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pmid:34141479

Neuromedin U and neurotensin may promote the development of the tumour microenvironment in neuroblastoma.

Daheng Yang · Xianwei Zhang · Zheqian Li · Fei Xu · Chenjie Tang · Hongbing Chen

PeerJ · 2021 doi:10.7717/peerj.11512

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Experiment

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Data

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title
Neuromedin U and neurotensin may promote the development of the tumour microenvironment in neuroblastoma.
doi
10.7717/peerj.11512
pmid
34141479
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Daheng Yang
[1]
Xianwei Zhang
[2]
Zheqian Li
[3]
Fei Xu
[4]
Chenjie Tang
[5]
Hongbing Chen
journal
PeerJ
year
2021
abstract
Stage 4S neuroblastoma, as defined by the International Neuroblastoma Staging System committee (INSS), is known to regress spontaneously and have a more favourable outcome compared with stage 4 tumours. Comparing the molecular differences between these two stages may provide insights into the progression of neuroblastoma. Our study aimed to explore the molecular differences in the tumour microenvironment (TME) between INSS stage 4S and stage 4 tumours to provide an insight into the mechanisms underlying the biological processes of neuroblastoma. We downloaded the datasets GSE120572 and GSE73517 from the GEO database and pre-processed them using the limma package. CIBERSORT deconvolution agorithm was applied to analyse the differences in 22 infiltrating immune leukocyte subsets between the two stages. We used gene ontology (GO) enrichment analysis to determine the biological process (BP) annotation of differentially expressed genes (DEGs) using the online WebGestalt tool. Hub genes were determined in the STRING database and Cytoscape, and the expression of these genes was verified in the Oncomine database. Then these critical genes were performed survival analysis in TARGET database. We further validated the hub genes using a transwell assay and wound healing assay to detect the function of the genes in the neuroblastoma cell line SK-N-BE(2). GO analysis revealed that the 216 DEGs between stage 4S and stage 4 were enriched in aggressive biological processes. Neuromedin U (NMU) and neurotensin (NTS), which were significantly associated with patients' overall survival rate, were verified to be elevated in stage 4, and to promote the proliferation and invasion of the SK-N-BE(2) cell. Tumour infiltrating leukocyte analysis showed a high infiltration of regulatory T cells and type 2 tumour-associated macrophages in stage 4 but not in stage 4S. Results of gene co-expression correlation, and the results of previous studies, suggest that NMU and NTS may play certain roles in modulating TME, thus facilitating the progression of neuroblastoma.
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The differentially expressed genes (DEGs) located between stage 4S and stage 4 were analysed based on Bayes’ test using the limma package and Pvalues were adjusted using the FDR method.
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The differentially expressed genes (DEGs) located between stage 4S and stage 4 were analysed based on Bayes’ test using the limma package and Pvalues were adjusted using the FDR method.
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Data AvailabilityThe following information was supplied regarding data availability:The datasets generated and analyzed are available at Figshare: Yang, Daheng (2021): Neuromedin U and neurotensin may promote the development of the tumour microenvironment in neuroblastoma. figshare. Dataset. https://doi.org/10.6084/m9.figshare.14554089.v1.
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sections[24] "Additional Information and Declarations" paragraph 5
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Data AvailabilityThe following information was supplied regarding data availability:The datasets generated and analyzed are available at Figshare: Yang, Daheng (2021): Neuromedin U and neurotensin may promote the development of the tumour microenvironment in neuroblastoma. figshare. Dataset. https://doi.org/10.6084/m9.figshare.14554089.v1.
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Data AvailabilityThe following information was supplied regarding data availability:The datasets generated and analyzed are available at Figshare: Yang, Daheng (2021): Neuromedin U and neurotensin may promote the development of the tumour microenvironment in neuroblastoma. figshare. Dataset. https://doi.org/10.6084/m9.figshare.14554089.v1.
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Data AvailabilityThe following information was supplied regarding data availability:The datasets generated and analyzed are available at Figshare: Yang, Daheng (2021): Neuromedin U and neurotensin may promote the development of the tumour microenvironment in neuroblastoma. figshare. Dataset. https://doi.org/10.6084/m9.figshare.14554089.v1.
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sample_count
105
group_sizes
null
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null
platform
16876
taxon
Homo sapiens
title
RNA expression data from primary neuroblastoma tumors
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2026-11-01T15:39:55Z
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identifier_resolution_only_no_download_no_licence_read
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quote
The differentially expressed genes (DEGs) located between stage 4S and stage 4 were analysed based on Bayes’ test using the limma package and Pvalues were adjusted using the FDR method.
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Data AvailabilityThe following information was supplied regarding data availability:The datasets generated and analyzed are available at Figshare: Yang, Daheng (2021): Neuromedin U and neurotensin may promote the development of the tumour microenvironment in neuroblastoma. figshare. Dataset. https://doi.org/10.6084/m9.figshare.14554089.v1.
basis
The paper names GSE120572, GSE73517 in Gene Expression Omnibus (GEO) and the accession resolves in the repository. No dataset was downloaded and no licence was read.
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orporation (Shanghai, China). The cells were cultured in F12k & MEM (v/v = 1:1) medium with 10% fetal
