Spatiotemporal Immune Landscape of Colorectal Cancer Liver Metastasis at Single-Cell Level

被引:495
作者
Wu, Yingcheng [1 ,2 ]
Yang, Shuaixi [1 ,2 ]
Ma, Jiaqiang [1 ,2 ,3 ]
Chen, Zechuan [3 ]
Song, Guohe [1 ,2 ]
Rao, Dongning [1 ,2 ]
Cheng, Yifei [1 ,2 ]
Huang, Siyuan [4 ,5 ]
Liu, Yifei [6 ]
Jiang, Shan [3 ]
Liu, Jinxia [6 ]
Huang, Xiaowu [1 ,2 ]
Wang, Xiaoying [1 ,2 ]
Qiu, Shuangjian [1 ,2 ]
Xu, Jianmin [7 ,8 ,9 ]
Xi, Ruibin [4 ,5 ]
Bai, Fan [10 ]
Zhou, Jian [1 ,2 ]
Fan, Jia [1 ,2 ]
Zhang, Xiaoming [3 ]
Gao, Qiang [1 ,2 ,11 ,12 ]
机构
[1] Fudan Univ, Zhongshan Hosp, Liver Canc Inst, Dept Liver Surg & Transplantat, 180 Fenglin Rd, Shanghai 200032, Peoples R China
[2] Fudan Univ, Liver Canc Inst, Key Lab Carcinogenesis & Canc Invas, Zhongshan Hosp,Minist Educ, Shanghai, Peoples R China
[3] Chinese Acad Sci, Ctr Microbes Dev & Hlth, Key Lab Mol Virol & Immunol, Inst Pasteur Shanghai, Shanghai, Peoples R China
[4] Peking Univ, Sch Math Sci, Beijing, Peoples R China
[5] Peking Univ, Ctr Stat Sci, Beijing, Peoples R China
[6] Nantong Univ, Affiliated Hosp, Sch Med, Nantong, Jiangsu, Peoples R China
[7] Fudan Univ, Dept Colorectal Surg, Zhongshan Hosp, Shanghai, Peoples R China
[8] Fudan Univ, Colorectal Canc Ctr, Zhongshan Hosp, Shanghai, Peoples R China
[9] Fudan Univ, Shanghai Engn Res Ctr Colorectal Canc Minimally I, Shanghai, Peoples R China
[10] Peking Univ, Sch Life Sci, Biomed Pioneering Innovat Ctr BIOPIC, Beijing, Peoples R China
[11] Fudan Univ, Inst Biomed Sci, Key Lab Med Epigenet & Metab, Shanghai, Peoples R China
[12] Fudan Univ, State Key Lab Genet Engn, Shanghai, Peoples R China
基金
中国国家自然科学基金;
关键词
MIGRATION INHIBITORY FACTOR; T-CELLS; GENE; HETEROGENEITY; COLON; CHEMOTHERAPY; ACTIVATION; SURGERY; IMPACT;
D O I
10.1158/2159-8290.CD-21-0316
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Liver metastasis, the leading cause of colorectal cancer mortality, exhibits a highly heterogeneous and suppressive immune microenvironment. Here, we sequenced 97 matched samples by using single-cell RNA sequencing and spatial transcriptomics. Strikingly, the metastatic microenvironment underwent remarkable spatial reprogramming of immunosuppressive cells such as MRCP+ CCL18(+) M2-like macrophages. We further developed scMetabolism, a computational pipeline for quantifying single-cell metabolism, and observed that those macrophages harbored enhanced metabolic activity. Interestingly, neoadjuvant chemotherapy could block this status and restore the antitumor immune balance in responsive patients, whereas the nonresponsive patients deteriorated into a more suppressive one. Our work described the immune evolution of metastasis and uncovered the black box of how tumors respond to neoadjuvant chemotherapy. SIGNIFICANCE: We present a single-cell and spatial atlas of colorectal liver metastasis and found the highly metabolically activated MRCP+ CCL18(+) M2-like macrophages in metastatic sites. Efficient neoadjuvant chemotherapy can slow down such metabolic activation, raising the possibility to target metabolism pathways in metastasis.
引用
收藏
页码:134 / 153
页数:20
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