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Macro CD5L+ deteriorates CD8+T cells exhaustion and impairs combination of Gemcitabine-Oxaliplatin-Lenvatinib-anti-PD1 therapy in intrahepatic cholangiocarcinoma

Author

Listed:
  • Jia-Cheng Lu

    (Fudan University
    Fudan University
    Ministry of Education of the People’s Republic of China)

  • Lei-Lei Wu

    (Chinese Academy of Sciences)

  • Yi-Ning Sun

    (Chinese Academy of Sciences)

  • Xiao-Yong Huang

    (Fudan University
    Fudan University)

  • Chao Gao

    (Fudan University)

  • Xiao-Jun Guo

    (Fudan University
    Fudan University
    Ministry of Education of the People’s Republic of China)

  • Hai-Ying Zeng

    (Fudan University)

  • Xu-Dong Qu

    (Fudan University)

  • Yi Chen

    (Fudan University)

  • Dong Wu

    (Fudan University)

  • Yan-Zi Pei

    (Fudan University
    Fudan University
    Ministry of Education of the People’s Republic of China)

  • Xian-Long Meng

    (Fudan University
    Fudan University
    Ministry of Education of the People’s Republic of China)

  • Yi-Min Zheng

    (Fudan University
    Fudan University
    Ministry of Education of the People’s Republic of China)

  • Chen Liang

    (Fudan University
    Fudan University
    Ministry of Education of the People’s Republic of China)

  • Peng-Fei Zhang

    (Ministry of Education of the People’s Republic of China)

  • Jia-Bin Cai

    (Fudan University
    Fudan University)

  • Zhen-Bin Ding

    (Fudan University
    Fudan University)

  • Guo-Huan Yang

    (Fudan University
    Fudan University)

  • Ning Ren

    (Fudan University
    Fudan University)

  • Cheng Huang

    (Fudan University
    Fudan University)

  • Xiao-Ying Wang

    (Fudan University
    Fudan University)

  • Qiang Gao

    (Fudan University
    Fudan University)

  • Qi-Man Sun

    (Fudan University
    Fudan University)

  • Ying-Hong Shi

    (Fudan University
    Fudan University)

  • Shuang-Jian Qiu

    (Fudan University
    Fudan University)

  • Ai-Wu Ke

    (Fudan University
    Ministry of Education of the People’s Republic of China)

  • Guo-Ming Shi

    (Fudan University
    Zhongshan Hospital of Fudan University)

  • Jian Zhou

    (Fudan University
    Fudan University
    Ministry of Education of the People’s Republic of China)

  • Yi-Di Sun

    (Chinese Academy of Sciences)

  • Jia Fan

    (Fudan University
    Fudan University
    Ministry of Education of the People’s Republic of China)

Abstract

Intratumoral immune status influences tumor therapeutic response, but it remains largely unclear how the status determines therapies for patients with intrahepatic cholangiocarcinoma. Here, we examine the single-cell transcriptional and TCR profiles of 18 tumor tissues pre- and post- therapy of gemcitabine plus oxaliplatin, in combination with lenvatinib and anti-PD1 antibody for intrahepatic cholangiocarcinoma. We find that high CD8 GZMB+ and CD8 proliferating proportions and a low Macro CD5L+ proportion predict good response to the therapy. In patients with a poor response, the CD8 GZMB+ and CD8 proliferating proportions are increased, but the CD8 GZMK+ proportion is decreased after the therapy. Transition of CD8 proliferating and CD8 GZMB+ to CD8 GZMK+ facilitates good response to the therapy, while Macro CD5L+–CD8 GZMB+ crosstalk impairs the response by increasing CTLA4 in CD8 GZMB+. Anti-CTLA4 antibody reverses resistance of the therapy in intrahepatic cholangiocarcinoma. Our data provide a resource for predicting response of the combination therapy and highlight the importance of CD8+T-cell status conversion and exhaustion induced by Macro CD5L+ in influencing the response, suggesting future avenues for cancer treatment optimization.

Suggested Citation

  • Jia-Cheng Lu & Lei-Lei Wu & Yi-Ning Sun & Xiao-Yong Huang & Chao Gao & Xiao-Jun Guo & Hai-Ying Zeng & Xu-Dong Qu & Yi Chen & Dong Wu & Yan-Zi Pei & Xian-Long Meng & Yi-Min Zheng & Chen Liang & Peng-Fe, 2024. "Macro CD5L+ deteriorates CD8+T cells exhaustion and impairs combination of Gemcitabine-Oxaliplatin-Lenvatinib-anti-PD1 therapy in intrahepatic cholangiocarcinoma," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
  • Handle: RePEc:nat:natcom:v:15:y:2024:i:1:d:10.1038_s41467-024-44795-1
    DOI: 10.1038/s41467-024-44795-1
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    1. Caroline S. Jansen & Nataliya Prokhnevska & Viraj A. Master & Martin G. Sanda & Jennifer W. Carlisle & Mehmet Asim Bilen & Maria Cardenas & Scott Wilkinson & Ross Lake & Adam G. Sowalsky & Rajesh M. V, 2019. "An intra-tumoral niche maintains and differentiates stem-like CD8 T cells," Nature, Nature, vol. 576(7787), pages 465-470, December.
    2. Edoardo Gaude & Christian Frezza, 2016. "Tissue-specific and convergent metabolic transformation of cancer correlates with metastatic potential and patient survival," Nature Communications, Nature, vol. 7(1), pages 1-9, December.
    3. Thomas Duhen & Rebekka Duhen & Ryan Montler & Jake Moses & Tarsem Moudgil & Noel F. de Miranda & Cheri P. Goodall & Tiffany C. Blair & Bernard A. Fox & Jason E. McDermott & Shu-Ching Chang & Gary Grun, 2018. "Co-expression of CD39 and CD103 identifies tumor-reactive CD8 T cells in human solid tumors," Nature Communications, Nature, vol. 9(1), pages 1-13, December.
    4. Gioele La Manno & Ruslan Soldatov & Amit Zeisel & Emelie Braun & Hannah Hochgerner & Viktor Petukhov & Katja Lidschreiber & Maria E. Kastriti & Peter Lönnerberg & Alessandro Furlan & Jean Fan & Lars E, 2018. "RNA velocity of single cells," Nature, Nature, vol. 560(7719), pages 494-498, August.
    5. Yingyao Zhou & Bin Zhou & Lars Pache & Max Chang & Alireza Hadj Khodabakhshi & Olga Tanaseichuk & Christopher Benner & Sumit K. Chanda, 2019. "Metascape provides a biologist-oriented resource for the analysis of systems-level datasets," Nature Communications, Nature, vol. 10(1), pages 1-10, December.
    6. Suoqin Jin & Christian F. Guerrero-Juarez & Lihua Zhang & Ivan Chang & Raul Ramos & Chen-Hsiang Kuan & Peggy Myung & Maksim V. Plikus & Qing Nie, 2021. "Inference and analysis of cell-cell communication using CellChat," Nature Communications, Nature, vol. 12(1), pages 1-20, December.
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