[1]
n in 5% atmospheric CO2 at 37 °C. Cells were cultured in 6-well plates with 2.5 × 105 cells/well.
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The differentially expressed genes (DEGs) located between stage 4S and stage 4 were analysed based on Bayes’ test using the limma package and Pvalues were adjusted using the FDR method.
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Complete file
{"sci_version": "1.2", "schema": "https://corpus.bntrg.co.uk/sci/1.0/sci.schema.json", "id": "pmid:34141479", "kind": "science-record", "revision": 8, "content_hash": "sha256:55fd265df1f41b0c21c72f6f17702fd6f34416249c113aeb962a2a9e01c0e383", "created_at": "2026-11-01T15:41:39Z", "updated_at": "2026-11-01T22:46:53Z", "generator": {"name": "corpus-assay-engine", "run_id": "reading-sci-2026-11-01"}, "paper": {"state": "complete", "title": "Neuromedin U and neurotensin may promote the development of the tumour microenvironment in neuroblastoma.", "doi": "10.7717/peerj.11512", "pmid": "34141479", "authors": ["Daheng Yang", "Xianwei Zhang", "Zheqian Li", "Fei Xu", "Chenjie Tang", "Hongbing Chen"], "journal": "PeerJ", "year": 2021, "abstract": "Stage 4S neuroblastoma, as defined by the International Neuroblastoma Staging System committee (INSS), is known to regress spontaneously and have a more favourable outcome compared with stage 4 tumours. Comparing the molecular differences between these two stages may provide insights into the progression of neuroblastoma. Our study aimed to explore the molecular differences in the tumour microenvironment (TME) between INSS stage 4S and stage 4 tumours to provide an insight into the mechanisms underlying the biological processes of neuroblastoma. We downloaded the datasets GSE120572 and GSE73517 from the GEO database and pre-processed them using the limma package. CIBERSORT deconvolution agorithm was applied to analyse the differences in 22 infiltrating immune leukocyte subsets between the two stages. We used gene ontology (GO) enrichment analysis to determine the biological process (BP) annotation of differentially expressed genes (DEGs) using the online WebGestalt tool. Hub genes were determined in the STRING database and Cytoscape, and the expression of these genes was verified in the Oncomine database. Then these critical genes were performed survival analysis in TARGET database. We further validated the hub genes using a transwell assay and wound healing assay to detect the function of the genes in the neuroblastoma cell line SK-N-BE(2). GO analysis revealed that the 216 DEGs between stage 4S and stage 4 were enriched in aggressive biological processes. Neuromedin U (NMU) and neurotensin (NTS), which were significantly associated with patients' overall survival rate, were verified to be elevated in stage 4, and to promote the proliferation and invasion of the SK-N-BE(2) cell. Tumour infiltrating leukocyte analysis showed a high infiltration of regulatory T cells and type 2 tumour-associated macrophages in stage 4 but not in stage 4S. Results of gene co-expression correlation, and the results of previous studies, suggest that NMU and NTS may play certain roles in modulating TME, thus facilitating the progression of neuroblastoma.", "claims": [{"id": "claim-method", "statement": "The differentially expressed genes (DEGs) located between stage 4S and stage 4 were analysed based on Bayes’ test using the limma package and Pvalues were adjusted using the FDR method.", "kind": "methodological", "target": null, "evidence": [{"asset": "source:pmid:34141479", "locator": "sections[4] \"Statistical methods\" paragraph 2", "quote": "The differentially expressed genes (DEGs) located between stage 4S and stage 4 were analysed based on Bayes’ test using the limma package and Pvalues were adjusted using the FDR method."}], "state": "complete"}, {"id": "claim-data-access", "statement": "Data AvailabilityThe following information was supplied regarding data availability:The datasets generated and analyzed are available at Figshare: Yang, Daheng (2021): Neuromedin U and neurotensin may promote the development of the tumour microenvironment in neuroblastoma. figshare. 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This lane did not download the dataset or read its licence.", "duration_hours": null, "parameters": {}, "inputs": ["data:geo:GSE120572"], "outputs": ["the source data with its repository provenance"], "instruments": [], "reagents": []}, {"id": "run_analysis", "order": 3, "name": "Run the published analysis", "kind": "analysis", "state": "complete", "blocked_on": null, "description": "Apply the paper's statistical method to the resolved series and compare the result with the published target.", "duration_hours": null, "parameters": {"fdr_threshold": "lues adjusted using the false discovery rate (FDR) method"}, "inputs": ["data:geo:GSE120572"], "outputs": ["the replicated result and its comparison"], "instruments": [], "reagents": []}], "materials": [], "instruments": [], "reagents": [], "conditions": {}, "gaps": []}, "data": {"state": "partial", "assets": [{"id": "source:pmid:34141479", "role": "manuscript", "format": "xml", "media_type": "application/xml", "uri": "https://doi.org/10.7717/peerj.11512", "sha256": "sha256:4085531285cb511dadebb3b88ec4f6b2dd88f8be7533a8799bf95775cb85e316", "bytes": 30728, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "10.7717/peerj.11512", "version": null, "note": "Full article fetched from PMC; the checksum covers the rendered section body, not the original XML bytes.", "structure": {"pmcid": "PMC8176915", "source": "europe_pmc_fulltext", "coverage": "whole_body_without_references", "text_hash_scope": "rendered_section_body"}}, {"id": "data:geo:GSE120572", "role": "raw", "format": "geo-series", "media_type": "application/vnd.ncbi.geo-series+json", "uri": "https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE120572", "sha256": null, "bytes": null, "access": "open", "state": "resolved", "reader": null, "reader_status": "reader_required", "identifier": "GSE120572", "version": null, "note": "Data AvailabilityThe following information was supplied regarding data availability:The datasets generated and analyzed are available at Figshare: Yang, Daheng (2021): Neuromedin U and neurotensin may promote the development of the tumour microenvironment in neuroblastoma. figshare. 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