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Liver tumour immune microenvironment subtypes and neutrophil heterogeneity

Author

Listed:
  • Ruidong Xue

    (Peking University First Hospital)

  • Qiming Zhang

    (Peking University)

  • Qi Cao

    (Peking University First Hospital)

  • Ruirui Kong

    (Peking University First Hospital)

  • Xiao Xiang

    (Peking University People’s Hospital)

  • Hengkang Liu

    (Peking University First Hospital)

  • Mei Feng

    (Peking University First Hospital)

  • Fangyanni Wang

    (Peking University First Hospital)

  • Jinghui Cheng

    (Peking University First Hospital)

  • Zhao Li

    (Peking University People’s Hospital)

  • Qimin Zhan

    (Peking University Health Science Center)

  • Mi Deng

    (Peking University Health Science Center)

  • Jiye Zhu

    (Peking University People’s Hospital)

  • Zemin Zhang

    (Peking University
    Changping Laboratory)

  • Ning Zhang

    (Peking University First Hospital
    Peking University Health Science Center
    Yunnan Baiyao Group)

Abstract

The heterogeneity of the tumour immune microenvironment (TIME), organized by various immune and stromal cells, is a major contributing factor of tumour metastasis, relapse and drug resistance1–3, but how different TIME subtypes are connected to the clinical relevance in liver cancer remains unclear. Here we performed single-cell RNA-sequencing (scRNA-seq) analysis of 189 samples collected from 124 patients and 8 mice with liver cancer. With more than 1 million cells analysed, we stratified patients into five TIME subtypes, including immune activation, immune suppression mediated by myeloid or stromal cells, immune exclusion and immune residence phenotypes. Different TIME subtypes were spatially organized and associated with chemokine networks and genomic features. Notably, tumour-associated neutrophil (TAN) populations enriched in the myeloid-cell-enriched subtype were associated with an unfavourable prognosis. Through in vitro induction of TANs and ex vivo analyses of patient TANs, we showed that CCL4+ TANs can recruit macrophages and that PD-L1+ TANs can suppress T cell cytotoxicity. Furthermore, scRNA-seq analysis of mouse neutrophil subsets revealed that they are largely conserved with those of humans. In vivo neutrophil depletion in mouse models attenuated tumour progression, confirming the pro-tumour phenotypes of TANs. With this detailed cellular heterogeneity landscape of liver cancer, our study illustrates diverse TIME subtypes, highlights immunosuppressive functions of TANs and sheds light on potential immunotherapies targeting TANs.

