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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...

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Autores principales: 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
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
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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.
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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
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