Dissecting spatial heterogeneity and the immune-evasion mechanism of CTCs by single-cell RNA-seq in hepatocellular carcinoma

被引:153
作者
Sun, Yun-Fan [1 ,2 ]
Wu, Liang [3 ,4 ,5 ]
Liu, Shi-Ping [3 ,5 ]
Jiang, Miao-Miao [3 ,6 ,7 ]
Hu, Bo [1 ,2 ]
Zhou, Kai-Qian [1 ,2 ]
Guo, Wei [8 ]
Xu, Yang [1 ,2 ]
Zhong, Yu [3 ,5 ]
Zhou, Xiao-Rui [3 ,4 ]
Zhang, Ze-Fan [1 ,2 ]
Liu, Geng [3 ]
Liu, Sheng [3 ,4 ]
Shi, Ying-Hong [1 ,2 ]
Ji, Yuan [9 ]
Du, Min [9 ]
Li, Nan-Nan [3 ,5 ]
Li, Gui-Bo [3 ,5 ]
Zhao, Zhi-Kun [3 ]
Huang, Xiao-Yun [3 ]
Xu, Li-Qin [3 ,5 ]
Yu, Qi-Chao [3 ,5 ]
Peng, David H. [10 ]
Qiu, Shuang-Jian [1 ,2 ]
Sun, Hui-Chuan [1 ,2 ]
Dean, Michael [11 ]
Wang, Xiang-Dong [12 ]
Chung, Wen-Yuan [13 ]
Dennison, Ashley R. [13 ]
Zhou, Jian [1 ,2 ,14 ]
Hou, Yong [14 ]
Fan, Jia [14 ]
Yang, Xin-Rong [1 ,2 ]
机构
[1] Fudan Univ, Liver Canc Inst, Zhongshan Hosp, Dept Liver Surg & Transplantat, Shanghai, Peoples R China
[2] Minist Educ, Key Lab Carcinogenesis & Canc Invas, Shanghai, Peoples R China
[3] BGI Shenzhen, Shenzhen, Peoples R China
[4] Univ Chinese Acad Sci UCAS, BGI Educ Ctr, Shenzhen, Peoples R China
[5] BGI Shenzhen, Shenzhen Key Lab Single Cell Omics, Shenzhen, Peoples R China
[6] Southeast Univ, State Key Lab Bioelect, Nanjing, Peoples R China
[7] Southeast Univ, Sch Biol Sci & Med Engn, Nanjing, Peoples R China
[8] Fudan Univ, Dept Lab Med, Zhongshan Hosp, Shanghai, Peoples R China
[9] Fudan Univ, Zhongshan Hosp, Dept Pathol, Shanghai, Peoples R China
[10] Dunwill Med Tech, Shanghai, Peoples R China
[11] NCI, Lab Translat Genom, Div Canc Epidemiol & Genet, Rockville, MD USA
[12] Fudan Univ, Shanghai Inst Clin Bioinformat, Ctr Clin Bioinformat, Zhongshan Hosp,Inst Clin Sci, Shanghai, Peoples R China
[13] Univ Hosp Leicester NHS Trust, Dept Hepatobiliary & Pancreat Surg, Leicester, Leics, England
[14] Fudan Univ, BGI, Zhongshan Hosp, Zhong Hua Precis Med Ctr, Shanghai, Peoples R China
基金
中国国家自然科学基金; 美国国家卫生研究院;
关键词
CIRCULATING TUMOR-CELLS; REGULATORY T-CELLS; POOR-PROGNOSIS; CLINICAL-SIGNIFICANCE; EXPRESSION ANALYSIS; GENE-EXPRESSION; CANCER; METASTASIS; RECURRENCE; BIOMARKERS;
D O I
10.1038/s41467-021-24386-0
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
Little is known about the transcriptomic plasticity and adaptive mechanisms of circulating tumor cells (CTCs) during hematogeneous dissemination. Here we interrogate the transcriptome of 113 single CTCs from 4 different vascular sites, including hepatic vein (HV), peripheral artery (PA), peripheral vein (PV) and portal vein (PoV) using single-cell full-length RNA sequencing in hepatocellular carcinoma (HCC) patients. We reveal that the transcriptional dynamics of CTCs were associated with stress response, cell cycle and immune-evasion signaling during hematogeneous transportation. Besides, we identify chemokine CCL5 as an important mediator for CTC immune evasion. Mechanistically, overexpression of CCL5 in CTCs is transcriptionally regulated by p38-MAX signaling, which recruites regulatory T cells (Tregs) to facilitate immune escape and metastatic seeding of CTCs. Collectively, our results reveal a previously unappreciated spatial heterogeneity and an immune-escape mechanism of CTC, which may aid in designing new anti-metastasis therapeutic strategies in HCC. Circulating tumour cells can be useful for monitoring disease progression but how they survive in the circulatory system is unclear. Here, the authors use single-cell sequencing of circulating tumour cells from multiple vascular sites in liver cancer patients and identify genes that may help the cells survive.
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页数:14
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