Single-cell RNA-sequencing of peripheral neuroblastic tumors reveals an aggressive transitional cell state at the junction of an adrenergic-mesenchymal transdifferentiation trajectory
Yuan, X.; Seneviratne, J. A.; Du, S.; Xu, Y.; Chen, Y.; Jin, Q.; Jin, X.; Balachandran, A.; Huang, S.; Xu, Y.; Zhai, Y.; Lu, L.; Tang, M.; Dong, Y.; Cheung, B. B.; Marshall, G. M.; Shi, W.; Zhang, C.; Carter, D. R.
Show abstract
Peripheral neuroblastic tumors (PNTs) are the most common extracranial solid tumors in early childhood. They represent a spectrum of neural crest derived tumors including neuroblastoma, ganglioneuroblastoma and ganglioneuroma. PNTs exhibit heterogeneity due to interconverting malignant cell states described as adrenergic/nor-adrenergic or mesenchymal/neural crest cell in origin. The factors determining individual patient levels of tumor heterogeneity, their impact on the malignant phenotype, and the presence of other cell states are unknown. Here, single-cell RNA-sequencing analysis of 4267 cells from 7 PNTs demonstrated extensive transcriptomic heterogeneity. Trajectory modelling showed that malignant neuroblasts move between adrenergic and mesenchymal cell states via a novel state that we termed a "transitional" phenotype. Transitional cells are characterized by gene expression programs linked to a sympathoadrenal development, and aggressive tumor phenotypes such as rapid proliferation and tumor dissemination. Among primary bulk tumor patient cohorts, high expression of the transitional gene signature was highly predictive of poor prognosis when compared to adrenergic and mesenchymal expression patterns. High transitional gene expression in neuroblastoma cell lines identified a similar transitional H3K27-acetylation super-enhancer landscape, supporting the concept that PNTs have phenotypic plasticity and transdifferentiation capacity. Additionally, examination of PNT microenvironments, found that neuroblastomas contained low immune cell infiltration, high levels of non-inflammatory macrophages, and low cytotoxic T lymphocyte levels compared with more benign PNT subtypes. Modeling of cell-cell signaling in the tumor microenvironment predicted specific paracrine effects toward the various subtypes of malignant cells, suggesting further cell-extrinsic influences on malignant cell phenotype. Collectively, our study reveals the presence of a previously unrecognized transitional cell state with high malignant potential and an immune cell architecture which serve both as potential biomarkers and therapeutic targets.
Matching journals
The top 6 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- Developmental Basis of SHH Medulloblastoma Heterogeneity 97%
- A human neural crest model reveals the developmental impact of neuroblastoma-associated chromosomal aberrations 97%
- Compartments in medulloblastoma with extensive nodularity are connected through differentiation along the granular precursor lineage 97%
Similar papers in this journal
- Unveiling the influence of tumor and immune signatures on immune checkpoint therapy in advanced lung cancer 96%
- Patient-derived xenografts and single-cell sequencing identifies three subtypes of tumor-reactive lymphocytes in uveal melanoma metastases 96%
- Phenotypic plasticity underlies local invasion and distant metastasis in colon cancer 95%
Similar papers in this journal
- Mapping pediatric brain tumors to their origins in the developing cerebellum 96%
- Spatial profiling of longitudinal glioblastoma reveals consistent changes in cellular architecture, post-treatment 96%
- Neoplastic and Immune single cell transcriptomics define subgroup-specific intra-tumoral heterogeneity of childhood medulloblastoma. 95%
Similar papers in this journal
- Single-cell transcriptional profiling of clear cell renal cell carcinoma reveals an invasive tumor vasculature phenotype 96%
- Plasma exosomes from individuals with type 2 diabetes drive breast cancer aggression in patient-derived organoids 95%
- Neutrophil Extracellular Trap gene expression signatures identify prognostic and targetable signaling axes for inhibiting metastasis of pancreatic tumours 95%
Similar papers in this journal
- NRCAM variant defined by microexon skipping is a targetable cell surface proteoform in high-grade gliomas 96%
- Single-nucleus and spatial landscape of the sub-ventricular zone in human glioblastoma 96%
- YAP1 is a key regulator of EWS::FLI1-dependent malignant transformation upon IGF-1 mediated reprogramming of bone mesenchymal stem cells 96%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.