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

被引:489
|
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
相关论文
共 50 条
  • [1] 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)
  • [2] Single-cell profiling reveals altered immune landscape and impaired NK cell function in gastric cancer liver metastasis
    Tang, Xiaolong
    Gao, Lei
    Jiang, Xingzhi
    Hou, Zhenyu
    Wang, Yiwen
    Hou, Shiyang
    Qu, Hui
    ONCOGENE, 2024, 43 (35) : 2635 - 2646
  • [3] Resolving the immune landscape of human prostate at a single-cell level in health and cancer
    Tuong, Zewen Kelvin
    Loudon, Kevin W.
    Berry, Brendan
    Richoz, Nathan
    Jones, Julia
    Tan, Xiao
    Nguyen, Quan
    George, Anne
    Hori, Satoshi
    Field, Sarah
    Lynch, Andy G.
    Kania, Katarzyna
    Coupland, Paul
    Babbage, Anne
    Grenfell, Richard
    Barrett, Tristan
    Warren, Anne Y.
    Gnanapragasam, Vincent
    Massie, Charlie
    Clatworthy, Menna R.
    CELL REPORTS, 2021, 37 (12):
  • [4] Single-cell sequencing reveals the immune landscape of breast cancer patients with brain metastasis
    Zhou, Huaping
    He, Xiang
    Huang, Jia
    Zhong, Yumin
    Zhang, Leyao
    Ao, Xiang
    Zhao, Hailin
    Hu, Su
    Li, Hongsheng
    Huang, Jianqing
    Huang, Hongxin
    Liang, Hongling
    THORACIC CANCER, 2024, 15 (09) : 702 - 714
  • [5] Implications of single-cell immune landscape of tumor microenvironment for the colorectal cancer diagnostics and therapy
    Alzamami, Ahmad
    MEDICAL ONCOLOGY, 2023, 40 (12)
  • [6] Implications of single-cell immune landscape of tumor microenvironment for the colorectal cancer diagnostics and therapy
    Ahmad Alzamami
    Medical Oncology, 40
  • [7] Multiregion single-cell sequencing reveals the transcriptional landscape of the immune microenvironment of colorectal cancer
    Wang, Wei
    Zhong, Yu
    Zhuang, Zhenkun
    Xie, Jiarui
    Lu, Yueer
    Huang, Chengzhi
    Sun, Yan
    Wu, Liang
    Yin, Jianhua
    Yu, Hang
    Jiang, Zhiqiang
    Wang, Shanshan
    Wang, Chunqing
    Zhang, Yuanhang
    Huang, Yilin
    Han, Chongyin
    Zhong, Zhenggang
    Hu, Jialin
    Ouyang, Ying
    Liu, Huisheng
    Yu, Mengya
    Wei, Xiaochan
    Chen, Dandan
    Huang, Lizhen
    Hou, Yong
    Lin, Zhanglin
    Liu, Shiping
    Ling, Fei
    Yao, Xueqing
    CLINICAL AND TRANSLATIONAL MEDICINE, 2021, 11 (01):
  • [8] Spatiotemporal landscape of kidney in a mouse model of hyperuricemia at single-cell level
    Chang, Haining
    Tao, Qianru
    Wei, Lan
    Wang, Yangyang
    Tu, Chao
    FASEB JOURNAL, 2025, 39 (02):
  • [9] 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
  • [10] Single-Cell Landscape of Liver Cancer in Response to Immunotherapy
    Diao, Feiyu
    ASIA-PACIFIC JOURNAL OF ONCOLOGY NURSING, 2021, 8 (06) : 591 - 593