ReviewOncogene2026
Dissecting neuroblastoma heterogeneity through single-cell multi-omics: insights into development, immunity, and therapeutic resistance.
Review in Oncogene, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 papers.
What it found
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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
14 citing papers in PubMed.
- A comprehensive survey of genetic variants in neuroblastoma.Journal, genetic engineering & biotechnology · 2026Article
- Article
- Review
- Alternative Splicing of the NF-Y Subunit, NF-YA, in Neuroblastoma Phenotype Heterogeneity.Cancers · 2026Review
- Lapatinib-Loaded Glucose-Functionalized Silver Nanoparticles Enhance Efficacy in HER2-Positive Breast Cancer Cells and Modulate Survival-Associated Genes.Pharmaceutical research · 2026Article
- Article
- Epigenetic Regulation of Trk Receptors and Neurotrophic Signalling in Neuroblastoma: Mechanisms, Plasticity, and Therapeutic Opportunities.International journal of molecular sciences · 2026Review
- Multiscale modeling of the spatial structure of stem cells in neuroblastoma patient-derived tumoroids reveals a critical role for a short-range diffusive process.PLoS computational biology · 2026Article
- Comparing muscle mass in children with high-risk neuroblastoma using magnetic resonance imaging and bioelectrical impedance analysis.Translational pediatrics · 2026Article
- Review
- Jurkat T-Cell Antigen-Independent Elimination of PMA-Activated Neuroblastoma Cells Is Triggered by CCL2/CCR2, Depends Upon Lipid Raft LFA1/ICAM1 Immune Synapses, Is Mediated by m-TRAIL and Is Augmented by the TrkAIII Oncoprotein.International journal of molecular sciences · 2026Article
- Single-Cell Mapping Reveals MIF-Centered Immunoregulatory Networks in Colorectal Cancer.International journal of molecular sciences · 2026Article
- Tumor suppressor network dysregulation in neuroblastoma: molecular mechanisms and precision therapeutic opportunities.Frontiers in cell and developmental biology · 2026Review
- Dissecting the role of KLF5: from tumor progression to immune interactions with emphasis on glioma and bladder cancer.Frontiers in immunology · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Neuroblastoma (NB), the most common extracranial solid tumor in children, is characterized by remarkable cellular heterogeneity and clinical variability ranging from spontaneous regression to aggressive progression and relapse. Despite advances in multimodal therapies, including surgery, chemotherapy, radiotherapy, differentiation therapy, and immunotherapy-treatment resistance remains the principal barrier to improving survival in high-risk patients. Recent single-cell and spatial multi-omics studies have revolutionized our understanding of NB by revealing its developmental origins, lineage hierarchy, and adaptive evolution under therapeutic pressure. These technologies have delineated distinct cellular states along an adrenergic-mesenchymal continuum and uncovered the dynamic interplay between tumor cells and their microenvironment. Genetic instability, epigenetic reprogramming, and metabolic plasticity cooperate with immune and stromal remodeling to drive tumor persistence and relapse. At the molecular level, mechanisms such as MYCN-driven chromatin remodeling, super-enhancer reorganization, bypass signaling activation, quiescent persister programs, immune checkpoint engagement, and metabolic rewiring collectively enable therapeutic escape. Importantly, these processes are reversible, highlighting tumor plasticity as both a hallmark and a potential vulnerability of NB. Integrating single-cell transcriptomics, epigenomics, and spatial profiling provides an unprecedented framework to map resistance evolution, identify lineage-specific vulnerabilities, and guide rational combination strategies. Targeting epigenetic regulators, metabolic checkpoints, and immune suppressive networks in a temporally coordinated manner holds promise for converting NB from an adaptive to a controllable disease.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.