Tumour heterogeneity and intercellular networks of nasopharyngeal carcinoma at single cell resolution

被引:195
作者
Liu, Yang [1 ]
He, Shuai [1 ,2 ,3 ]
Wang, Xi-Liang [4 ]
Peng, Wan [1 ]
Chen, Qiu-Yan [1 ]
Chi, Dong-Mei [1 ,5 ]
Chen, Jie-Rong [1 ,6 ]
Han, Bo-Wei [1 ]
Lin, Guo-Wang [1 ,7 ]
Li, Yi-Qi [1 ]
Wang, Qian-Yu [1 ]
Peng, Rou-Jun [1 ]
Wei, Pan-Pan [1 ]
Guo, Xiang [1 ]
Li, Bo [8 ,9 ]
Xia, Xiaojun [1 ]
Mai, Hai-Qiang [1 ]
Hu, Xue-Da [4 ]
Zhang, Zemin [4 ,10 ]
Zeng, Yi-Xin [1 ]
Bei, Jin-Xin [1 ,2 ,3 ]
机构
[1] Sun Yat Sen Univ Canc Ctr, Collaborat Innovat Ctr Canc Med, State Key Lab Oncol South China, Guangdong Key Lab Nasopharyngeal Carcinoma Diag &, Guangzhou 510060, Peoples R China
[2] Sun Yat Sen Univ, Affiliated Hosp 8, Shenzhen 518033, Peoples R China
[3] Sun Yat Sen Univ, Ctr Precis Med, Guangzhou 510080, Peoples R China
[4] Peking Univ, Beijing Adv Innovat Ctr Genom, Sch Life Sci, BIOPIC, Beijing 100871, Peoples R China
[5] Sun Yat Sen Univ Canc Ctr, Dept Anesthesiol, Guangzhou 510060, Peoples R China
[6] Guangdong Acad Med Sci, Guangdong Gen Hosp, Guangzhou 510080, Peoples R China
[7] Southern Med Univ, Zhujiang Hosp, Dept Lab Med, Guangzhou 510282, Guangdong, Peoples R China
[8] Sun Yat Sen Univ, Zhongshan Sch Med, Dept Biochem & Mol Biol, Guangzhou 510080, Peoples R China
[9] Sun Yat Sen Univ, Sun Yat Sen Mem Hosp, RNA Biomed Inst, Guangzhou 510120, Peoples R China
[10] Peking Univ, Acad Adv Interdisciplinary Studies, Peking Tsinghua Ctr Life Sci, Beijing 100871, Peoples R China
基金
国家高技术研究发展计划(863计划);
关键词
REGULATORY T-CELLS; ANTITUMOR-ACTIVITY; DENDRITIC CELLS; CANCER; EBV; LANDSCAPE; MICROENVIRONMENT; MULTICENTER; RECONSTRUCTION; CHEMOTHERAPY;
D O I
10.1038/s41467-021-21043-4
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
The heterogeneous nature of tumour microenvironment (TME) underlying diverse treatment responses remains unclear in nasopharyngeal carcinoma (NPC). Here, we profile 176,447 cells from 10 NPC tumour-blood pairs, using single-cell transcriptome coupled with T cell receptor sequencing. Our analyses reveal 53 cell subtypes, including tumour-infiltrating CD8(+) T, regulatory T (Treg), and dendritic cells (DCs), as well as malignant cells with different Epstein-Barr virus infection status. Trajectory analyses reveal exhausted CD8(+) T and immune-suppressive TNFRSF4(+) Treg cells in tumours might derive from peripheral CX3CR1(+)CD8(+) T and naive Treg cells, respectively. Moreover, we identify immune-regulatory and tolerogenic LAMP3(+) DCs. Noteworthily, we observe intensive inter-cell interactions among LAMP3(+) DCs, Treg, exhausted CD8(+) T, and malignant cells, suggesting potential cross-talks to foster an immune-suppressive niche for the TME. Collectively, our study uncovers the heterogeneity and interacting molecules of the TME in NPC at single-cell resolution, which provide insights into the mechanisms underlying NPC progression and the development of precise therapies for NPC. Nasopharyngeal carcinoma is a diverse cancer characterised by a heterogeneous microenvironment. Here, the authors use single cell sequencing to analyse the tumour microenvironment in 10 nasopharyngeal carcinoma tumours and identify different cell types including immune-suppressive T regulatory, tolerogenic dendritic, and exhausted CD8 T cells.
引用
收藏
页数:18
相关论文
共 77 条
[1]   HTSeq-a Python']Python framework to work with high-throughput sequencing data [J].
Anders, Simon ;
Pyl, Paul Theodor ;
Huber, Wolfgang .
BIOINFORMATICS, 2015, 31 (02) :166-169
[2]   Consensus nomenclature for CD8+ T cell phenotypes in cancer [J].
