Evidence map›Paper›PMID 37770931›Full record

ArticleActa neuropathologica communications2023

Integration of single-nuclei RNA-sequencing, spatial transcriptomics and histochemistry defines the complex microenvironment of NF1-associated plexiform neurofibromas.

Vladimir Amani, Kent A Riemondy, Rui Fu, Andrea M Griesinger, Enrique Grimaldo, Graziella Ribeiro De Sousa, Ahmed Gilani, Molly Hemenway, Nicholas K Foreman, Andrew M Donson and 1 more

Open access · goldAbstract read
In one paragraph

Article in Acta neuropathologica communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 10 papers.

0numbers the graph read from it
0cells of the map it votes in
10citing papers in PubMed
4.3field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

10 citing papers in PubMed, 15 citations in OpenAlex.

  1. Review
  2. Applications of single-cell transcriptomics: updated insights in endometrial cancer.Clinical & translational oncology : official publication of the Federation of Spanish Oncology Societies and of the National Cancer Institute of Mexico · 2026
    Review
  3. Review
  4. Article
  5. Article
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  7. Article
  8. Biomarker Landscape in RASopathies.International journal of molecular sciences · 2024
    Review
  9. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors at 4 institutions in 1 country.

Vladimir AmaniDepartment of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA. Vladimir.Amani@cuanschutz.edu.
Kent A RiemondyRNA Biosciences Initiative, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Rui FuComputational Biology, New York Genome Center, New York, NY, USA.
Andrea M GriesingerDepartment of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Enrique GrimaldoDepartment of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Graziella Ribeiro De SousaDepartment of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Ahmed GilaniDepartment of Pathology, University of Colorado Denver, Aurora, CO, USA.
Molly HemenwayMorgan Adams Foundation Pediatric Brain Tumor Research Program, Children's Hospital Colorado, Aurora, CO, USA.
Nicholas K ForemanDepartment of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Andrew M Donson *Department of Pediatrics, University of Colorado Anschutz Medical Campus, Aurora, CO, USA.
Nicholas Willard *Department of Pathology, University of Colorado Denver, Aurora, CO, USA.
University of Colorado Denver · USUniversity of Colorado Anschutz Medical Campus · USChildren's Hospital Colorado · USNew York Genome Center · US

Funding

University of Colorado Cancer Center Support Grant - Lung Cancer Patient-Derived Xenografts with Autologous Human Immune SystemsP30CA046934 · NCI · UNIVERSITY OF COLORADO DENVER · PI James V Degregori · 1988 to 2026
$117.0M
NCI NIH HHS P30 CA046934
6 · The paper itself

Abstract

Plexiform neurofibroma (PN) is a leading cause of morbidity in children with the genetic condition Neurofibromatosis Type 1 (NF1), often disfiguring or threatening vital structures. During formation of PN, a complex tumor microenvironment (TME) develops, with recruitment of neoplastic and non-neoplastic cell types being critical for growth and progression. Due to the cohesive cellularity of PN, single-cell RNA-sequencing is difficult and may result in a loss of detection of critical cellular subpopulations. To bypass this barrier, we performed single-nuclei RNA-sequencing (snRNA-seq) on 8 frozen PN samples, and integrated this with spatial transcriptomics (ST) in 4 PN samples and immunohistochemistry to provide morphological context to transcriptomic data. SnRNA-seq analysis definitively charted the heterogeneous cellular subpopulations in the PN TME, with the predominant fraction being fibroblast subtypes. PN showed a remarkable amount of inter-sample homogeneity regarding cellular subpopulation proportions despite being resected from a variety of anatomical locations. ST analysis identified distinct cellular subpopulations which were annotated using snRNA-seq data and correlated with histological features. Schwann cell/fibroblast interactions were identified by receptor/ligand interaction analysis demonstrating a high probability of Neurexin 1/Neuroligin 1 (NRXN1/NLGN1) receptor-ligand cross-talk predicted between fibroblasts and non-myelinated Schwann cells (NM-SC) and subtypes, respectively. We observed aberrant expression of NRXN1 and NLGN1 in our PN snRNA-seq data compared to a normal mouse sciatic nerve single-cell RNA-seq dataset. This pathway has never been described in PN and may indicate a clear and direct communication pathway between putative NM-SC cells of origin and surrounding fibroblasts, potentially driving disease progression. SnRNA-seq integrated with spatial transcriptomics advances our understanding of the complex cellular heterogeneity of PN TME and identify potential novel communication pathways that may drive disease progression, a finding that could provide translational therapy options for patients with these devastating tumors of childhood and early adulthood.

Indexed as

Neurofibroma, PlexiformNeurofibromatosis 1AdultAnimalsChildDisease ProgressionHumansLigandsMiceRNARNA, Small NuclearTranscriptomeTumor MicroenvironmentLigandsRNARNA, Small Nuclear

Identifiers

PMID37770931
PMCPMC10537467
OpenAlexW4387136486

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.