Frontiers in Immunology (Feb 2022)

Single-Cell RNA Sequencing Identifies Intra-Graft Population Heterogeneity in Acute Heart Allograft Rejection in Mouse

  • Yunhua Tang,
  • Yunhua Tang,
  • Yunhua Tang,
  • Jiali Wang,
  • Yixi Zhang,
  • Yixi Zhang,
  • Yixi Zhang,
  • Jun Li,
  • Jun Li,
  • Jun Li,
  • Maogen Chen,
  • Maogen Chen,
  • Maogen Chen,
  • Yifang Gao,
  • Yifang Gao,
  • Yifang Gao,
  • Meiqin Dai,
  • Meiqin Dai,
  • Meiqin Dai,
  • Shengjie Lin,
  • Shengjie Lin,
  • Shengjie Lin,
  • Xiaoshun He,
  • Xiaoshun He,
  • Xiaoshun He,
  • Chenglin Wu,
  • Chenglin Wu,
  • Chenglin Wu,
  • Xiaomin Shi,
  • Xiaomin Shi,
  • Xiaomin Shi

DOI
https://doi.org/10.3389/fimmu.2022.832573
Journal volume & issue
Vol. 13

Abstract

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Transplant rejection remains a major barrier to graft survival and involves a diversity of cell types. However, the heterogeneity of each cell type in the allograft remains poorly defined. In the present study, we used single-cell RNA sequencing technology to analyze graft-infiltrating cells to describe cell types and states associated with acute rejection in a mouse heart transplant model. Unsupervised clustering analysis revealed 21 distinct cell populations. Macrophages formed five cell clusters: two resident macrophage groups, two infiltrating macrophage groups and one dendritic cell-like monocyte group. Infiltrating macrophages were predominantly from allogeneic grafts. Nevertheless, only one infiltrating macrophage cluster was in an active state with the upregulation of CD40, Fam26f and Pira2, while the other was metabolically silent. Re-clustering of endothelial cells identified five subclusters. Interestingly, one of the endothelial cell populations was almost exclusively from allogeneic grafts. Further analysis of this population showed activation of antigen processing and presentation pathway and upregulation of MHC class II molecules. In addition, Ubiquitin D was specifically expressed in such endothelial cell population. The upregulation of Ubiquitin D in rejection was validated by staining of mouse heart grafts and human kidney biopsy specimens. Our findings present a comprehensive analysis of intra-graft cell heterogeneity, describe specific macrophage and endothelial cell populations which mediate rejection, and provide a potential predictive biomarker for rejection in the clinic.

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