Cargando…

Comprehensive single-cell sequencing reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of nasopharyngeal carcinoma

The tumor microenvironment (TME) of nasopharyngeal carcinoma (NPC) harbors a heterogeneous and dynamic stromal population. A comprehensive understanding of this tumor-specific ecosystem is necessary to enhance cancer diagnosis, therapeutics, and prognosis. However, recent advances based on bulk RNA...

Descripción completa

Detalles Bibliográficos
Autores principales: Gong, Lanqi, Kwong, Dora Lai-Wan, Dai, Wei, Wu, Pingan, Li, Shanshan, Yan, Qian, Zhang, Yu, Zhang, Baifeng, Fang, Xiaona, Liu, Li, Luo, Min, Liu, Beilei, Chow, Larry Ka-Yue, Chen, Qingyun, Huang, Jinlin, Lee, Victor Ho-Fun, Lam, Ka-On, Lo, Anthony Wing-Ip, Chen, Zhiwei, Wang, Yan, Lee, Anne Wing-Mui, Guan, Xin-Yuan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7943808/
https://www.ncbi.nlm.nih.gov/pubmed/33750785
http://dx.doi.org/10.1038/s41467-021-21795-z
_version_ 1783662570437083136
author Gong, Lanqi
Kwong, Dora Lai-Wan
Dai, Wei
Wu, Pingan
Li, Shanshan
Yan, Qian
Zhang, Yu
Zhang, Baifeng
Fang, Xiaona
Liu, Li
Luo, Min
Liu, Beilei
Chow, Larry Ka-Yue
Chen, Qingyun
Huang, Jinlin
Lee, Victor Ho-Fun
Lam, Ka-On
Lo, Anthony Wing-Ip
Chen, Zhiwei
Wang, Yan
Lee, Anne Wing-Mui
Guan, Xin-Yuan
author_facet Gong, Lanqi
Kwong, Dora Lai-Wan
Dai, Wei
Wu, Pingan
Li, Shanshan
Yan, Qian
Zhang, Yu
Zhang, Baifeng
Fang, Xiaona
Liu, Li
Luo, Min
Liu, Beilei
Chow, Larry Ka-Yue
Chen, Qingyun
Huang, Jinlin
Lee, Victor Ho-Fun
Lam, Ka-On
Lo, Anthony Wing-Ip
Chen, Zhiwei
Wang, Yan
Lee, Anne Wing-Mui
Guan, Xin-Yuan
author_sort Gong, Lanqi
collection PubMed
description The tumor microenvironment (TME) of nasopharyngeal carcinoma (NPC) harbors a heterogeneous and dynamic stromal population. A comprehensive understanding of this tumor-specific ecosystem is necessary to enhance cancer diagnosis, therapeutics, and prognosis. However, recent advances based on bulk RNA sequencing remain insufficient to construct an in-depth landscape of infiltrating stromal cells in NPC. Here we apply single-cell RNA sequencing to 66,627 cells from 14 patients, integrated with clonotype identification on T and B cells. We identify and characterize five major stromal clusters and 36 distinct subpopulations based on genetic profiling. By comparing with the infiltrating cells in the non-malignant microenvironment, we report highly representative features in the TME, including phenotypic abundance, genetic alternations, immune dynamics, clonal expansion, developmental trajectory, and molecular interactions that profoundly influence patient prognosis and therapeutic outcome. The key findings are further independently validated in two single-cell RNA sequencing cohorts and two bulk RNA-sequencing cohorts. In the present study, we reveal the correlation between NPC-specific characteristics and progression-free survival. Together, these data facilitate the understanding of the stromal landscape and immune dynamics in NPC patients and provides deeper insights into the development of prognostic biomarkers and therapeutic targets in the TME.
format Online
Article
Text
id pubmed-7943808
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-79438082021-03-28 Comprehensive single-cell sequencing reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of nasopharyngeal carcinoma Gong, Lanqi Kwong, Dora Lai-Wan Dai, Wei Wu, Pingan Li, Shanshan Yan, Qian Zhang, Yu Zhang, Baifeng Fang, Xiaona Liu, Li Luo, Min Liu, Beilei Chow, Larry Ka-Yue Chen, Qingyun Huang, Jinlin Lee, Victor Ho-Fun Lam, Ka-On Lo, Anthony Wing-Ip Chen, Zhiwei Wang, Yan Lee, Anne Wing-Mui Guan, Xin-Yuan Nat Commun Article The tumor microenvironment (TME) of nasopharyngeal carcinoma (NPC) harbors a heterogeneous and dynamic stromal population. A comprehensive understanding of this tumor-specific ecosystem is necessary to enhance cancer diagnosis, therapeutics, and prognosis. However, recent advances based on bulk RNA sequencing remain insufficient to construct an in-depth landscape of infiltrating stromal cells in NPC. Here we apply single-cell RNA sequencing to 66,627 cells from 14 patients, integrated with clonotype