Abstract B200: Single-cell RNA-sequencing (ScRNA-seq) reveals broad heterogeneity among CD8 T-cells during chronic viral infection and identifies a critical role for CD4 help in promoting the differentiation of a potent cytotoxic CD8 T-cell subset

Ryan Zander, David M. Schauder, G. Xin, C. Nguyen, Xiaopeng Wu, W. Cui
{"title":"Abstract B200: Single-cell RNA-sequencing (ScRNA-seq) reveals broad heterogeneity among CD8 T-cells during chronic viral infection and identifies a critical role for CD4 help in promoting the differentiation of a potent cytotoxic CD8 T-cell subset","authors":"Ryan Zander, David M. Schauder, G. Xin, C. Nguyen, Xiaopeng Wu, W. Cui","doi":"10.1158/2326-6074.CRICIMTEATIAACR18-B200","DOIUrl":null,"url":null,"abstract":"During chronic viral infection and cancer, CD8 T-cells undergo a differentiation process commonly referred to as T-cell exhaustion. This process is traditionally defined by a stepwise loss of effector functions, eventually leading to cell death. Despite their inability to completely clear the infection, exhausted T-cells are still necessary for limiting viral replication during infection. Thus, it has been proposed that functional adaptation is a more appropriate term for T-cell exhaustion, as CD8 T-cells may be undergoing a multifaceted process of differentiation to better meet the needs of a chronic infection. In line with this hypothesis, it has recently been demonstrated that CD8 T-cells responding to chronic infection are non-homogenous and can be compartmentalized into at least two major subsets, with a TCF-1+ subset serving as a progenitor population that can give rise to a more terminally exhausted TCF-1- subset. However, whether additional heterogeneity exists among CD8 T-cells responding to persistent infection remains unclear. Here, we used ScRNA-seq to fully characterize the heterogeneity of CD8 T-cells during chronic LCMV Cl13 infection. We identified that several transcriptionally distinct subsets of CD8 T-cells develop during chronic LCMV infection, with 3 particular clusters, Slamf6, Pdcd1, and Cx3cr1 cell subsets dominating the antiviral CD8 T-cell response. Importantly both ScRNA-seq and flow cytometric analyses demonstrated that differential expression of cell surface receptors CX3CR1 and Ly108 (encoded by Slamf6) can distinguish these 3 major T-cell subsets. Notably, Ly108 cells shared similar characteristics to the previously described progenitor population and displayed elevated expression of TCF-1. Conversely, CX3CR1 CD8 T-cells displayed increased expression of killer cell lectin-like receptors Klre1 and Klra9, and the TFs T-bet and Zeb2, whereas CX3CR1-Ly108- (DN) cells exhibited elevated expression of multiple co-inhibitory receptors and the TFs Eomes and Nr4a2. Ex vivo functional analyses further indicated that Ly108 CD8 T-cells exhibit an enhanced capacity to co-produce IFN-γ and TNF-α upon GP33 peptide stimulation, whereas CX3CR1 CD8 T-cells display augmented cytotoxicity against peptide-pulsed targeT-cells. Sc trajectory modeling using Monocle analyses predicted that Ly108 CD8 T-cells give rise to both CX3CR1 and DN subsets, with the DN subset branch appearing closer in pseudotime to the Ly108 progenitor subset. To determine the in vivo differentiation trajectory, proliferative potential, and phenotypic stability of these 3 subsets, we performed adoptive transfer experiments using congenically marked CD8 T-cells. Importantly, and consistent with our Monocle predictions, our results demonstrate that Ly108 CD8 T-cells display robust secondary proliferation and give rise to both CX3CR1 and DN subsets. By contrast, CX3CR1 cells retained high CX3CR1 and T-bet expression and did not differentiate into Ly108 or DN CD8 T-cells. Intriguingly, although the DN subset appeared to be the most phenotypically and functionally exhausted subset, more than half of their progeny acquired high CX3CR1 and T-bet expression, indicating that this subset may not be as terminally differentiated as its CX3CR1 counterpart. Notably, our ScRNA-seq analyses also identified that DN cells displayed the highest levels of IL-21R expression, suggesting a potential role for CD4 help in regulating the differentiation of this subset. Strikingly, depletion of CD4 T-cells or deletion of IL-21R signaling in P14 transgenic CD8 T-cells abrogated the development of the CX3CR1 CD8 subset, indicating a critical role for CD4 help in facilitating the differentiation of exhausted CD8 T-cells into a potent cytotoxic CD8 subset. Collectively, our work supports a new model of CD8 T-cell differentiation during chronic viral infection and has important implications for T-cell-based immunotherapies aimed at treating persistent infections and/or cancer. Citation Format: Ryan Zander, David Schauder, Gang Xin, Christine Nguyen, Xiaopeng Wu, Weiguo Cui. Single-cell RNA-sequencing (ScRNA-seq) reveals broad heterogeneity among CD8 T-cells during chronic viral infection and identifies a critical role for CD4 help in promoting the differentiation of a potent cytotoxic CD8 T-cell subset [abstract]. In: Proceedings of the Fourth CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; Sept 30-Oct 3, 2018; New York, NY. 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Abstract

