Cargando…

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...

Descripción completa

Detalles Bibliográficos
Autores principales: 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
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
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
_version_ 1784746896125853696
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
work_keys_str_mv AT wuhaoda singlecellrnasequencingunravelsupregulationofimmunecellcrosstalkinrelapsedpediatricependymoma
AT furuiqing singlecellrnasequencingunravelsupregulationofimmunecellcrosstalkinrelapsedpediatricependymoma
AT zhangyuhong singlecellrnasequencingunravelsupregulationofimmunecellcrosstalkinrelapsedpediatricependymoma
AT liuzhiming singlecellrnasequencingunravelsupregulationofimmunecellcrosstalkinrelapsedpediatricependymoma
AT chenzhenhua singlecellrnasequencingunravelsupregulationofimmunecellcrosstalkinrelapsedpediatricependymoma
AT xujingkai singlecellrnasequencingunravelsupregulationofimmunecellcrosstalkinrelapsedpediatricependymoma
AT tianyongji singlecellrnasequencingunravelsupregulationofimmunecellcrosstalkinrelapsedpediatricependymoma
AT jinwenfei singlecellrnasequencingunravelsupregulationofimmunecellcrosstalkinrelapsedpediatricependymoma
AT wongsamuelzhenghao singlecellrnasequencingunravelsupregulationofimmunecellcrosstalkinrelapsedpediatricependymoma
AT wuqingfeng singlecellrnasequencingunravelsupregulationofimmunecellcrosstalkinrelapsedpediatricependymoma