Division of Nephrology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA.
Department of Biomedical Engineering, Duke University Pratt School of Engineering, Durham, North Carolina, USA.
JCI Insight. 2020 Oct 15;5(20):141321. doi: 10.1172/jci.insight.141321.
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.
髓系细胞越来越被认为是移植排斥反应的主要参与者。在这里,我们使用了一种小鼠肾脏移植模型和单细胞转录组学来剖析髓系细胞亚群及其潜在信号通路对肾脏移植排斥反应的贡献。我们使用了多种生物信息学技术,包括机器学习,证明了肾脏同种异体移植浸润的髓系细胞经历了从单核细胞到促炎巨噬细胞的分化轨迹,并且它们与肾脏同种异体实质细胞表现出明显的相互作用。虽然这个过程与髓系细胞转录本的独特模式相关,但鉴定出的一个主要基因是 Axl,它是受体酪氨酸激酶家族 Tyro3/Axl/Mertk(TAM)的成员。使用 Axl 基因缺失的肾移植受者,我们进一步证明 Axl 通过其对转录因子 Cebpb 的影响增强了移植肾内促炎巨噬细胞的分化。这反过来又促进了供体特异性 T 细胞在移植肾内的募集、分化和增殖,并通过组织学增强了早期移植炎症。我们得出结论,我们的研究中通过对肾脏同种异体移植物的单细胞转录组学鉴定的髓系细胞 Axl 表达在促进移植肾内髓系细胞和 T 细胞分化方面发挥着主要作用,并且它为控制肾脏同种异体移植排斥反应和改善肾脏同种异体移植物存活提供了一个潜在的新治疗靶点。