During chronic viral infection and cancer, CD8 T-cells undergo a differentiation process commonly referred to as T-cell exhaustion. This process is traditionally defined by a stepwise loss of effector functions, eventually leading to cell death. Despite their inability to completely clear the infection, exhausted T-cells are still necessary for limiting viral replication during infection. Thus, it has been proposed that functional adaptation is a more appropriate term for T-cell exhaustion, as CD8 T-cells may be undergoing a multifaceted process of differentiation to better meet the needs of a chronic infection. In line with this hypothesis, it has recently been demonstrated that CD8 T-cells responding to chronic infection are non-homogenous and can be compartmentalized into at least two major subsets, with a TCF-1+ subset serving as a progenitor population that can give rise to a more terminally exhausted TCF-1- subset. However, whether additional heterogeneity exists among CD8 T-cells responding to persistent infection remains unclear. Here, we used ScRNA-seq to fully characterize the heterogeneity of CD8 T-cells during chronic LCMV Cl13 infection. We identified that several transcriptionally distinct subsets of CD8 T-cells develop during chronic LCMV infection, with 3 particular clusters, Slamf6, Pdcd1, and Cx3cr1 cell subsets dominating the antiviral CD8 T-cell response. Importantly both ScRNA-seq and flow cytometric analyses demonstrated that differential expression of cell surface receptors CX3CR1 and Ly108 (encoded by Slamf6) can distinguish these 3 major T-cell subsets. Notably, Ly108 cells shared similar characteristics to the previously described progenitor population and displayed elevated expression of TCF-1. Conversely, CX3CR1 CD8 T-cells displayed increased expression of killer cell lectin-like receptors Klre1 and Klra9, and the TFs T-bet and Zeb2, whereas CX3CR1-Ly108- (DN) cells exhibited elevated expression of multiple co-inhibitory receptors and the TFs Eomes and Nr4a2. Ex vivo functional analyses further indicated that Ly108 CD8 T-cells exhibit an enhanced capacity to co-produce IFN-γ and TNF-α upon GP33 peptide stimulation, whereas CX3CR1 CD8 T-cells display augmented cytotoxicity against peptide-pulsed targeT-cells. Sc trajectory modeling using Monocle analyses predicted that Ly108 CD8 T-cells give rise to both CX3CR1 and DN subsets, with the DN subset branch appearing closer in pseudotime to the Ly108 progenitor subset. To determine the in vivo differentiation trajectory, proliferative potential, and phenotypic stability of these 3 subsets, we performed adoptive transfer experiments using congenically marked CD8 T-cells. Importantly, and consistent with our Monocle predictions, our results demonstrate that Ly108 CD8 T-cells display robust secondary proliferation and give rise to both CX3CR1 and DN subsets. By contrast, CX3CR1 cells retained high CX3CR1 and T-bet expression and did not differentiate into Ly108 or DN CD8 T-cells. Intriguingly, although the DN subset appeared to be the most phenotypically and functionally exhausted subset, more than half of their progeny acquired high CX3CR1 and T-bet expression, indicating that this subset may not be as terminally differentiated as its CX3CR1 counterpart. Notably, our ScRNA-seq analyses also identified that DN cells displayed the highest levels of IL-21R expression, suggesting a potential role for CD4 help in regulating the differentiation of this subset. Strikingly, depletion of CD4 T-cells or deletion of IL-21R signaling in P14 transgenic CD8 T-cells abrogated the development of the CX3CR1 CD8 subset, indicating a critical role for CD4 help in facilitating the differentiation of exhausted CD8 T-cells into a potent cytotoxic CD8 subset. Collectively, our work supports a new model of CD8 T-cell differentiation during chronic viral infection and has important implications for T-cell-based immunotherapies aimed at treating persistent infections and/or cancer. Citation Format: Ryan Zander, David Schauder, Gang Xin, Christine Nguyen, Xiaopeng Wu, Weiguo Cui. Single-cell RNA-sequencing (ScRNA-seq) reveals broad heterogeneity among CD8 T-cells during chronic viral infection and identifies a critical role for CD4 help in promoting the differentiation of a potent cytotoxic CD8 T-cell subset [abstract]. In: Proceedings of the Fourth CRI-CIMT-EATI-AACR International Cancer Immunotherapy Conference: Translating Science into Survival; Sept 30-Oct 3, 2018; New York, NY. Philadelphia (PA): AACR; Cancer Immunol Res 2019;7(2 Suppl):Abstract nr B200.
