Single-cell landscape analysis reveals distinct regression trajectories and novel prognostic biomarkers in primary neuroblastoma
Ontology highlight
ABSTRACT:
ORGANISM(S): Homo sapiens
PROVIDER: GSE287352 | GEO | 2025/03/01
REPOSITORIES: GEO
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Project description:Neuroblastoma (NB) is the most common extracranial solid tumor of childhood, which is derived from primordial neural crest cells. dBET57, a new cereblon (CRBN) based inhibitor developed by PROTAC technology. It binds to the BET protein families BRD2, BRD3, and BRD4, which are recruited to the proteasome system for selective ubiquitination degradation. However, the function of dBET57 has not been assessed in NB models so far. In the present study, RNA-seq analysis was performed to explore the effect of dBET57 on NB cells.
2022-12-09 | GSE208184 | GEO
Project description:Neuroblastoma (NB) is the most common extracranial solid tumor of childhood, which is derived from primordial neural crest cells. GNE987 is a newly developed von Hippel-Lindau tumor suppressor (VHL)-based pan-BET-targeting PROTAC, which can bind to the target proteins (BET proteins, including BRD2, BRD3, and BRD4) and recruit them to the ubiquitin/ proteasome system for selective degradation. However, the function of GNE987 has not been assessed in NB models so far. In the present study, RNA-seq analysis was performed to explore the effect of GNE987 on NB cells.
2022-03-23 | GSE190002 | GEO
Project description:Neuroblastoma (NB) is the most common extracranial solid tumor of childhood, which is derived from primordial neural crest cells. GNE987 is a newly developed von Hippel-Lindau tumor suppressor (VHL)-based pan-BET-targeting PROTAC, which can bind to the target proteins (BET proteins, including BRD2, BRD3, and BRD4) and recruit them to the ubiquitin/ proteasome system for selective degradation. However, the function of GNE987 has not been assessed in NB models so far. In the present study, ChIP-Seq analysis was performed to explore the effect of GNE987 on NB cells.
2022-03-23 | GSE194430 | GEO
Project description:Neuroblastoma (NB) is the most common extracranial solid tumor during infancy, causing up to 10% of mortality in children. NB shows notable heterogeneity with regard to histology and clinical behavior, ranging from low-risk localized tumors (LR-NB) to high-risk disease (HR-NB), characterized by aggressive metastatic phenotype, resistance to treatment, and fatal relapse occurrence. Risk stratification demands high accuracy, as it will determine the therapeutic treatment. However, the current therapeutic stratification, based on clinical and molecular risk factors, does not allow to discriminate among patients with similar clinical-pathological parameters who receive the same treatment despite showing markedly different clinical courses. The need of novel diagnostic molecular tools in oncology has led to increasing interest in liquid biopsies as a source of biomarkers, as they provide a minimally invasive method. Body fluids are a source of exosomes, nanosized extracellular vesicles that can drive tumor growth and chemoresistance. We previously identified exosomal microRNAs (exo-miRNA) indicative of HR-NB patient sensitivity/resistance to chemotherapy. As exosomes from cancer patients carry proteins that reflect the surface and cytoplasm content of parental cancer cells, including immunosuppressive molecules known to be associated with cancer progression and/or response to therapy, we extended our study to the exosomal proteins (Exo-prot).The purpose of the study is to identify Exo-prot that (i) are specifically expressed in NB patients and (ii) are associated with tumor phenotype and disease stage, in order to improve risk stratification and refine diagnosis.We isolated exosomes from plasma specimens of 24 HR-NB patients and 24 LR-NB patients at diagnosis and of 24 age-matched healthy controls (CTRL). Exo-prot expression was measured by liquid chromatography-mass spectrometry. Missing value distribution and differential expression analysis (performed with two different imputation methods) were applied to identify the most relevant Exo-prot. ROC analysis assessed the diagnostic value of the identified Exo-prot. We demonstrated that NB patients have a different Exo-prot expression profile compared to CTRL. The deregulated Exo-prot in NB specimens act mainly in tumor-associated pathways and build a strictly connected network. Furthermore, HR-NB patients show a different Exo-miR expression profile compared to LR-NB subjects, with the modulation of molecules involved in cell migration, proliferation and metastasis. Importantly, we show that NCAM, NCL, LUM and VASP have a diagnostic value in discriminating NB patients from CTRL; while MYH9, FN1, CALR, AKAP12 and, with a lower performance, LTBP1 can differentiate HR-NB and LR-NB patients with high accuracy. We demonstrated that Exo-prot deregulated in NB vs CTRL subjects and in HR-NB vs LR-NB patients contribute to NB tumor development and to the aggressive metastatic NB phenotype, respectively. We identified Exo-prot with significant diagnostic value for NB patients and able to efficiently identify the HR-NB subset of patients, which can be employed to improve risk stratification. Our results highlight the applicability of Exo-prot evaluation for integrating NB diagnosis and risk assessment.