identification on T and B cells. We identify and characterize five major stromal clusters and 36 distinct subpopulations based on genetic profiling. By comparing with the infiltrating cells in the non-malignant microenvironment, we report highly representative features in the TME, including phenotypic abundance, genetic alternations, immune dynamics, clonal expansion, developmental trajectory, and molecular interactions that profoundly influence patient prognosis and therapeutic outcome. The key findings are further independently validated in two single-cell RNA sequencing cohorts and two bulk RNA-sequencing cohorts. In the present study, we reveal the correlation between NPC-specific characteristics and progression-free survival. Together, these data facilitate the understanding of the stromal landscape and immune dynamics in NPC patients and provides deeper insights into the development of prognostic biomarkers and therapeutic targets in the TME. Nature Publishing Group UK 2021-03-09 /pmc/articles/PMC7943808/ /pubmed/33750785 http://dx.doi.org/10.1038/s41467-021-21795-z Text en © The Author(s) 2021 Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Gong, Lanqi
Kwong, Dora Lai-Wan
Dai, Wei
Wu, Pingan
Li, Shanshan
Yan, Qian
Zhang, Yu
Zhang, Baifeng
Fang, Xiaona
Liu, Li
Luo, Min
Liu, Beilei
Chow, Larry Ka-Yue
Chen, Qingyun
Huang, Jinlin
Lee, Victor Ho-Fun
Lam, Ka-On
Lo, Anthony Wing-Ip
Chen, Zhiwei
Wang, Yan
Lee, Anne Wing-Mui
Guan, Xin-Yuan
Comprehensive single-cell sequencing reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of nasopharyngeal carcinoma
title Comprehensive single-cell sequencing reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of nasopharyngeal carcinoma
title_full Comprehensive single-cell sequencing reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of nasopharyngeal carcinoma
title_fullStr Comprehensive single-cell sequencing reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of nasopharyngeal carcinoma
title_full_unstemmed Comprehensive single-cell sequencing reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of nasopharyngeal carcinoma
title_short Comprehensive single-cell sequencing reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of nasopharyngeal carcinoma
title_sort comprehensive single-cell sequencing reveals the stromal dynamics and tumor-specific characteristics in the microenvironment of nasopharyngeal carcinoma
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7943808/
https://www.ncbi.nlm.nih.gov/pubmed/33750785
http://dx.doi.org/10.1038/s41467-021-21795-z
work_keys_str_mv AT gonglanqi comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT kwongdoralaiwan comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT daiwei comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT wupingan comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT lishanshan comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT yanqian comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT zhangyu comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT zhangbaifeng comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT fangxiaona comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT liuli comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT luomin comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT liubeilei comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT chowlarrykayue comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT chenqingyun comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT huangjinlin comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT leevictorhofun comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT lamkaon comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT loanthonywingip comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT chenzhiwei comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT wangyan comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT leeannewingmui comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma
AT guanxinyuan comprehensivesinglecellsequencingrevealsthestromaldynamicsandtumorspecificcharacteristicsinthemicroenvironmentofnasopharyngealcarcinoma