TY - JOUR
T1 - Single cell transcriptomics of mouse kidney transplants reveals a myeloid cell pathway for transplant rejection
AU - Dangi, Anil
AU - Natesh, Naveen R.
AU - Husain, Irma
AU - Ji, Zhicheng
AU - Barisoni, Laura
AU - Kwun, Jean
AU - Shen, Xiling
AU - Thorp, Edward B.
AU - Luo, Xunrong
N1 - Funding Information:
We would like to thank the Henry E. Haller Jr. Foundation for their generous support of this work (LB, XL). In addition, this work was also supported by the NIH R01HL139812 (AD, XL, EBT) and R01AI114824 (AD, XL, EBT). We would also like to thank the Duke Core for Microsurgery and Surgical Models in Small Animals for their technical assistance in murine kidney transplantation.
Publisher Copyright:
© 2020 American Society for Clinical Investigation. All rights reserved.
PY - 2020/10/15
Y1 - 2020/10/15
N2 - Myeloid cells are increasingly recognized as major players in transplant rejection. Here, we used a murine kidney transplantation model and single cell transcriptomics to dissect the contribution of myeloid cell subsets and their potential signaling pathways to kidney transplant rejection. Using a variety of bioinformatic techniques, including machine learning, we demonstrate that kidney allograft–infiltrating myeloid cells followed a trajectory of differentiation from monocytes to proinflammatory macrophages, and they exhibited distinct interactions with kidney allograft parenchymal cells. While this process correlated with a unique pattern of myeloid cell transcripts, a top gene identified was Axl, a member of the receptor tyrosine kinase family Tyro3/Axl/Mertk (TAM). Using kidney transplant recipients with Axl gene deficiency, we further demonstrate that Axl augmented intragraft differentiation of proinflammatory macrophages, likely via its effect on the transcription factor Cebpb. This, in turn, promoted intragraft recruitment, differentiation, and proliferation of donor-specific T cells, and it enhanced early allograft inflammation evidenced by histology. We conclude that myeloid cell Axl expression identified by single cell transcriptomics of kidney allografts in our study plays a major role in promoting intragraft myeloid cell and T cell differentiation, and it presents a potentially novel therapeutic target for controlling kidney allograft rejection and improving kidney allograft survival.
AB - Myeloid cells are increasingly recognized as major players in transplant rejection. Here, we used a murine kidney transplantation model and single cell transcriptomics to dissect the contribution of myeloid cell subsets and their potential signaling pathways to kidney transplant rejection. Using a variety of bioinformatic techniques, including machine learning, we demonstrate that kidney allograft–infiltrating myeloid cells followed a trajectory of differentiation from monocytes to proinflammatory macrophages, and they exhibited distinct interactions with kidney allograft parenchymal cells. While this process correlated with a unique pattern of myeloid cell transcripts, a top gene identified was Axl, a member of the receptor tyrosine kinase family Tyro3/Axl/Mertk (TAM). Using kidney transplant recipients with Axl gene deficiency, we further demonstrate that Axl augmented intragraft differentiation of proinflammatory macrophages, likely via its effect on the transcription factor Cebpb. This, in turn, promoted intragraft recruitment, differentiation, and proliferation of donor-specific T cells, and it enhanced early allograft inflammation evidenced by histology. We conclude that myeloid cell Axl expression identified by single cell transcriptomics of kidney allografts in our study plays a major role in promoting intragraft myeloid cell and T cell differentiation, and it presents a potentially novel therapeutic target for controlling kidney allograft rejection and improving kidney allograft survival.
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U2 - 10.1172/jci.insight.141321
DO - 10.1172/jci.insight.141321
M3 - Article
C2 - 32970632
AN - SCOPUS:85093539126
SN - 2379-3708
VL - 5
JO - JCI insight
JF - JCI insight
IS - 20
M1 - e141321
ER -