Apetoh, Lionel ;
Smyth, Mark J. ;
Drake, Charles G. ;
Abastado, Jean-Pierre ;
Apte, Ron N. ;
Ayyoub, Maha ;
Blay, Jean-Yves ;
Bonneville, Marc ;
Butterfield, Lisa H. ;
Caignard, Anne ;
Castelli, Chiara ;
Cavallo, Federica ;
Celis, Esteban ;
Chen, Lieping ;
Colombo, Mario P. ;
Comin-Anduix, Begona ;
Coukos, Georges ;
Dhodapkar, Madhav V. ;
Dranoff, Glenn ;
Frazer, Ian H. ;
Fridman, Wolf-Herve ;
Gabrilovich, Dmitry I. ;
Gilboa, Eli ;
Gnjatic, Sacha ;
Jaeger, Dirk ;
Kalinski, Pawel ;
Kaufman, Howard L. ;
Kiessling, Rolf ;
Kirkwood, John ;
Knuth, Alexander ;
Liblau, Roland ;
Lotze, Michael T. ;
Lugli, Enrico ;
Marincola, Francesco ;
Melero, Ignacio ;
Melief, Cornelis J. ;
Mempel, Thorsten R. ;
Mittendorf, Elizabeth A. ;
Odun, Kunle ;
Overwijk, Willem W. ;
Palucka, Anna Karolina ;
Parmiani, Giorgio ;
Ribas, Antoni ;
Romero, Pedro ;
Schreiber, Robert D. ;
Schuler, Gerold ;
Srivastava, Pramod K. ;
Tartour, Eric ;
Valmori, Danila ;
van der Burg, Sjoerd H. .
ONCOIMMUNOLOGY, 2015, 4 (04)
[3]   Single-Cell Map of Diverse Immune Phenotypes in the Breast Tumor Microenvironment [J].
Azizi, Elham ;
Carr, Ambrose J. ;
Plitas, George ;
Cornish, Andrew E. ;
Konopacki, Catherine ;
Prabhakaran, Sandhya ;
Nainys, Juozas ;
Wu, Kenmin ;
Kiseliovas, Vaidotas ;
Setty, Manu ;
Choi, Kristy ;
Fromme, Rachel M. ;
Phuong Dao ;
McKenney, Peter T. ;
Wasti, Ruby C. ;
Kadaveru, Krishna ;
Mazutis, Linas ;
Rudensky, Alexander Y. ;
Pe'er, Dana .
CELL, 2018, 174 (05) :1293-+
[4]   VDJdb in 2019: database extension, new analysis infrastructure and a T-cell receptor motif compendium [J].
Bagaev, Dmitry, V ;
Vroomans, Renske M. A. ;
Samir, Jerome ;
Stervbo, Ulrik ;
Rius, Cristina ;
Dolton, Garry ;
Greenshields-Watson, Alexander ;
Attaf, Meriem ;
Egorov, Evgeny S. ;
Zvyagin, Ivan, V ;
Babel, Nina ;
Cole, David K. ;
Godkin, Andrew J. ;
Sewell, Andrew K. ;
Kesmir, Can ;
Chudakov, Dmitriy M. ;
Luciani, Fabio ;
Shugay, Mikhail .
NUCLEIC ACIDS RESEARCH, 2020, 48 (D1) :D1057-D1062
[5]   CCR8+FOXp3+ Treg cells as master drivers of immune regulation [J].
Barsheshet, Yiftah ;
Wildbaum, Gizi ;
Levy, Eran ;
Vitenshtein, Alon ;
Akinseye, Chika ;
Griggs, Jeremy ;
Lira, Sergio A. ;
Karin, Nathan .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2017, 114 (23) :6086-6091
[6]  
Bei-Lab, 2020, Zenodo, DOI 10.5281/ZENODO.4287763
[7]   Multicenter, phase II study of cetuximab in combination with carboplatin in patients with recurrent or metastatic nasopharyngeal carcinoma [J].
Chan, ATC ;
Hsu, MM ;
Goh, BC ;
Hui, EP ;
Liu, TW ;
Millward, MJ ;
Hong, RL ;
Whang-Peng, J ;
Ma, BBY ;
To, KF ;
Mueser, M ;
Amellal, N ;
Lin, X ;
Chang, AY .
JOURNAL OF CLINICAL ONCOLOGY, 2005, 23 (15) :3568-3576
[8]   Regulatory T Cells in the Tumor Microenvironment and Cancer Progression: Role and Therapeutic Targeting [J].
Chaudhary, Belal ;
Elkord, Eyad .
VACCINES, 2016, 4 (03)
[9]   Single-cell transcriptomics reveals regulators underlying immune cell diversity and immune subtypes associated with prognosis in nasopharyngeal carcinoma [J].
Chen, Yu-Pei ;
Yin, Jian-Hua ;
Li, Wen-Fei ;
Li, Han-Jie ;
Chen, Dong-Ping ;
Zhang, Cui-Juan ;
Lv, Jia-Wei ;
Wang, Ya-Qin ;
Li, Xiao-Min ;
Li, Jun-Yan ;
Zhang, Pan-Pan ;
Li, Ying-Qin ;
He, Qing-Mei ;
Yang, Xiao-Jing ;
Lei, Yuan ;
Tang, Ling-Long ;
Zhou, Guan-Qun ;
Mao, Yan-Ping ;
Wei, Chen ;
Xiong, Ke-Xu ;
Zhang, Hong-Bo ;
Zhu, Shi-Da ;
Hou, Yong ;
Sun, Ying ;
Dean, Michael ;
Amit, Ido ;
Wu, Kui ;
Kuang, Dong-Ming ;
Li, Gui-Bo ;
Liu, Na ;
Ma, Jun .
CELL RESEARCH, 2020, 30 (11) :1024-1042
[10]   Nasopharyngeal carcinoma [J].
Chen, Yu-Pei ;
Chan, Anthony T. C. ;
Quynh-Thu Le ;
Blanchard, Pierre ;
Sun, Ying ;
Ma, Jun .
LANCET, 2019, 394 (10192) :64-80