6, and the potential for diminished immunogenicity with locoregional administration, second doses were administered intracerebroventricularly (ICV) through an Ommaya catheter to three patients. As predicted from preclinical models, toxicity was largely related to the neuroanatomical location of the tumors and was reversible with intensive supportive care. Although GD2 is expressed at low levels in normal neural tissue, no evidence of on-target, off-tumor toxicity was observed. Three of four patients exhibited clinical and radiographic improvement, underscoring the promise of this approach for H3K27M+ DMG therapy. Correlative studies of serum and CSF revealed marked proinflammatory cytokine production following GD2 CAR T cell administration and single cell transcriptomic analysis of 65,598 single cells from CAR T cell products and patient CSF has begun to reveal differences that correlate with the heterogeneity between subjects and routes of administration.
2022-02-07 | GSE186802 | GEO