David Al-Adra , Ruoxin Lan , Heather Jennings , Kristin N. Weinstein , Yongjun Liu , Bret Verhoven , Weifeng Zeng , Grace Heise , Mia Levitsky , Peter Chlebeck , Yao-Zhong Liu
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Following preservation, TRM T cell gene expression profiles were assessed through single cell RNA sequencing (scRNA-seq). Differential gene expression analysis was performed with Wilcoxon rank sum test to identify differentially expressed genes (DEGs) associated with a specific treatment group. Using the online Database for Annotation, Visualization and Integrated Discovery (DAVID), gene set enrichment was then conducted with Fisher's exact test on DEGs to highlight differentially regulated pathways and functional terms associated with treatment groups.</p></div><div><h3>Results</h3><p>Through scRNA-seq analysis, an atlas of liver-resident memory T cell subsets was created for all livers. TRM T cells could be identified in all livers, and through scRNA-seq, DEG was identified with Wilcoxon rank sum test at FDR < 0.05. Based on the gene set enrichment analysis of DEGs using Fisher's exact test, NEVLP is associated with downregulation of multiple gene enrichment pathways associated with surface proteins. Furthermore, NEVLP with anti-inflammatory cytokines was associated with down regulation of 52 genes in TRM T cells when compared to NEVLP alone (FDR <0.05), most of which are pro-inflammatory.</p></div><div><h3>Conclusion</h3><p>This is the first study to create an atlas of liver TRM T cells in the rat liver undergoing NEVLP and demonstrate the effects of NEVLP on liver TRM T cells at the single cell gene expression level.</p></div>","PeriodicalId":23304,"journal":{"name":"Transplant immunology","volume":"86 ","pages":"Article 102104"},"PeriodicalIF":1.6000,"publicationDate":"2024-08-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Single cell RNA-sequencing identifies the effect of Normothermic ex vivo liver perfusion on liver-resident T cells\",\"authors\":\"David Al-Adra , Ruoxin Lan , Heather Jennings , Kristin N. 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引用次数: 0
摘要
背景:常温体外肝脏灌注(NEVLP)是移植前保存肝脏的一种令人兴奋的策略,然而,NEVLP对组织驻留免疫细胞表型的影响在很大程度上还不为人所知。肝脏中组织驻留记忆 T 细胞(TRM)的存在可防止急性排斥反应并减少同种异体移植的功能障碍。因此,我们研究了NEVLP对肝脏TRM的影响,并评估了抗炎细胞因子在NEVLP过程中减少TRM活化的能力:大鼠肝脏在添加或不添加IL-10和TGF-β的情况下进行NEVLP。正常肝脏和冷藏肝脏作为对照组。保存后,通过单细胞 RNA 测序(scRNA-seq)评估 TRM T 细胞基因表达谱。使用 Wilcoxon 秩和检验进行差异基因表达分析,以确定与特定处理组相关的差异表达基因(DEGs)。然后利用在线注释、可视化和综合发现数据库(DAVID),通过费雪精确检验对 DEGs 进行基因组富集,以突出与治疗组相关的差异调控通路和功能术语:结果:通过scRNA-seq分析,为所有肝脏绘制了肝脏驻留记忆T细胞亚群图谱。所有肝脏中的TRM T细胞都能被鉴定出来,通过scRNA-seq,在FDR下用Wilcoxon秩和检验鉴定出了DEG:这是第一项在接受 NEVLP 的大鼠肝脏中创建肝脏 TRM T 细胞图谱的研究,并在单细胞基因表达水平上证明了 NEVLP 对肝脏 TRM T 细胞的影响。
Single cell RNA-sequencing identifies the effect of Normothermic ex vivo liver perfusion on liver-resident T cells
Background
Normothermic ex vivo liver perfusion (NEVLP) is an exciting strategy to preserve livers prior to transplant, however, the effects of NEVLP on the phenotype of tissue-resident immune cells is largely unknown. The presence of tissue-resident memory T cells (TRM) in the liver may protect against acute rejection and decrease allograft dysfunction. Therefore, we investigated the effects of NEVLP on liver TRMs and assessed the ability of anti-inflammatory cytokines to reduce TRM activation during NEVLP.
Methods
Rat livers underwent NEVLP with or without the addition of IL-10 and TGF-β. Naïve and cold storage livers served as controls. Following preservation, TRM T cell gene expression profiles were assessed through single cell RNA sequencing (scRNA-seq). Differential gene expression analysis was performed with Wilcoxon rank sum test to identify differentially expressed genes (DEGs) associated with a specific treatment group. Using the online Database for Annotation, Visualization and Integrated Discovery (DAVID), gene set enrichment was then conducted with Fisher's exact test on DEGs to highlight differentially regulated pathways and functional terms associated with treatment groups.
Results
Through scRNA-seq analysis, an atlas of liver-resident memory T cell subsets was created for all livers. TRM T cells could be identified in all livers, and through scRNA-seq, DEG was identified with Wilcoxon rank sum test at FDR < 0.05. Based on the gene set enrichment analysis of DEGs using Fisher's exact test, NEVLP is associated with downregulation of multiple gene enrichment pathways associated with surface proteins. Furthermore, NEVLP with anti-inflammatory cytokines was associated with down regulation of 52 genes in TRM T cells when compared to NEVLP alone (FDR <0.05), most of which are pro-inflammatory.
Conclusion
This is the first study to create an atlas of liver TRM T cells in the rat liver undergoing NEVLP and demonstrate the effects of NEVLP on liver TRM T cells at the single cell gene expression level.
期刊介绍:
Transplant Immunology will publish up-to-date information on all aspects of the broad field it encompasses. The journal will be directed at (basic) scientists, tissue typers, transplant physicians and surgeons, and research and data on all immunological aspects of organ-, tissue- and (haematopoietic) stem cell transplantation are of potential interest to the readers of Transplant Immunology. Original papers, Review articles and Hypotheses will be considered for publication and submitted manuscripts will be rapidly peer-reviewed and published. They will be judged on the basis of scientific merit, originality, timeliness and quality.