Cell plasticity in neuroblastoma
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE154907 | GEO | 2023/03/27
REPOSITORIES: GEO
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Project description:Two cell identities, noradrenergic and mesenchymal, have been characterized in neuroblastoma cell lines according to their epigenetic landscapes relying on specific core regulatory circuitries of transcription factors. Yet, their relationship and relative contribution in patient tumors remain to be defined. Here, we demonstrate that GATA3 but not PHOX2A or PHOX2B knock-out in noradrenergic cells induces a mesenchymal phenotype. We further document a spontaneous plasticity between the noradrenergic and mesenchymal identities in a subset of cell lines and identify transcription factors expressed in transition cells between the two states. Strikingly, mesenchymal neuroblastoma cells revert to a noradrenergic phenotype in vivo. Consistently, tumor cells with a mesenchymal identity are not detected in single-cell transcriptomic analyses of neuroblastoma tumors and PDX models. Our data also highlight neuroblastoma intra-tumor heterogeneity with the co-existence of distinct tumor populations, including sympathoblast-like and chromaffin-like cells suggesting that neuroblastoma cells arise from a common sympatho-adrenal progenitor.
| EGAS00001004781 | EGA
Project description:Two cell identities, noradrenergic and mesenchymal, have been characterized in neuroblastoma cell lines according to their epigenetic landscapes relying on specific core regulatory circuitries of transcription factors. Yet, their relationship and relative contribution in patient tumors remain to be defined. Here, we demonstrate that GATA3 but not PHOX2A or PHOX2B knock-out in noradrenergic cells induces a mesenchymal phenotype. We further document a spontaneous plasticity between the noradrenergic and mesenchymal identities in a subset of cell lines and identify transcription factors expressed in transition cells between the two states. Strikingly, mesenchymal neuroblastoma cells revert to a noradrenergic phenotype in vivo. Consistently, tumor cells with a mesenchymal identity are not detected in single-cell transcriptomic analyses of neuroblastoma tumors and PDX models. Our data also highlight neuroblastoma intra-tumor heterogeneity with the co-existence of distinct tumor populations, including sympathoblast-like and chromaffin-like cells suggesting that neuroblastoma cells arise from a common sympatho-adrenal progenitor.
| EGAS00001005322 | EGA
Project description:Neuroblastoma is a tumor of the peripheral sympathetic nervous system, derived from multipotent neural crest cells (NCCs). To define Core Regulatory Circuitries (CRCs) controlling the gene expression program of neuroblastoma, we established and analyzed the neuroblastoma super-enhancer landscape. We discovered three types of identity in neuroblastoma cell lines: a sympathetic noradrenergic identity defined by a CRC module including the PHOX2B, HAND2 and GATA3 transcription factors (TFs); an NCC-like identity, driven by a CRC module containing AP-1 family TFs; a mixed type further deconvoluted at the single cell level. Treatment of the mixed type with chemotherapeutic agents resulted in enrichment of NCC-like cells. The noradrenergic module was validated by ChIP-seq. Functional studies demonstrated dependency of neuroblastoma with noradrenergic identity on PHOX2B, evocative of lineage addiction. Most neuroblastoma primary tumors express TFs from the noradrenergic and NCC-like modules. Our data demonstrate a novel aspect of tumor heterogeneity relevant for neuroblastoma treatment strategies.
2017-07-01 | GSE90683 | GEO
Project description:Heterogeneity of neuroblastoma cell identity revealed by transcriptional circuitries
| PRJNA355381 | ENA
Project description:Childhood neuroblastomas exhibit plasticity between an undifferentiated neural crest-like “mesenchymal” cell state and a more differentiated sympathetic “adrenergic” cell state. These cell states are governed by autoregulatory transcriptional loops called core regulatory circuitries (CRCs), which drive the early development of sympathetic neuronal progenitors from migratory neural crest cells during embryogenesis. The adrenergic cell identity of neuroblastoma requires LMO1 as a transcriptional co-factor. Both LMO1 expression levels and the risk of developing neuroblastoma in children are associated with a single nucleotide polymorphism G/T that affects a GATA motif in the first intron of LMO1. Here we showed that wild-type zebrafish with the GATA genotype developed adrenergic neuroblastoma, while knock-in of the protective TATA allele at this locus reduced the penetrance of MYCN-driven tumors, which were restricted to the mesenchymal cell state. Whole genome sequencing of childhood neuroblastomas demonstrated that TATA/TATA tumors also exhibited a mesenchymal cell state and were low risk at diagnosis. Thus, conversion of the regulatory GATA to a TATA allele in the first intron of LMO1 reduced the neuroblastoma initiation rate by preventing formation of the adrenergic cell state, a mechanism that was conserved over 400 million years of evolution separating zebrafish and humans.
