Single-cell transcriptome analysis reveals tumor immune microenvironment heterogenicity and granulocytes enrichment in colorectal cancer liver metastases

被引:128
|
作者
Zhang, Yunbin [1 ,2 ]
Song, Jingjing [3 ,4 ]
Zhao, Zhongwei [3 ,4 ]
Yang, Mengxuan [5 ,6 ]
Chen, Ming [7 ]
Liu, Chenglong [5 ,6 ]
Ji, Jiansong [3 ,4 ]
Zhu, Di [5 ,6 ]
机构
[1] Cent Hosp Minhang Dist, Shanghai, Peoples R China
[2] Chinese Acad Sci, Shanghai Inst Biol Sci, Shanghai 200031, Peoples R China
[3] Zhejiang Univ, Wenzhou Med Univ, Key Lab Imaging Diag & Minimally Invas Intervent, Affiliated Lishui Hosp,Affiliated Hosp 5,Cent Hos, Lishui 323000, Peoples R China
[4] Zhejiang Univ, Wenzhou Med Univ, Cent Hosp Zhejiang Lishui, Affiliated Lishui Hosp,Affiliated Hosp 5,Dept Rad, Lishui 323000, Peoples R China
[5] Fudan Univ, Minhang Hosp, Dept Pharmacol, Shanghai 201203, Peoples R China
[6] Fudan Univ, Sch Pharm, Shanghai 201203, Peoples R China
[7] Yangzhou Univ, Affiliated Hosp 6, Dept Lab Med, Taizhou 225400, Jiangsu, Peoples R China
关键词
Colorectal cancer; Liver metastasis; Single cell sequencing; Microenvironment; Wnt signalling pathway; LUNG METASTASIS; BREAST-CANCER; NEUTROPHILS; PROMOTES; MECHANISMS; ANGIOGENESIS; ACCUMULATION; DISEASE; SPARCL1;
D O I
10.1016/j.canlet.2019.10.016
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Colorectal cancer (CRC) is among the top 3 leading causes of cancer-related deaths, and tumor malignant progression and metastases contribute to the high mortality of advanced CRC. Immune components in the tumor microenvironment can modulate tumor progression and are attractive therapeutic targets. Recently, intra-tumor mutational diversification of colorectal cancer cells at the single cell level was conducted. However, single cell transcriptome analysis of the microenvironment composition and characteristics in CRC liver metastases has yet to be performed. In this study, samples of liver metastasis cancer tissue and adjacent tissue from CRC patients were examined by single cell RNA sequencing. A total of 12 clusters corresponding to 6 cell types, including cancer cells, T cells, myeloid cells, endothelial cells, fibroblasts and B cells, were identified. Expression clustering of 445 cell cluster deregulated genes (CCDGs) identified 6 gene modules and functional enrichment was conducted to analyse the pathways in cancer cell and T cell populations. Next, the clinical significance of the expression of 93 cell cluster specifically deregulated genes (CCSDGs) in tumor-infiltrating immune cells and the correlation of the expression of these genes with patients' survival rates were investigated with the TCGA dataset. Then, the mechanisms for increased proportion of granulocytes in the cancer sample were explored, and abnormal ferroptosis-mediated granulocyte cell death was proposed. Finally, the Wnt signalling pathway was found to be activated and promote granulocytes migration. This single cell RNA sequencing study may shed light on the tumor microenvironment composition and pave the way for CRC liver metastasis therapy.
引用
收藏
页码:84 / 94
页数:11
相关论文
共 50 条
  • [1] Single-cell transcriptome analysis reveals tumoral microenvironment heterogenicity and hypervascularization in human carotid body tumor
    Cai, Gaopo
    Hua, Zhaohui
    Zhang, Linfeng
    Chen, Yutian
    Li, Xu
    Ma, Ke
    Xia, Zongping
    Li, Zhen
    JOURNAL OF CELLULAR PHYSIOLOGY, 2024, 239 (04)
  • [2] Single-cell transcriptome analysis reveals T population heterogeneity and functions in tumor microenvironment of colorectal cancer metastases
    Zhuang, Jing
    Qu, Zhanbo
    Chu, Jian
    Wang, Jingjing
    Wu, Yinhang
    Fan, Zhiqing
    Song, Yifei
    Han, Shuwen
    Ru, Lixin
    Zhao, Hui
    HELIYON, 2023, 9 (07)
  • [3] Single-cell transcriptome analysis of tumor immune microenvironment characteristics in colorectal cancer liver metastasis
    Geng, Yiting
    Feng, Jun
    Huang, Hao
    Wang, Ying
    Yi, Xing
    Wei, Shanshan
    Zhang, Mingyue
    Li, Zhong
    Wang, Wei
    Hu, Wenwei
    ANNALS OF TRANSLATIONAL MEDICINE, 2022, 10 (21)
  • [4] Single-cell transcriptome analysis reveals heterogeneity and convergence of the tumor microenvironment in colorectal cancer
    Xie, Siyuan
    Cai, Yangke
    Chen, Delong
    Xiang, Yu
    Cai, Wen
    Mao, Jianshan
    Ye, Jun
    FRONTIERS IN IMMUNOLOGY, 2023, 13
  • [5] Comparative analysis of single-cell transcriptome reveals heterogeneity and commonality in the immune microenvironment of colorectal cancer and inflammatory bowel disease
    Lv, Hongchao
    Mu, Yu
    Zhang, Chen
    Zhao, Meiqi
    Jiang, Ping
    Xiao, Shan
    Sun, Haiming
    Wu, Nan
    Sun, Donglin
    Jin, Yan
    FRONTIERS IN IMMUNOLOGY, 2024, 15
  • [6] Single-cell transcriptional profiling reveals the heterogenicity in colorectal cancer
    Dai, Weier
    Zhou, Fangbin
    Tang, Donge
    Lin, Liewen
    Zou, Chang
    Tan, Wenyong
    Dai, Yong
    MEDICINE, 2019, 98 (34)
  • [7] Comparative analysis of single-cell transcriptome reveals heterogeneity in the tumor microenvironment of lung adenocarcinoma and brain metastases
    Liang, Jialu
    Liang, Ruihao
    Lei, Kai
    Huang, Jing
    Lin, Huayue
    Wang, Minghui
    DISCOVER ONCOLOGY, 2023, 14 (01)
  • [8] Investigating the Cell Origin and Liver Metastasis Factors of Colorectal Cancer by Single-Cell Transcriptome Analysis
    Sha, Zhilin
    Gao, Qingxiang
    Wang, Lei
    An, Ni
    Wu, Yingjun
    Wei, Dong
    Wang, Tong
    Liu, Chen
    Shen, Yang
    ONCOTARGETS AND THERAPY, 2024, 17 : 345 - 358
  • [9] Implications of single-cell immune landscape of tumor microenvironment for the colorectal cancer diagnostics and therapy
    Alzamami, Ahmad
    MEDICAL ONCOLOGY, 2023, 40 (12)
  • [10] Single-cell and spatial transcriptome analysis reveals the cellular heterogeneity of liver metastatic colorectal cancer
    Wang, Fei
    Long, Jie
    Li, Liang
    Wu, Zi-Xin
    Da, Tian -Tian
    Wang, Xiao-Qing
    Huang, Chuan
    Jiang, Yi-Hua
    Yao, Xue-Qing
    Ma, Hai-Qing
    Lian, Zhe-Xiong
    Zhao, Zhi-Bin
    Cao, Jie
    SCIENCE ADVANCES, 2023, 9 (24)