Single-cell profiling reveals the metastasis-associated immune signature of hepatocellular carcinoma

被引:2
|
作者
Zhong, Deyuan [1 ,2 ]
Shi, Ying [2 ]
Ma, Wenzhe [3 ]
Liang, Yuxin [1 ,2 ]
Liu, Hanjie [1 ]
Qin, Yingying [1 ]
Zhang, Lu [4 ]
Yang, Qinyan [1 ]
Huang, Xiaolun [1 ,2 ]
Lu, Yuanjun [4 ]
Shang, Jin [1 ,4 ]
机构
[1] Univ Elect Sci & Technol China, Affiliated Canc Hosp, Sichuan Canc Hosp & Inst, Liver Transplantat Ctr & HBP Surg,Sichuan Canc Ctr, Chengdu, Peoples R China
[2] Univ Elect Sci & Technol China, Sch Med, Chengdu, Sichuan, Peoples R China
[3] Macau Univ Sci & Technol, State Key Lab Qual Res Chinese Med, Macau, Peoples R China
[4] Univ Elect Sci & Technol China, Sichuan Canc Hosp & Inst, Affiliated Canc Hosp, Sichuan Canc Ctr,Sichuan Clin Res Ctr Canc, Chengdu, Peoples R China
关键词
dendritic cells; hepatocellular carcinoma; metastasis; single cell RNA sequencing; Treg cells; tumor immune microenvironment; REGULATORY T-CELLS; EXPRESSION; LANDSCAPE; SURVIVAL; LAMP3; CCR7;
D O I
10.1002/iid3.1264
中图分类号
R392 [医学免疫学]; Q939.91 [免疫学];
学科分类号
100102 ;
摘要
AimMetastasis is the leading cause of mortality in hepatocellular carcinoma (HCC). The metastasis-associated immune signature in HCC is worth exploring.MethodsBioinformatic analysis was conducted based on the single-cell transcriptome data derived from HCC patients in different stages. Cellular composition, pseudotime state transition, and cell-cell interaction were further analyzed and verified.ResultsGenerally, HCC with metastasis exhibited suppressive immune microenvironment, while HCC without metastasis exhibited active immune microenvironment. Concretely, effector regulatory T cells (eTregs) were found to be enriched in HCC with metastasis. PHLDA1 was identified as one of exhaustion-specific genes and verified to be associated with worse prognosis in HCC patients. Moreover, A novel cluster of CCR7+ dendritic cells (DCs) was identified with high expression of maturation and migration marker genes. Pseudotime analysis showed that inhibition of differentiation occurred in CCR7+ DCs rather than cDC1 in HCC with metastasis. Furthermore, interaction analysis showed that the reduction of CCR7+ DCs lead to impaired CCR7/CCL19 interaction in HCC with metastasis.ConclusionsHCC with metastasis exhibited upregulation of exhaustion-specific genes of eTregs and inhibition of CCL signal of a novel DC cluster, which added new dimensions to the immune landscape and provided new immune therapeutic targets in advanced HCC. Bioinformatic analysis based on single-cell transcriptome data was conducted to explore the landscape of the metastasis-related signature of immune cells. Impaired maturation of dendritic cells and enhanced immunosuppression of Treg cells were the main metastasis-related features of HCC. image
引用
收藏
页数:13
相关论文
共 50 条
  • [21] Integrating bulk and single-cell RNA sequencing reveals cellular heterogeneity and immune infiltration in hepatocellular carcinoma
    Wang, Tingjie
    Dang, Ningxin
    Tang, Guangbo
    Li, Zihang
    Li, Xiujuan
    Shi, Bingyin
    Xu, Zhong
    Li, Lei
    Yang, Xiaofei
    Xu, Chuanrui
    Ye, Kai
    MOLECULAR ONCOLOGY, 2022, 16 (11) : 2195 - 2213
  • [22] Single-cell analysis reveals cancer stem cell heterogeneity in hepatocellular carcinoma
    Zheng, Hongping
    Pomyen, Yotsawat
    Hernandez, Maria Olga
    Li, Caiyi
    Livak, Ferenc
    Tang, Wei
    Dang, Hien
    Greten, Tim F.
    Davis, Jeremy L.