2024-01-26 | PXD042422 | Pride
Project description:High-risk neuroblastoma (NB) often involves amplification of the neural MYC (MYCN) oncogene as well as mutations in ALK. Currently, high-risk NB presents significant clinical challenges, and additional therapeutic options are needed. Oncogenes such as MYCN and ALK result in increased replication stress in cancer cells, offering one such therapeutically exploitable option. Here, we followed up on earlier phosphoproteomic analyses that identified ATR activity in ALK-driven NB cell lines. We tested several ATR inhibitors, identifying BAY 1895344 as the most potent inhibitor of NB cell growth and proliferation. Using RNA-Seq, proteomics and phosphoproteomics we characterized the response of NB cells and tumours to ATR inhibition, identifying key components of the DNA damage response (DDR) as well as ATRX, MYCN, E2F and DCK among other ATR targets in NB cells. ATR inhibition with BAY 1895344 also produced robust responses in mouse NB models. Remarkably, a 2 week protocol combining ATR and ALK inhibition led to complete regression of NB tumours in two independent NB genetically modified mouse tumour models. These results suggest that NB patients, particularly in high-risk groups with oncogene induced replication stress, may benefit from inhibition of ATR as therapeutic intervention.
2021-11-02 | PXD027187 | Pride
Project description:This GEO series contains human scRNA-seq data of Neuroblastoma patients, used in two manuscripts. n=7 paired samples, primary tumour vs. bone marrow metastases n=2 non-paired samples, bone marrow metastases Titles: Article 1 PUBLISHED: Neuroblastoma plasticity during metastatic progression stems from the dynamics of an early sympathetic transcriptomic trajectory See Citation and PubMed ID below. Article 2 UNDER REVIEW: Single-cell analyses of paired primary neuroblastoma tumor and bone marrow metastases reveals intra-patient heterogeneity and therapy-resistant subpopulations Abstract of article 1: Despite their indisputable importance in neuroblastoma (NB) pathology, knowledge of the bases of NB plasticity and heterogeneity remains incomplete. They may be rooted in developmental trajectories of their lineage of origin, the sympatho-adrenal neural crest. We found that implanting human NB cells in the neural crest of the avian embryo allows recapitulating the metastatic sequence until bone marrow involvement. Using deep single cell RNA sequencing, we characterized transcriptome states of NB cells and their dynamics over time and space, and compared them to those of fetal sympatho-adrenal tissues and patient tumors and bone marrow samples. Here we report remarkable transcriptomic proximities restricted to an early sympathetic neuroblast branch that co-exist with phenotypical adaptations over disease progression and recapitulate intratumor and interpatient heterogeneity. Combining avian and patient datasets, we identified a list of genes upregulated upon bone marrow involvement and associated with growth dependency, validating the relevance of our multimodal approach. Despite being key pathological features, Neuroblastoma (NB) plasticity and Heterogeneity remain largely misunderstood. They may be rooted in complex developmental trajectories of their embryonic lineage of origin, the sympatho-adrenal neural crest. We found that implanting human NB cells in the neural crest of the avian embryo allows recapitulating the metastatic sequence until bone marrow involvement. Using deep single cell RNA sequencing, we characterized transcriptional states of NB cells and their dynamics over time and space, and compared them to those of fetal sympatho-adrenal tissues and patient tumors, including matched primary tumor and bone marrow samples. We found remarkable transcriptomic proximities restricted to an early sympathetic neuroblast branch that co-exist with phenotypical adaptations over disease progression and recapitulate intratumor and interpatient heterogeneity. Combining avian model and patient datasets, we identified a list of candidate genes upon bone marrow involvement associated with NB growth dependency, validating the relevance of our multimodal approach.