2023-04-25 | GSE224158 | GEO
Project description:This model is based on:
Computational Modeling of the Crosstalk Between Macrophage Polarization and Tumor Cell Plasticity in the Tumor Microenvironment.
Abstract:
Tumor microenvironments contain multiple cell types interacting among one another via different signaling pathways. Furthermore, both cancer cells and different immune cells can display phenotypic plasticity in response to these communicating signals, thereby leading to complex spatiotemporal patterns that can impact therapeutic response. Here, we investigate the crosstalk between cancer cells and macrophages in a tumor microenvironment through in silico (computational) co-culture models. In particular, we investigate how macrophages of different polarization (M1 vs. M2) can interact with epithelial-mesenchymal plasticity of cancer cells, and conversely, how cancer cells exhibiting different phenotypes (epithelial vs. mesenchymal) can influence the polarization of macrophages. Based on interactions documented in the literature, an interaction network of cancer cells and macrophages is constructed. The steady states of the network are then analyzed. Various interactions were removed or added into the constructed-network to test the functions of those interactions. Also, parameters in the mathematical models were varied to explore their effects on the steady states of the network. In general, the interactions between cancer cells and macrophages can give rise to multiple stable steady-states for a given set of parameters and each steady state is stable against perturbations. Importantly, we show that the system can often reach one type of stable steady states where cancer cells go extinct. Our results may help inform efficient therapeutic strategies.
2019-09-23 | MODEL1909230002 | BioModels
Project description:Intra-tumour heterogeneity is increasingly appreciated as a determinant of tumour recurrence. Several tumour types were recently found to include phenotypically divergent cell types, reflecting lineage development stages (1,2,3). Lineage identity has been proposed to ensue super-enhancer (SE)-associated transcription factor (TF) networks (4,5), but their role in intra-tumour heterogeneity is unknown. Neuroblastoma is a paediatric tumour of the adrenergic differentiation lineage. Here we show that most neuroblastoma tumors include two types of tumor cells with highly diverging gene expression profiles. The undifferentiated mesenchymal cells and more differentiated adrenergic cells can interconvert and may relate to normal lineage differentiation stages. ChIP-seq analysis of isogenic pairs of mesenchymal and adrenergic neuroblastoma cells revealed a distinct, highly consistent super-enhancer landscape for each cell type. Two SE-associated TF networks emerged that potentially master each cell type. Accordingly, the mesenchymal TF PRRX1 could reprogram the SE- and mRNA-profiles of adrenergic cells towards a mesenchymal state. To assess the clinical relevance of this bi-phasic system, we investigated chemo-sensitivity of both cell types. Mesenchymal cells were more resistant in vitro and were enriched in post-therapy and relapsed neuroblastoma in patients. Intra-tumor heterogeneity in neuroblastoma is therefore structured according to distinct SE-associated transcriptional programs that mediate a dynamic bi-phasic structure.
2021-10-01 | GSE126054 | GEO
Project description:Intra-tumour heterogeneity is increasingly appreciated as a determinant of tumour recurrence. Several tumour types were recently found to include phenotypically divergent cell types, reflecting lineage development stages (1,2,3). Lineage identity has been proposed to ensue super-enhancer (SE)-associated transcription factor (TF) networks (4,5), but their role in intra-tumour heterogeneity is unknown. Neuroblastoma is a paediatric tumour of the adrenergic differentiation lineage. Here we show that most neuroblastoma tumors include two types of tumor cells with highly diverging gene expression profiles. The undifferentiated mesenchymal cells and more differentiated adrenergic cells can interconvert and may relate to normal lineage differentiation stages. ChIP-seq analysis of isogenic pairs of mesenchymal and adrenergic neuroblastoma cells revealed a distinct, highly consistent super-enhancer landscape for each cell type. Two SE-associated TF networks emerged that potentially master each cell type. Accordingly, the mesenchymal TF PRRX1 could reprogram the SE- and mRNA-profiles of adrenergic cells towards a mesenchymal state. To assess the clinical relevance of this bi-phasic system, we investigated chemo-sensitivity of both cell types. Mesenchymal cells were more resistant in vitro and were enriched in post-therapy and relapsed neuroblastoma in patients. Intra-tumor heterogeneity in neuroblastoma is therefore structured according to distinct SE-associated transcriptional programs that mediate a dynamic bi-phasic structure.
2017-05-19 | GSE91028 | 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 | GSE180514 | GEO