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Transcriptional and spatial profiling of the kidney allograft unravels a central role for FcyRIII+ innate immune cells in rejection

Author

Listed:
  • Baptiste Lamarthée

    (Nephrology and Kidney Transplantation Research Group, KU Leuven
    UBFC, EFS, Inserm UMR RIGHT)

  • Jasper Callemeyn

    (Nephrology and Kidney Transplantation Research Group, KU Leuven
    University Hospitals Leuven)

  • Yannick Van Herck

    (Laboratory for Experimental Oncology, KU Leuven)

  • Asier Antoranz

    (Translational Cell and Tissue Research, KU Leuven)

  • Dany Anglicheau

    (Assistance Publique-Hôpitaux de Paris
    Necker Enfants-Malades Institute)

  • Patrick Boada

    (UCSF, 513 Parnassus)

  • Jan Ulrich Becker

    (University Hospital Cologne)

  • Tim Debyser

    (Nephrology and Kidney Transplantation Research Group, KU Leuven)

  • Frederik De Smet

    (Translational Cell and Tissue Research, KU Leuven)

  • Katrien De Vusser

    (Nephrology and Kidney Transplantation Research Group, KU Leuven
    University Hospitals Leuven)

  • Maëva Eloudzeri

    (Necker Enfants-Malades Institute)

  • Amelie Franken

    (VIB Center for Cancer Biology
    Laboratory of Translational Genetics, KU Leuven)

  • Wilfried Gwinner

    (Hannover Medical School)

  • Priyanka Koshy

    (KU Leuven)

  • Dirk Kuypers

    (Nephrology and Kidney Transplantation Research Group, KU Leuven
    University Hospitals Leuven)

  • Diether Lambrechts

    (VIB Center for Cancer Biology
    Laboratory of Translational Genetics, KU Leuven)

  • Pierre Marquet

    (Inserm U1248, Limoges University Hospital)

  • Virginie Mathias

    (EFS, HLA Laboratory
    CIRI, Ecole Normale Supérieure de Lyon)

  • Marion Rabant

    (Necker Enfants-Malades Institute
    Assistance Publique-Hôpitaux de Paris)

  • Minnie M. Sarwal

    (UCSF, 513 Parnassus)

  • Aleksandar Senev

    (Nephrology and Kidney Transplantation Research Group, KU Leuven
    Histocompatibility and Immunogenetics Laboratory, Red Cross-Flanders)

  • Tara K. Sigdel

    (UCSF, 513 Parnassus)

  • Ben Sprangers

    (Nephrology and Kidney Transplantation Research Group, KU Leuven
    University Hospitals Leuven)

  • Olivier Thaunat

    (CIRI, Ecole Normale Supérieure de Lyon
    Nephrology and Clinical Immunology)

  • Claire Tinel

    (Nephrology and Kidney Transplantation Research Group, KU Leuven
    UBFC, EFS, Inserm UMR RIGHT
    Dijon Hospital)

  • Thomas Van Brussel

    (VIB Center for Cancer Biology
    Laboratory of Translational Genetics, KU Leuven)

  • Amaryllis Van Craenenbroeck

    (Nephrology and Kidney Transplantation Research Group, KU Leuven
    University Hospitals Leuven)

  • Elisabet Van Loon

    (Nephrology and Kidney Transplantation Research Group, KU Leuven
    University Hospitals Leuven)

  • Thibaut Vaulet

    (Nephrology and Kidney Transplantation Research Group, KU Leuven)

  • Francesca Bosisio

    (Translational Cell and Tissue Research, KU Leuven)

  • Maarten Naesens

    (Nephrology and Kidney Transplantation Research Group, KU Leuven
    University Hospitals Leuven)

Abstract

Rejection remains the main cause of premature graft loss after kidney transplantation, despite the use of potent immunosuppression. This highlights the need to better understand the composition and the cell-to-cell interactions of the alloreactive inflammatory infiltrate. Here, we performed droplet-based single-cell RNA sequencing of 35,152 transcriptomes from 16 kidney transplant biopsies with varying phenotypes and severities of rejection and without rejection, and identified cell-type specific gene expression signatures for deconvolution of bulk tissue. A specific association was identified between recipient-derived FCGR3A+ monocytes, FCGR3A+ NK cells and the severity of intragraft inflammation. Activated FCGR3A+ monocytes overexpressed CD47 and LILR genes and increased paracrine signaling pathways promoting T cell infiltration. FCGR3A+ NK cells overexpressed FCRL3, suggesting that antibody-dependent cytotoxicity is a central mechanism of NK-cell mediated graft injury. Multiplexed immunofluorescence using 38 markers on 18 independent biopsy slides confirmed this role of FcγRIII+ NK and FcγRIII+ nonclassical monocytes in antibody-mediated rejection, with specificity to the glomerular area. These results highlight the central involvement of innate immune cells in the pathogenesis of allograft rejection and identify several potential therapeutic targets that might improve allograft longevity.

Suggested Citation

  • Baptiste Lamarthée & Jasper Callemeyn & Yannick Van Herck & Asier Antoranz & Dany Anglicheau & Patrick Boada & Jan Ulrich Becker & Tim Debyser & Frederik De Smet & Katrien De Vusser & Maëva Eloudzeri , 2023. "Transcriptional and spatial profiling of the kidney allograft unravels a central role for FcyRIII+ innate immune cells in rejection," Nature Communications, Nature, vol. 14(1), pages 1-22, December.
  • Handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-39859-7
    DOI: 10.1038/s41467-023-39859-7
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    1. Blue B. Lake & Song Chen & Masato Hoshi & Nongluk Plongthongkum & Diane Salamon & Amanda Knoten & Anitha Vijayan & Ramakrishna Venkatesh & Eric H. Kim & Derek Gao & Joseph Gaut & Kun Zhang & Sanjay Ja, 2019. "A single-nucleus RNA-sequencing pipeline to decipher the molecular anatomy and pathophysiology of human kidneys," Nature Communications, Nature, vol. 10(1), pages 1-15, December.
    2. Fangjie Wang & Meng Meng & Banghui Mo & Yao Yang & Yan Ji & Pei Huang & Wenjing Lai & Xiaodong Pan & Tingting You & Hongqin Luo & Xiao Guan & Yafei Deng & Shunzong Yuan & Jianhong Chu & Michael Namaka, 2018. "Crosstalks between mTORC1 and mTORC2 variagate cytokine signaling to control NK maturation and effector function," Nature Communications, Nature, vol. 9(1), pages 1-17, December.
    3. 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.
    4. Alice Koenig & Chien-Chia Chen & Antoine Marçais & Thomas Barba & Virginie Mathias & Antoine Sicard & Maud Rabeyrin & Maud Racapé & Jean-Paul Duong-Van-Huyen & Patrick Bruneval & Alexandre Loupy & Séb, 2019. "Missing self triggers NK cell-mediated chronic vascular rejection of solid organ transplants," Nature Communications, Nature, vol. 10(1), pages 1-17, December.
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