2024-09-13 | GSE245175 | GEO
Project description:Neuroblastoma is the most common extracranial solid tumor and accounts for ~10% of pediatric cancer-related deaths. The exact cell-of-origin has yet to be elucidated, but it is generally accepted that neuroblastoma derives from the neural crest and should thus be considered an embryonal malignancy. About 50% of primary neuroblastoma tumors arise in the adrenal gland. Here we present an atlas of the developing mouse adrenal gland at a single cell level. Five main cell cluster groups (medulla, cortex, endothelial, stroma and immune) make up the mouse adrenal gland during fetal development. The medulla group, which is of neural crest origin, is further divided into seven clusters. Of interest is the Schwann cell precursor (SCP) and the neuroblast cluster, a highly cycling cluster that shares markers with sympathoblasts. The signature of the medullary SCP cluster differentiates neuroblastoma patients based on disease phenotype: the SCP signature score anti- correlates with ALK and MYCN expression, two indicators of poor prognosis. Furthermore, a high SCP signature score is associated with better overall survival rates. This study provides an insight in the developing adrenal gland and introduces the SCP gene signature as being of interest for further research in understanding neuroblastoma phenotype.
2021-02-01 | GSE162238 | GEO
Project description:Neuroblastoma (NB) is the most common extracranial malignant tumor in children. Although the survival rate of NB has improved over the years, the outcome of NB still remains poor for over 30% of cases. A more accurate risk stratification remains a key point in the study of NB and the availability of novel prognostic biomarkers of 'high-risk' at diagnosis could help improving patient stratification and predicting outcome. In this paper we show a biomarker discovery approach applied to the plasma of 172 NB patients. Plasma samples from a first cohort of NB patients and age-matched healthy controls were used for untargeted metabolomics analysis based on high-resolution mass spectrometry (HRMS). Differential expression analysis highlighted a number of metabolites annotated with a high degree of identification. Among them, 3-O-methyldopa (3-O-MD) was validated in a second cohort of NB patients using a targeted metabolite profiling approach and its prognostic potential was also analyzed by survival analysis on patients with 3 years follow-up. High expression of 3-O-MD was associated with worse prognosis in the subset of patients with stage M tumor (log-rank p < 0.05) and, among them, it was confirmed as a prognostic factor able to stratify high-risk patients older than 18 months. 3-O-MD might be thus considered as a novel prognostic biomarker of NB eligible to be included at diagnosis among catecholamine metabolite panels in prospective clinical studies. Further studies are warranted to exploit other potential biomarkers highlighted using our approach.
2023-07-14 | MTBLS4294 | MetaboLights
Project description:Neuroblastoma (NB), the most common extracranial solid tumor in children, often metastasizes at a high rate. Here, we demonstrate that loss of function of the growth arrest-specific 7 gene (GAS7), located on Chr17p13.1, a deleted region in a subset of high-risk NB, accelerates dissemination of MYCN-overexpressing tumor cells in both zebrafish and xenografted mice models. Transcriptomic analysis of neuroblasotma tumors isolated from transgenic zebrafish overexpressing MYCN oncogene alone or MYCN with knockout of gas7 gene revealed that gene signitures affecting tumor cell-cell or cell-extracellular matrix interactions are significantly downregulated in tumors with gas7 loss of function. Our results provide the first genetic evidence that loss of function of a gene located in the Chr17p region contributes significantly to NB metastasis.
2021-02-04 | GSE131307 | GEO
Project description:Neuroblastoma (NB) is the most frequent extracranial solid tumour of childhood. Clinical courses are highly variable, ranging from spontaneous regression/maturation to rapid progression despite intensive multimodal therapy. The estimation of 5-year event free survival in high-risk patients of only about 40 % stresses an importance of novel therapeutic strategies. A number of iron chelators have demonstrated marked in vitro and in vivo anti-tumor activity and are currently being developed as novel anti-cancer agents. Therefore, the potential antitumor effect of iron chelators in NB cancer was investigated. Among the compounds tested, ciclopirox olamine (CPX) was shown to be one of the most effective intracellular iron chelators in NB cells. To unveil the molecular mechanisms underlying the effects of CPX on viability of NB cells, microarray analysis was performed in CHP134 control cells and cells treated with 5 µM CPX for 90 minutes. Inclusion of both total RNA (reflecting transcriptional status of the cells) and polysomal RNA (approximating the proteomic representation of the cells) provided us with a deeper understanding of changes in the cells upon CPX treatment. Keywords: ciclopirox olamine, iron chelator, neuroblastoma, translatome profiling, transcriptome profiling. Keywords: ciclopirox olamine, iron chelator, neuroblastoma, translatome profiling, transcriptome profiling, polysomal profiling, polysomal RNA, translational control, translational profiling, polysome profiling
2015-02-04 | GSE60675 | GEO