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Single cell transcriptomics of mouse kidney transplants reveals a myeloid cell pathway for transplant rejection

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 v...

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Autores principales: Dangi, Anil, Natesh, Naveen R., Husain, Irma, Ji, Zhicheng, Barisoni, Laura, Kwun, Jean, Shen, Xiling, Thorp, Edward B., Luo, Xunrong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Society for Clinical Investigation 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7605544/
https://www.ncbi.nlm.nih.gov/pubmed/32970632
http://dx.doi.org/10.1172/jci.insight.141321
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author Dangi, Anil
Natesh, Naveen R.
Husain, Irma
Ji, Zhicheng
Barisoni, Laura
Kwun, Jean
Shen, Xiling
Thorp, Edward B.
Luo, Xunrong
author_facet Dangi, Anil
Natesh, Naveen R.
Husain, Irma
Ji, Zhicheng
Barisoni, Laura
Kwun, Jean
Shen, Xiling
Thorp, Edward B.
Luo, Xunrong
author_sort Dangi, Anil
collection PubMed
description 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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spelling pubmed-76055442020-11-04 Single cell transcriptomics of mouse kidney transplants reveals a myeloid cell pathway for transplant rejection Dangi, Anil Natesh, Naveen R. Husain, Irma Ji, Zhicheng Barisoni, Laura Kwun, Jean Shen, Xiling Thorp, Edward B. Luo, Xunrong JCI Insight Research Article 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. American Society for Clinical Investigation 2020-10-15 /pmc/articles/PMC7605544/ /pubmed/32970632 http://dx.doi.org/10.1172/jci.insight.141321 Text en © 2020 Dangi et al. http://creativecommons.org/licenses/by/4.0/ This work is licensed under the Creative Commons Attribution 4.0 International License. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Research Article
Dangi, Anil
Natesh, Naveen R.
Husain, Irma
Ji, Zhicheng
Barisoni, Laura
Kwun, Jean
Shen, Xiling
Thorp, Edward B.
Luo, Xunrong
Single cell transcriptomics of mouse kidney transplants reveals a myeloid cell pathway for transplant rejection
title Single cell transcriptomics of mouse kidney transplants reveals a myeloid cell pathway for transplant rejection
title_full Single cell transcriptomics of mouse kidney transplants reveals a myeloid cell pathway for transplant rejection
title_fullStr Single cell transcriptomics of mouse kidney transplants reveals a myeloid cell pathway for transplant rejection
title_full_unstemmed Single cell transcriptomics of mouse kidney transplants reveals a myeloid cell pathway for transplant rejection
title_short Single cell transcriptomics of mouse kidney transplants reveals a myeloid cell pathway for transplant rejection
title_sort single cell transcriptomics of mouse kidney transplants reveals a myeloid cell pathway for transplant rejection
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7605544/
https://www.ncbi.nlm.nih.gov/pubmed/32970632
http://dx.doi.org/10.1172/jci.insight.141321
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