Suggested Citation

  • Ruidong Xue & Qiming Zhang & Qi Cao & Ruirui Kong & Xiao Xiang & Hengkang Liu & Mei Feng & Fangyanni Wang & Jinghui Cheng & Zhao Li & Qimin Zhan & Mi Deng & Jiye Zhu & Zemin Zhang & Ning Zhang, 2022. "Liver tumour immune microenvironment subtypes and neutrophil heterogeneity," Nature, Nature, vol. 612(7938), pages 141-147, December.
  • Handle: RePEc:nat:nature:v:612:y:2022:i:7938:d:10.1038_s41586-022-05400-x
    DOI: 10.1038/s41586-022-05400-x
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    1. Li Yuan & Guo-Dong Jia & Xiao-Fei Lv & Si-Yi Xie & Shan-Shan Guo & Da-Feng Lin & Li-Ting Liu & Dong-Hua Luo & Yi-Fu Li & Shen-Wen Deng & Ling Guo & Mu-Sheng Zeng & Xiu-Yu Cai & Sai-Lan Liu & Xue-Song , 2023. "Camrelizumab combined with apatinib in patients with first-line platinum-resistant or PD-1 inhibitor resistant recurrent/metastatic nasopharyngeal carcinoma: a single-arm, phase 2 trial," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    2. Jiaoling Chen & Yaxing Bai & Ke Xue & Zhiguo Li & Zhenlai Zhu & Qingyang Li & Chen Yu & Bing Li & Shengxian Shen & Pei Qiao & Caixia Li & Yixin Luo & Hongjiang Qiao & Erle Dang & Wen Yin & Johann E. G, 2023. "CREB1-driven CXCR4hi neutrophils promote skin inflammation in mouse models and human patients," Nature Communications, Nature, vol. 14(1), pages 1-21, December.
    3. Jiahui Jiang & Yunhe Liu & Jiangjiang Qin & Jianfeng Chen & Jingjing Wu & Melissa P. Pizzi & Rossana Lazcano & Kohei Yamashita & Zhiyuan Xu & Guangsheng Pei & Kyung Serk Cho & Yanshuo Chu & Ansam Sinj, 2024. "METI: deep profiling of tumor ecosystems by integrating cell morphology and spatial transcriptomics," Nature Communications, Nature, vol. 15(1), pages 1-13, December.
    4. Ying Liao & Yan-Xia Wu & Minzhong Tang & Yi-Wei Chen & Jin-Ru Xie & Yan Du & Tong-Min Wang & Yong-Qiao He & Wen-Qiong Xue & Xiao-Hui Zheng & Qiao-Yun Liu & Mei-Qi Zheng & Yi-Jing Jia & Xia-Ting Tong &, 2024. "Microbes translocation from oral cavity to nasopharyngeal carcinoma in patients," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    5. Mengru Ma & Lian Yi & Yifei Pei & Qimin Zhang & Chao Tong & Manyu Zhao & Yuanhong Chen & Jinghan Zhu & Wanguang Zhang & Fan Yao & Pengyuan Yang & Peijing Zhang, 2024. "USP26 as a hepatitis B virus-induced deubiquitinase primes hepatocellular carcinogenesis by epigenetic remodeling," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    6. Xin Yuan & Yanran Ma & Ruitian Gao & Shuya Cui & Yifan Wang & Botao Fa & Shiyang Ma & Ting Wei & Shuangge Ma & Zhangsheng Yu, 2024. "HEARTSVG: a fast and accurate method for identifying spatially variable genes in large-scale spatial transcriptomics," Nature Communications, Nature, vol. 15(1), pages 1-14, December.
    7. Sarah Cappuyns & Gino Philips & Vincent Vandecaveye & Bram Boeckx & Rogier Schepers & Thomas Van Brussel & Ingrid Arijs & Aurelie Mechels & Ayse Bassez & Francesca Lodi & Joris Jaekers & Halit Topal &, 2023. "PD-1- CD45RA+ effector-memory CD8 T cells and CXCL10+ macrophages are associated with response to atezolizumab plus bevacizumab in advanced hepatocellular carcinoma," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    8. Yin Li & Manling Jiang & Ling Aye & Li Luo & Yong Zhang & Fengkai Xu & Yongqi Wei & Dan Peng & Xiang He & Jie Gu & Xiaofang Yu & Guoping Li & Di Ge & Chunlai Lu, 2024. "UPP1 promotes lung adenocarcinoma progression through the induction of an immunosuppressive microenvironment," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    9. Yuan Jiang & Yueyuan Zheng & Yuan-Wei Zhang & Shuai Kong & Jinxiu Dong & Fei Wang & Benjamin Ziman & Sigal Gery & Jia-Jie Hao & Dan Zhou & Jianian Zhou & Allen S. Ho & Uttam K. Sinha & Jian Chen & Shu, 2024. "Reciprocal inhibition between TP63 and STAT1 regulates anti-tumor immune response through interferon-γ signaling in squamous cancer," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    10. Christel F. A. Ramirez & Daniel Taranto & Masami Ando-Kuri & Marnix H. P. Groot & Efi Tsouri & Zhijie Huang & Daniel Groot & Roelof J. C. Kluin & Daan J. Kloosterman & Joanne Verheij & Jing Xu & Seren, 2024. "Cancer cell genetics shaping of the tumor microenvironment reveals myeloid cell-centric exploitable vulnerabilities in hepatocellular carcinoma," Nature Communications, Nature, vol. 15(1), pages 1-24, December.

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