IDEAS home Printed from https://ideas.repec.org/a/nat/natcom/v14y2023i1d10.1038_s41467-023-39859-7.html
   My bibliography  Save this article

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
    as

    Download full text from publisher

    File URL: https://www.nature.com/articles/s41467-023-39859-7
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1038/s41467-023-39859-7?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    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. 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.
    3. 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.
    4. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Yoshiharu Muto & Eryn E. Dixon & Yasuhiro Yoshimura & Haojia Wu & Kohei Omachi & Nicolas Ledru & Parker C. Wilson & Andrew J. King & N. Eric Olson & Marvin G. Gunawan & Jay J. Kuo & Jennifer H. Cox & , 2022. "Defining cellular complexity in human autosomal dominant polycystic kidney disease by multimodal single cell analysis," Nature Communications, Nature, vol. 13(1), pages 1-19, December.
    2. Fei Wang & Peiwen Ding & Xue Liang & Xiangning Ding & Camilla Blunk Brandt & Evelina Sjöstedt & Jiacheng Zhu & Saga Bolund & Lijing Zhang & Laura P. M. H. Rooij & Lihua Luo & Yanan Wei & Wandong Zhao , 2022. "Endothelial cell heterogeneity and microglia regulons revealed by a pig cell landscape at single-cell level," Nature Communications, Nature, vol. 13(1), pages 1-18, December.
    3. Yanchuan Li & Huamei Li & Cheng Peng & Ge Meng & Yijun Lu & Honglin Liu & Li Cui & Huan Zhou & Zhu Xu & Lingyun Sun & Lihong Liu & Qing Xiong & Beicheng Sun & Shiping Jiao, 2024. "Unraveling the spatial organization and development of human thymocytes through integration of spatial transcriptomics and single-cell multi-omics profiling," Nature Communications, Nature, vol. 15(1), pages 1-25, December.
    4. Tim Flerlage & Jeremy Chase Crawford & E. Kaitlynn Allen & Danielle Severns & Shaoyuan Tan & Sherri Surman & Granger Ridout & Tanya Novak & Adrienne Randolph & Alina N. West & Paul G. Thomas, 2023. "Single cell transcriptomics identifies distinct profiles in pediatric acute respiratory distress syndrome," Nature Communications, Nature, vol. 14(1), pages 1-18, December.
    5. Shirong Cao & Yu Pan & Andrew S. Terker & Juan Pablo Arroyo Ornelas & Yinqiu Wang & Jiaqi Tang & Aolei Niu & Sarah Abu Kar & Mengdi Jiang & Wentian Luo & Xinyu Dong & Xiaofeng Fan & Suwan Wang & Matth, 2023. "Epidermal growth factor receptor activation is essential for kidney fibrosis development," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    6. Christopher Bono & Yang Liu & Alexander Ferrena & Aneesa Valentine & Deyou Zheng & Bernice E. Morrow, 2023. "Single-cell transcriptomics uncovers a non-autonomous Tbx1-dependent genetic program controlling cardiac neural crest cell development," Nature Communications, Nature, vol. 14(1), pages 1-20, December.
    7. Lichun Ma & Sophia Heinrich & Limin Wang & Friederike L. Keggenhoff & Subreen Khatib & Marshonna Forgues & Michael Kelly & Stephen M. Hewitt & Areeba Saif & Jonathan M. Hernandez & Donna Mabry & Roman, 2022. "Multiregional single-cell dissection of tumor and immune cells reveals stable lock-and-key features in liver cancer," Nature Communications, Nature, vol. 13(1), pages 1-17, December.
    8. Qingnan Liang & Yuefan Huang & Shan He & Ken Chen, 2023. "Pathway centric analysis for single-cell RNA-seq and spatial transcriptomics data with GSDensity," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    9. Faith H. Brennan & Yang Li & Cankun Wang & Anjun Ma & Qi Guo & Yi Li & Nicole Pukos & Warren A. Campbell & Kristina G. Witcher & Zhen Guan & Kristina A. Kigerl & Jodie C. E. Hall & Jonathan P. Godbout, 2022. "Microglia coordinate cellular interactions during spinal cord repair in mice," Nature Communications, Nature, vol. 13(1), pages 1-20, December.
