Decoding the multicellular ecosystem of vena caval tumor thrombus in clear cell renal cell carcinoma by single-cell RNA sequencing

被引:50
作者
Shi, Yue [1 ,2 ,3 ]
Zhang, Qi [1 ,2 ,3 ]
Bi, Hai [4 ]
Lu, Min [5 ]
Tan, Yezhen [1 ,2 ,3 ]
Zou, Daojia [1 ,2 ,3 ]
Ge, Liyuan [4 ]
Chen, Zhigang [4 ]
Liu, Cheng [4 ]
Ci, Weimin [1 ,2 ,3 ,6 ]
Ma, Lulin [4 ]
机构
[1] Chinese Acad Sci, Beijing Inst Genom, Key Lab Genom & Precis Med, Beijing 100101, Peoples R China
[2] Chinese Acad Sci, China Natl Ctr Bioinformat, Beijing 100101, Peoples R China
[3] Univ Chinese Acad Sci, Beijing 100049, Peoples R China
[4] Peking Univ, Dept Urol, Hosp 3, Beijing 100191, Peoples R China
[5] Peking Univ, Hlth Sci Ctr, Hosp 3, Sch Basic Med Sci,Dept Pathol, Beijing 100191, Peoples R China
[6] Univ Chinese Acad Sci, Inst Stem Cell & Regenerat, Beijing, Peoples R China
基金
中国国家自然科学基金; 国家重点研发计划;
关键词
Tumor thrombus; Clear cell renal cell carcinoma; Single-cell RNA sequencing; Tumor heterogeneity; Tumor microenvironment; MYELOID CELLS; T-CELLS; MANAGEMENT; THERAPY; HETEROGENEITY; LANDSCAPE; SUBSETS; CCRCC;
D O I
10.1186/s13059-022-02651-9
中图分类号
Q81 [生物工程学(生物技术)]; Q93 [微生物学];
学科分类号
071005 ; 0836 ; 090102 ; 100705 ;
摘要
Background Vascular invasion with tumor thrombus frequently occurs in advanced renal cell carcinoma (RCC). Thrombectomy is one of the most challenging surgeries with high rate of perioperative morbidity and mortality. However, the mechanisms driving tumor thrombus formation are poorly understood which is required for designing effective therapy for eliminating tumor thrombus. Results We perform single-cell RNA sequencing analysis of 19 surgical tissue specimens from 8 clear cell renal cell carcinoma (ccRCC) patients with tumor thrombus. We observe tumor thrombus has increased tissue resident CD8(+) T cells with a progenitor exhausted phenotype compared with the matched primary tumors. Remarkably, macrophages, malignant cells, endothelial cells and myofibroblasts from TTs exhibit enhanced remodeling of the extracellular matrix. The macrophages and malignant cells from primary tumors represent proinflammatory states, but also increase the expression of immunosuppressive markers compared to tumor thrombus. Finally, differential gene expression and interaction analyses reveal that tumor-stroma interplay reshapes the extracellular matrix in tumor thrombus associated with poor survival. Conclusions Our comprehensive picture of the ecosystem of ccRCC with tumor thrombus provides deeper insights into the mechanisms of tumor thrombus formation, which may aid in the design of effective neoadjuvant therapy to promote downstaging of tumor thrombus and decrease the perioperative morbidity and mortality of thrombectomy.
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页数:22
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