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Single-Cell RNA Sequencing Unravels Upregulation of Immune Cell Crosstalk in Relapsed Pediatric Ependymoma
Ependymoma (EPN) is a malignant glial tumor occurring throughout central nervous system, which commonly presents in children. Although recent studies have characterized EPN samples at both the bulk and single-cell level, intratumoral heterogeneity across subclones remains a confounding factor that i...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9281506/ https://www.ncbi.nlm.nih.gov/pubmed/35844565 http://dx.doi.org/10.3389/fimmu.2022.903246 |
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author | Wu, Haoda Fu, Ruiqing Zhang, Yu-Hong Liu, Zhiming Chen, Zhen-Hua Xu, Jingkai Tian, Yongji Jin, Wenfei Wong, Samuel Zheng Hao Wu, Qing-Feng |
author_facet | Wu, Haoda Fu, Ruiqing Zhang, Yu-Hong Liu, Zhiming Chen, Zhen-Hua Xu, Jingkai Tian, Yongji Jin, Wenfei Wong, Samuel Zheng Hao Wu, Qing-Feng |
author_sort | Wu, Haoda |
collection | PubMed |
description | Ependymoma (EPN) is a malignant glial tumor occurring throughout central nervous system, which commonly presents in children. Although recent studies have characterized EPN samples at both the bulk and single-cell level, intratumoral heterogeneity across subclones remains a confounding factor that impedes understanding of EPN biology. In this study, we generated a high-resolution single-cell dataset of pediatric ependymoma with a particular focus on the comparison of subclone differences within tumors and showed upregulation of cilium-associated genes in more highly differentiated subclone populations. As a proxy to traditional pseudotime analysis, we applied a novel trajectory scoring method to reveal cellular compositions associated with poor survival outcomes across primary and relapsed patients. Furthermore, we identified putative cell–cell communication features between relapsed and primary samples and showed upregulation of pathways associated with immune cell crosstalk. Our results revealed both inter- and intratumoral heterogeneity in EPN and provided a framework for studying transcriptomic signatures of individual subclones at single-cell resolution. |
format | Online Article Text |
id | pubmed-9281506 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92815062022-07-15 Single-Cell RNA Sequencing Unravels Upregulation of Immune Cell Crosstalk in Relapsed Pediatric Ependymoma Wu, Haoda Fu, Ruiqing Zhang, Yu-Hong Liu, Zhiming Chen, Zhen-Hua Xu, Jingkai Tian, Yongji Jin, Wenfei Wong, Samuel Zheng Hao Wu, Qing-Feng Front Immunol Immunology Ependymoma (EPN) is a malignant glial tumor occurring throughout central nervous system, which commonly presents in children. Although recent studies have characterized EPN samples at both the bulk and single-cell level, intratumoral heterogeneity across subclones remains a confounding factor that impedes understanding of EPN biology. In this study, we generated a high-resolution single-cell dataset of pediatric ependymoma with a particular focus on the comparison of subclone differences within tumors and showed upregulation of cilium-associated genes in more highly differentiated subclone populations. As a proxy to traditional pseudotime analysis, we applied a novel trajectory scoring method to reveal cellular compositions associated with poor survival outcomes across primary and relapsed patients. Furthermore, we identified putative cell–cell communication features between relapsed and primary samples and showed upregulation of pathways associated with immune cell crosstalk. Our results revealed both inter- and intratumoral heterogeneity in EPN and provided a framework for studying transcriptomic signatures of individual subclones at single-cell resolution. Frontiers Media S.A. 2022-06-30 /pmc/articles/PMC9281506/ /pubmed/35844565 http://dx.doi.org/10.3389/fimmu.2022.903246 Text en Copyright © 2022 Wu, Fu, Zhang, Liu, Chen, Xu, Tian, Jin, Wong and Wu https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Immunology Wu, Haoda Fu, Ruiqing Zhang, Yu-Hong Liu, Zhiming Chen, Zhen-Hua Xu, Jingkai Tian, Yongji Jin, Wenfei Wong, Samuel Zheng Hao Wu, Qing-Feng Single-Cell RNA Sequencing Unravels Upregulation of Immune Cell Crosstalk in Relapsed Pediatric Ependymoma |
title | Single-Cell RNA Sequencing Unravels Upregulation of Immune Cell Crosstalk in Relapsed Pediatric Ependymoma |
title_full | Single-Cell RNA Sequencing Unravels Upregulation of Immune Cell Crosstalk in Relapsed Pediatric Ependymoma |
title_fullStr | Single-Cell RNA Sequencing Unravels Upregulation of Immune Cell Crosstalk in Relapsed Pediatric Ependymoma |
title_full_unstemmed | Single-Cell RNA Sequencing Unravels Upregulation of Immune Cell Crosstalk in Relapsed Pediatric Ependymoma |
title_short | Single-Cell RNA Sequencing Unravels Upregulation of Immune Cell Crosstalk in Relapsed Pediatric Ependymoma |
title_sort | single-cell rna sequencing unravels upregulation of immune cell crosstalk in relapsed pediatric ependymoma |
topic | Immunology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9281506/ https://www.ncbi.nlm.nih.gov/pubmed/35844565 http://dx.doi.org/10.3389/fimmu.2022.903246 |
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