    10. Sandra Curras-Alonso & Juliette Soulier & Thomas Defard & Christian Weber & Sophie Heinrich & Hugo Laporte & Sophie Leboucher & Sonia Lameiras & Marie Dutreix & Vincent Favaudon & Florian Massip & Tho, 2023. "An interactive murine single-cell atlas of the lung responses to radiation injury," Nature Communications, Nature, vol. 14(1), pages 1-16, December.
    11. Ilmatar Rooda & Jasmin Hassan & Jie Hao & Magdalena Wagner & Elisabeth Moussaud-Lamodière & Kersti Jääger & Marjut Otala & Katri Knuus & Cecilia Lindskog & Kiriaki Papaikonomou & Sebastian Gidlöf & Ce, 2024. "In-depth analysis of transcriptomes in ovarian cortical follicles from children and adults reveals interfollicular heterogeneity," Nature Communications, Nature, vol. 15(1), pages 1-18, December.
    12. Moujtaba Y. Kasmani & Paytsar Topchyan & Ashley K. Brown & Ryan J. Brown & Xiaopeng Wu & Yao Chen & Achia Khatun & Donia Alson & Yue Wu & Robert Burns & Chien-Wei Lin & Matthew R. Kudek & Jie Sun & We, 2023. "A spatial sequencing atlas of age-induced changes in the lung during influenza infection," Nature Communications, Nature, vol. 14(1), pages 1-19, December.
    13. Wei Yang & Li-Bo Liu & Feng-Liang Liu & Yan-Hua Wu & Zi-Da Zhen & Dong-Ying Fan & Zi-Yang Sheng & Zheng-Ran Song & Jia-Tong Chang & Yong-Tang Zheng & Jing An & Pei-Gang Wang, 2023. "Single-cell RNA sequencing reveals the fragility of male spermatogenic cells to Zika virus-induced complement activation," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    14. Luke Simpson & Andrew Strange & Doris Klisch & Sophie Kraunsoe & Takuya Azami & Daniel Goszczynski & Triet Minh & Benjamin Planells & Nadine Holmes & Fei Sang & Sonal Henson & Matthew Loose & Jennifer, 2024. "A single-cell atlas of pig gastrulation as a resource for comparative embryology," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    15. Erick Armingol & Hratch M. Baghdassarian & Cameron Martino & Araceli Perez-Lopez & Caitlin Aamodt & Rob Knight & Nathan E. Lewis, 2022. "Context-aware deconvolution of cell–cell communication with Tensor-cell2cell," Nature Communications, Nature, vol. 13(1), pages 1-15, December.
    16. Xiaojian Lu & Yanwei Luo & Xichen Nie & Bailing Zhang & Xiaoyan Wang & Ran Li & Guangmin Liu & Qianyin Zhou & Zhizhong Liu & Liqing Fan & James M. Hotaling & Zhe Zhang & Hao Bo & Jingtao Guo, 2023. "Single-cell multi-omics analysis of human testicular germ cell tumor reveals its molecular features and microenvironment," Nature Communications, Nature, vol. 14(1), pages 1-17, December.
    17. Tingting Liu & Zhenzhen Wang & Xiaotong Xue & Zhe Wang & Yuan Zhang & Zihao Mi & Qing Zhao & Lele Sun & Chuan Wang & Peidian Shi & Gongqi Yu & Meng Wang & Yonghu Sun & Fuzhong Xue & Hong Liu & Furen Z, 2024. "Single-cell transcriptomics analysis of bullous pemphigoid unveils immune-stromal crosstalk in type 2 inflammatory disease," Nature Communications, Nature, vol. 15(1), pages 1-16, December.
    18. Jingtao Wang & Gregory J. Fonseca & Jun Ding, 2024. "scSemiProfiler: Advancing large-scale single-cell studies through semi-profiling with deep generative models and active learning," Nature Communications, Nature, vol. 15(1), pages 1-27, December.
    19. Inmaculada Ruz-Maldonado & John T. Gonzalez & Hanming Zhang & Jonathan Sun & Alicia Bort & Inamul Kabir & Richard G. Kibbey & Yajaira Suárez & Daniel M. Greif & Carlos Fernández-Hernando, 2024. "Heterogeneity of hepatocyte dynamics restores liver architecture after chemical, physical or viral damage," Nature Communications, Nature, vol. 15(1), pages 1-23, December.
    20. Anjun Ma & Xiaoying Wang & Jingxian Li & Cankun Wang & Tong Xiao & Yuntao Liu & Hao Cheng & Juexin Wang & Yang Li & Yuzhou Chang & Jinpu Li & Duolin Wang & Yuexu Jiang & Li Su & Gang Xin & Shaopeng Gu, 2023. "Single-cell biological network inference using a heterogeneous graph transformer," Nature Communications, Nature, vol. 14(1), pages 1-18, December.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nat:natcom:v:14:y:2023:i:1:d:10.1038_s41467-023-39859-7. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.nature.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.