    Zhao, Yongmei
    Mehta, Monika
    Levin, Yelena
    Shetty, Jyoti
    Tran, Bao
    Budhu, Anuradha
    Wang, Xin Wei
    HEPATOLOGY, 2018, 68 (01) : 127 - 140
  • [23] Single-cell transcriptomics reveals regulators underlying immune cell diversity and immune subtypes associated with prognosis in nasopharyngeal carcinoma
    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
  • [24] Identification and validation of novel signature associated with hepatocellular carcinoma prognosis using Single-cell and WGCNA analysis
    Song, Hang
    Ge, Yang
    Xu, Jing
    Shen, Rui
    Zhang, Peng-cheng
    Wang, Guo-quan
    Liu, Bin
    INTERNATIONAL JOURNAL OF MEDICAL SCIENCES, 2023, 20 (07): : 870 - 887
  • [25] Single-cell transcriptomics reveals regulators underlying immune cell diversity and immune subtypes associated with prognosis in nasopharyngeal carcinoma
    Yu-Pei Chen
    Jian-Hua Yin
    Wen-Fei Li
    Han-Jie Li
    Dong-Ping Chen
    Cui-Juan Zhang
    Jia-Wei Lv
    Ya-Qin Wang
    Xiao-Min Li
    Jun-Yan Li
    Pan-Pan Zhang
    Ying-Qin Li
    Qing-Mei He
    Xiao-Jing Yang
    Yuan Lei
    Ling-Long Tang
    Guan-Qun Zhou
    Yan-Ping Mao
    Chen Wei
    Ke-Xu Xiong
    Hong-Bo Zhang
    Shi-Da Zhu
    Yong Hou
    Ying Sun
    Michael Dean
    Ido Amit
    Kui Wu
    Dong-Ming Kuang
    Gui-Bo Li
    Na Liu
    Jun Ma
    Cell Research, 2020, 30 : 1024 - 1042
  • [26] High-dimensional single-cell analysis reveals the immune signature of narcolepsy
    Hartmann, Felix J.
    Bernard-Valnet, Raphael
    Queriault, Clemence
    Mrdjen, Dunja
    Weber, Lukas M.
    Galli, Edoardo
    Krieg, Carsten
    Robinson, Mark D.
    Xuan-Hung Nguyen
    Dauvilliers, Yves
    Liblau, Roland S.
    Becher, Burkhard
    JOURNAL OF EXPERIMENTAL MEDICINE, 2016, 213 (12): : 2621 - 2633
  • [27] Construction of a metastasis-associated ceRNA network reveals a prognostic signature in lung cancer
    Cao, Qing
    Dong, Zewen
    Liu, Shuzhen
    An, Guoyan
    Yan, Bianbian
    Lei, Lei
    CANCER CELL INTERNATIONAL, 2020, 20 (01)
  • [28] Single-cell mapping reveals several immune subsets associated with liver metastasis of pancreatic ductal adenocarcinoma
    Zhang, Ze
    Zhu, Xiao-Qian
    Yang, Feng
    Lai, Nan-Nan
    Zhu, Le
    Cole, Kathryn
    Hu, Bei-Yuan
    Li, Tian-En
    Zhu, Ying
    Zhang, Lu-Min
    Wang, Shun
    Zheng, Yan
    Mao, Huarong
    Zhao, Yue
    Bruns, Christiane
    Vago, Razi
    Tu, Bo
    Wong, Jason W. H.
    Fu, De-Lian
    Qin, Lun-Xiu
    Dong, Qiong-Zhu
    MED, 2023, 4 (10): : 728 - +
  • [29] Construction of a metastasis-associated ceRNA network reveals a prognostic signature in lung cancer
    Qing Cao
    Zewen Dong
    Shuzhen Liu
    Guoyan An
    Bianbian Yan
    Lei Lei
    Cancer Cell International, 20
  • [30] Single-Cell Sequencing of Hepatocellular Carcinoma Reveals Cell Interactions and Cell Heterogeneity in the Microenvironment
    Li, Xinyao
    Wang, Lei
    Wang, Liusong
    Feng, Zanjie
    Peng, Cijun
    INTERNATIONAL JOURNAL OF GENERAL MEDICINE, 2021, 14 : 10141 - 10153