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
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