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B200:单细胞rna测序(ScRNA-seq)揭示了慢性病毒感染期间CD8 t细胞之间的广泛异质性,并确定了CD4在促进强效细胞毒性CD8 t细胞亚群分化中的关键作用
在慢性病毒感染和癌症中,CD8 t细胞经历一个通常被称为t细胞衰竭的分化过程。这个过程传统上被定义为效应功能的逐步丧失,最终导致细胞死亡。尽管它们不能完全清除感染,但耗尽的t细胞在感染期间仍然是限制病毒复制所必需的。因此,有人提出功能适应是t细胞衰竭的一个更合适的术语,因为CD8 t细胞可能正在经历一个多方面的分化过程,以更好地满足慢性感染的需要。根据这一假设,最近的研究表明,对慢性感染有反应的CD8 t细胞是非同质的,可以被划分为至少两个主要亚群,其中TCF-1+亚群作为祖细胞群,可以产生更终耗尽的TCF-1-亚群。然而,CD8 t细胞对持续感染的反应是否存在额外的异质性尚不清楚。在这里,我们使用ScRNA-seq来全面表征慢性LCMV Cl13感染期间CD8 t细胞的异质性。我们发现,在慢性LCMV感染期间,几种转录不同的CD8 t细胞亚群发展,其中3个特定的集群,Slamf6, Pdcd1和Cx3cr1细胞亚群主导抗病毒CD8 t细胞反应。重要的是,ScRNA-seq和流式细胞分析表明,细胞表面受体CX3CR1和Ly108(由Slamf6编码)的差异表达可以区分这3个主要的t细胞亚群。值得注意的是,Ly108细胞与先前描述的祖细胞群体具有相似的特征,并表现出TCF-1的表达升高。相反,CX3CR1 CD8 t细胞表现出杀伤细胞凝集素样受体Klre1和Klra9以及tf T-bet和Zeb2的表达增加,而CX3CR1- ly108 - (DN)细胞表现出多种共抑制受体、tf Eomes和Nr4a2的表达升高。体外功能分析进一步表明,Ly108 CD8 t细胞在GP33肽刺激下表现出增强的共同产生IFN-γ和TNF-α的能力,而CX3CR1 CD8 t细胞对肽脉冲靶细胞表现出增强的细胞毒性。使用Monocle分析的Sc轨迹模型预测Ly108 CD8 t细胞产生CX3CR1和DN亚群,DN亚群分支在伪时间上更接近Ly108祖亚群。为了确定这3个亚群的体内分化轨迹、增殖潜力和表型稳定性,我们使用遗传标记的CD8 t细胞进行了过继转移实验。重要的是,与我们的Monocle预测一致,我们的结果表明Ly108 CD8 t细胞表现出强大的继发性增殖,并产生CX3CR1和DN亚群。相比之下,CX3CR1细胞保留了CX3CR1和T-bet的高表达,不分化为Ly108或DN CD8 t细胞。有趣的是,尽管DN亚群似乎是表型和功能最耗尽的亚群,但超过一半的后代获得了高CX3CR1和T-bet表达,这表明该亚群可能不像其CX3CR1对应体那样最终分化。值得注意的是,我们的ScRNA-seq分析还发现,DN细胞显示出最高水平的IL-21R表达,这表明CD4在调节该亚群分化中的潜在作用。引人注目的是,在P14转基因CD8 t细胞中,CD4 t细胞的耗竭或IL-21R信号的缺失会破坏CX3CR1 CD8亚群的发展,这表明CD4在促进耗竭的CD8 t细胞分化为强大的细胞毒性CD8亚群方面发挥着关键作用。总的来说,我们的工作支持了慢性病毒感染期间CD8 t细胞分化的新模型,并对基于t细胞的免疫疗法治疗持续性感染和/或癌症具有重要意义。引文格式:Ryan Zander, David Schauder,辛刚,Christine Nguyen,吴晓鹏,崔卫国。单细胞rna测序(ScRNA-seq)揭示了慢性病毒感染期间CD8 t细胞之间的广泛异质性,并确定了CD4在促进强效细胞毒性CD8 t细胞亚群分化中的关键作用。第四届CRI-CIMT-EATI-AACR国际癌症免疫治疗会议:将科学转化为生存;2018年9月30日至10月3日;纽约,纽约。费城(PA): AACR;癌症免疫学杂志,2019;7(2增刊):摘要nr B200。
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