Evidence map›Paper›PMID 38907342›Full record

ArticleActa neuropathologica communications2024

snRNA-seq of human cutaneous neurofibromas before and after selumetinib treatment implicates role of altered Schwann cell states, inter-cellular signaling, and extracellular matrix in treatment response.

Cameron Church, Christian X Fay, Emil Kriukov, Hui Liu, Ashley Cannon, Lauren Ashley Baldwin, David K Crossman, Bruce Korf, Margaret R Wallace, Andrea M Gross and 4 more

Abstract read
In one paragraph

Article in Acta neuropathologica communications, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
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

4 citing papers in PubMed.

  1. Review
  2. Article
  3. Review
  4. Article
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

14 authors.

Cameron Church *Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
Christian X Fay *Department of Genetics, The University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
Emil KriukovDepartment of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA.
Hui LiuDepartment of Genetics, The University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
Ashley CannonDepartment of Genetics, The University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
Lauren Ashley BaldwinDepartment of Genetics, The University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
David K CrossmanDepartment of Genetics, The University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
Bruce KorfDepartment of Genetics, The University of Alabama at Birmingham, Birmingham, AL, 35294, USA.
Margaret R WallaceDepartment of Molecular Genetics and Microbiology, University of Florida, Gainesville, FL, USA.
Andrea M GrossPediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA.
Brigitte C WidemannPediatric Oncology Branch, Center for Cancer Research, National Cancer Institute, Bethesda, MD, 20892, USA.
Robert A KestersonDepartment of Cancer Precision Medicine, Pennington Biomedical Research Center, Baton Rouge, LA, 70808, USA.
Petr BaranovDepartment of Ophthalmology, Harvard Medical School, Boston, MA, 02114, USA.
Deeann WallisDepartment of Genetics, The University of Alabama at Birmingham, Birmingham, AL, 35294, USA. dwallis@uab.edu.ORCID 0000-0002-8217-0892

Funding

XRAY CRYSTALLOGRAPHYP30CA013148 · NCI · UNIVERSITY OF ALABAMA AT BIRMINGHAM · PI Omer Jamy · 1985 to 2026
$165.9M
Therapies for patients with rare tumors and genetic tumor predispositionZIASC010354 · NCI · DIVISION OF CLINICAL SCIENCES - NCI · PI WIDEMANN, BRIGITTE · 2009 to 2025
$19.2M
NCI NIH HHS P30 CA013148
6 · The paper itself

Abstract

Neurofibromatosis Type 1 (NF1) is caused by loss of function variants in the NF1 gene. Most patients with NF1 develop skin lesions called cutaneous neurofibromas (cNFs). Currently the only approved therapeutic for NF1 is selumetinib, a mitogen -activated protein kinase (MEK) inhibitor. The purpose of this study was to analyze the transcriptome of cNF tumors before and on selumetinib treatment to understand both tumor composition and response. We obtained biopsy sets of tumors both pre- and on- selumetinib treatment from the same individuals and were able to collect sets from four separate individuals. We sequenced mRNA from 5844 nuclei and identified 30,442 genes in the untreated group and sequenced 5701 nuclei and identified 30,127 genes in the selumetinib treated group. We identified and quantified distinct populations of cells (Schwann cells, fibroblasts, pericytes, myeloid cells, melanocytes, keratinocytes, and two populations of endothelial cells). While we anticipated that cell proportions might change with treatment, we did not identify any one cell population that changed significantly, likely due to an inherent level of variability between tumors. We also evaluated differential gene expression based on drug treatment in each cell type. Ingenuity pathway analysis (IPA) was also used to identify pathways that differ on treatment. As anticipated, we identified a significant decrease in ERK/MAPK signaling in cells including Schwann cells but most specifically in myeloid cells. Interestingly, there is a significant decrease in opioid signaling in myeloid and endothelial cells; this downward trend is also observed in Schwann cells and fibroblasts. Cell communication was assessed by RNA velocity, Scriabin, and CellChat analyses which indicated that Schwann cells and fibroblasts have dramatically altered cell states defined by specific gene expression signatures following treatment (RNA velocity). There are dramatic changes in receptor-ligand pairs following treatment (Scriabin), and robust intercellular signaling between virtually all cell types associated with extracellular matrix (ECM) pathways (Collagen, Laminin, Fibronectin, and Nectin) is downregulated after treatment. These response specific gene signatures and interaction pathways could provide clues for understanding treatment outcomes or inform future therapies.

Indexed as

BenzimidazolesExtracellular MatrixSchwann CellsSignal TransductionSkin NeoplasmsAdultFemaleHumansMaleMiddle AgedNeurofibromaNeurofibromatosis 1Protein Kinase InhibitorsRNA-SeqTranscriptomeAZD 6244BenzimidazolesProtein Kinase InhibitorsCellChatCell-to-cell-communicationCutaneous neurofibromaDifferential gene expressionIngenuity pathway analysisNeurofibromatosisRNA velocityScriabinSelumetinibSingle nuclei sequencingTumor microenvironment

Identifiers

PMID38907342
PMCPMC11191180

What Socratic holds

Textmetadata
LicenceCC BY
Read underepoch 390

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 Socratic graph.