Cargando…
Single‐Cell RNA‐seq Reveals a Developmental Hierarchy Super‐Imposed Over Subclonal Evolution in the Cellular Ecosystem of Prostate Cancer
Prostate cancer (PCa) is a complex disease. An ongoing accumulation of mutations results in increased genetic diversity, with the tumor acquiring distinct subclones. However, non‐genetic intra‐tumoral heterogeneity, the cellular differentiation state and the interplay between subclonal evolution and...
Autores principales: | , , , , , , , , , , , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9131431/ https://www.ncbi.nlm.nih.gov/pubmed/35322584 http://dx.doi.org/10.1002/advs.202105530 |
_version_ | 1784713174443884544 |
---|---|
author | Ge, Guangzhe Han, Yang Zhang, Jianye Li, Xinxin Liu, Xiaodan Gong, Yanqing Lei, Zhentao Wang, Jie Zhu, Weijie Xu, Yangyang Peng, Yiji Deng, Jianhua Zhang, Bao Li, Xuesong Zhou, Liqun He, Huiying Ci, Weimin |
author_facet | Ge, Guangzhe Han, Yang Zhang, Jianye Li, Xinxin Liu, Xiaodan Gong, Yanqing Lei, Zhentao Wang, Jie Zhu, Weijie Xu, Yangyang Peng, Yiji Deng, Jianhua Zhang, Bao Li, Xuesong Zhou, Liqun He, Huiying Ci, Weimin |
author_sort | Ge, Guangzhe |
collection | PubMed |
description | Prostate cancer (PCa) is a complex disease. An ongoing accumulation of mutations results in increased genetic diversity, with the tumor acquiring distinct subclones. However, non‐genetic intra‐tumoral heterogeneity, the cellular differentiation state and the interplay between subclonal evolution and transcriptional heterogeneity are poorly understood. Here, the authors perform single‐cell RNA sequencing from 14 untreated PCa patients. They create an extensive cell atlas of the PCa patients and mapped developmental states onto tumor subclonal evolution. They identify distinct subclones across PCa patients and then stratify tumor cells into four transcriptional subtypes, EMT‐like (subtype 0), luminal A‐like (subtype 1), luminal B/C‐like (subtype 2), and basal‐like (subtype 3). These subtypes are hierarchically organized into stem cell‐like and differentiated status. Strikingly, multiple subclones within a single primary tumor present with distinct combinations of preferential subtypes. In addition, subclones show different communication strengths with other cell types within the tumor ecosystem, which may modulate the distinct transcriptional subtypes of the subclones. Notably, by integrating TCGA data, they discover that both tumor cell transcriptional heterogeneity and cellular ecosystem diversity correlate with features of a poor prognosis. Collectively, their study provides the analysis of subclonal and transcriptional heterogeneity and its implication for patient prognosis. |
format | Online Article Text |
id | pubmed-9131431 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91314312022-05-26 Single‐Cell RNA‐seq Reveals a Developmental Hierarchy Super‐Imposed Over Subclonal Evolution in the Cellular Ecosystem of Prostate Cancer Ge, Guangzhe Han, Yang Zhang, Jianye Li, Xinxin Liu, Xiaodan Gong, Yanqing Lei, Zhentao Wang, Jie Zhu, Weijie Xu, Yangyang Peng, Yiji Deng, Jianhua Zhang, Bao Li, Xuesong Zhou, Liqun He, Huiying Ci, Weimin Adv Sci (Weinh) Research Articles Prostate cancer (PCa) is a complex disease. An ongoing accumulation of mutations results in increased genetic diversity, with the tumor acquiring distinct subclones. However, non‐genetic intra‐tumoral heterogeneity, the cellular differentiation state and the interplay between subclonal evolution and transcriptional heterogeneity are poorly understood. Here, the authors perform single‐cell RNA sequencing from 14 untreated PCa patients. They create an extensive cell atlas of the PCa patients and mapped developmental states onto tumor subclonal evolution. They identify distinct subclones across PCa patients and then stratify tumor cells into four transcriptional subtypes, EMT‐like (subtype 0), luminal A‐like (subtype 1), luminal B/C‐like (subtype 2), and basal‐like (subtype 3). These subtypes are hierarchically organized into stem cell‐like and differentiated status. Strikingly, multiple subclones within a single primary tumor present with distinct combinations of preferential subtypes. In addition, subclones show different communication strengths with other cell types within the tumor ecosystem, which may modulate the distinct transcriptional subtypes of the subclones. Notably, by integrating TCGA data, they discover that both tumor cell transcriptional heterogeneity and cellular ecosystem diversity correlate with features of a poor prognosis. Collectively, their study provides the analysis of subclonal and transcriptional heterogeneity and its implication for patient prognosis. John Wiley and Sons Inc. 2022-03-24 /pmc/articles/PMC9131431/ /pubmed/35322584 http://dx.doi.org/10.1002/advs.202105530 Text en © 2022 The Authors. Advanced Science published by Wiley‐VCH GmbH https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Articles Ge, Guangzhe Han, Yang Zhang, Jianye Li, Xinxin Liu, Xiaodan Gong, Yanqing Lei, Zhentao Wang, Jie Zhu, Weijie Xu, Yangyang Peng, Yiji Deng, Jianhua Zhang, Bao Li, Xuesong Zhou, Liqun He, Huiying Ci, Weimin Single‐Cell RNA‐seq Reveals a Developmental Hierarchy Super‐Imposed Over Subclonal Evolution in the Cellular Ecosystem of Prostate Cancer |
title | Single‐Cell RNA‐seq Reveals a Developmental Hierarchy Super‐Imposed Over Subclonal Evolution in the Cellular Ecosystem of Prostate Cancer |
title_full | Single‐Cell RNA‐seq Reveals a Developmental Hierarchy Super‐Imposed Over Subclonal Evolution in the Cellular Ecosystem of Prostate Cancer |
title_fullStr | Single‐Cell RNA‐seq Reveals a Developmental Hierarchy Super‐Imposed Over Subclonal Evolution in the Cellular Ecosystem of Prostate Cancer |
title_full_unstemmed | Single‐Cell RNA‐seq Reveals a Developmental Hierarchy Super‐Imposed Over Subclonal Evolution in the Cellular Ecosystem of Prostate Cancer |
title_short | Single‐Cell RNA‐seq Reveals a Developmental Hierarchy Super‐Imposed Over Subclonal Evolution in the Cellular Ecosystem of Prostate Cancer |
title_sort | single‐cell rna‐seq reveals a developmental hierarchy super‐imposed over subclonal evolution in the cellular ecosystem of prostate cancer |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9131431/ https://www.ncbi.nlm.nih.gov/pubmed/35322584 http://dx.doi.org/10.1002/advs.202105530 |
work_keys_str_mv | AT geguangzhe singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT hanyang singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT zhangjianye singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT lixinxin singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT liuxiaodan singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT gongyanqing singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT leizhentao singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT wangjie singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT zhuweijie singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT xuyangyang singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT pengyiji singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT dengjianhua singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT zhangbao singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT lixuesong singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT zhouliqun singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT hehuiying singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer AT ciweimin singlecellrnaseqrevealsadevelopmentalhierarchysuperimposedoversubclonalevolutioninthecellularecosystemofprostatecancer |