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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...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2021
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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 |
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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 |
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