单细胞测序解析微移植后小鼠T细胞的早期变化

Single-cell sequencing resolves early changes in mice T cells after microtransplantation

  • 摘要:
    背景 目前对于微移植(microtransplantation,MST)后免疫细胞群的表型及分子特征、群体内部的异质性,乃至T细胞的演变过程仍不清楚。
    目的 应用单细胞测序方法解析微移植后小鼠T细胞的早期变化特点及相应机制。
    方法 以20只雌性CB6F1小鼠(H-2Kb/d)为受鼠,20只雄性C57BL/6J小鼠(H-2Kb/b)为供鼠,在无任何预处理和移植物抗宿主病(graft versus host disease,GVHD)预防情况下,向受鼠输注6 × 107个经G-CSF动员后的供鼠脾单个核细胞(G-CSF-mobilized donor spleen cells,GDSC),建立微移植小鼠模型。收集微移植后受鼠0 d、7 d和14 d外周血的单个核细胞(0 d取3只受鼠,7 d、14 d各取6只受鼠)。用流式分选仪分选CD3+细胞后合并每个样本的所有数据,基于高度可变的基因对数据进行无监督的聚类,并使用统一流形近似和投影在二维空间中投影细胞。利用已知的性别基因Ddx3y、Eif2s3y、Xist和Tsix来区分供受体。用单细胞转录组测序及无偏颇的生物信息学分析进行验证。
    结果 微移植后供体细胞以微量嵌合体的形式在受体内存活和增殖。来自scRNA-seq数据的差异基因表达将T细胞分为6个亚群。CD4+ T细胞包括3个亚群——CD4+幼稚、CD4+记忆、CD4+调节,CD8+ T细胞也包括3个亚群——CD8+幼稚、CD8+记忆、CD8+效应。各亚群在14 d内发生不同比例变化,幼稚群减少,调节群、效应群和记忆群比例增加,其中CD8+效应亚群的细胞毒因子(NKG7、GZMA、CTSW、GZMB、GZMK、KLRC1)表达量均升高,微移植前后表达量的差异有统计学意义(P<0.05),提示微移植提高了受鼠的免疫杀伤功能,而调节T细胞亚群表达大量免疫抑制因子配体LGALS9、CD274、IL10、PDCD1LG2、CD48、IL2和CD200R1,与效应亚群的受体结合,负向调节细胞毒作用并最终达到免疫稳定状态。
    结论 无预处理条件下,单独输注供体GDSC可形成供体微嵌合,成功建立自然免疫状态下的小鼠微移植模型。微移植可引发受鼠体内早期T细胞,尤其是CD8+效应群和CD4+调节群的差异基因表达、信号通路富集等,提示了相应的细胞毒作用和免疫调节性反应;本研究为进一步揭示微移植的免疫和分子机制提供帮助,并为微移植的临床应用提供潜在的可能和思路。

     

    Abstract:
    Background Phenotypic and molecular characteristics of the immune cell population after microtransplantation (MST), heterogeneity within the population, and evolution of T cells are still unclear.
    Objective To characterize the early changes of T cells in mice after MST and the corresponding mechanisms by applying single-cell sequencing.
    Methods Female CB6F1 mice (H-2Kb/d) were used as recipients and male C57BL/6J mice (H-2Kb/b) were used as donors. The microtransplantation mouse model was established by infusing 6 × 107 G-CSF-mobilized donor spleen cells (GDSC) into the recipients without any pretreatment and graft versus host disease (GVHD) prophylaxis. Single nucleated cells were collected from the peripheral blood of microtransplanted mice at 0 d, 7 d and 14 d (3 mice at 0 d, 6 mice at 7 d and 14 d). All data from each sample were combined after sorting CD3 + cells with a flow sorter to perform unsupervised clustering of the data based on highly variable genes, and cells were projected in two dimensions using uniform manifold approximation and projection (UMAP). The known sex genes Ddx3y, Eif2s3y, Xist and Tsix were used to differentiate donors and recipients. Validation was performed with single cell transcriptome sequencing and unbiased bioinformatics analysis.
    Results Donor cells survived and proliferated in recipients as microchimeric chimeras after microtrans-plantation. Differential gene expression from scRNA-seq data classified T cells into six subpopulations, with CD4 + T cells comprising three subpopulations: CD4 + Naive, CD4 + Memory, CD4 + Treg, and CD8 + T cells also comprising three T cell subpopulations: CD8 + Naive, CD8 + Memory, CD8 + Effector. The expression of cytotoxic factors (NKG7, GZMA, CTSW, GZMB, GZMK, KLRC1) in the CD8 + Effector subpopulation was increased, and the difference in expression before and after microtransplantation was statistically significant (P<0.05), which suggested that microtransplantation increased the killing and effector functions of the recipient mice, while the regulatory T cell subpopulation expressed a large number of immunosuppressive factors LGALS9, CD274, IL10, PDCD1LG2, CD48, IL2, CD200R1 and effector subpopulation receptors to negatively regulate cytotoxicity and eventually achieve immune stability.
    Conclusion Under pretreatment-free conditions, infusion of donor GDSC alone can form donor microchimerism and successfully establish a mouse microtransplantation model under natural immune status. Further mechanistic studies showed that microtransplantation could trigger differential gene expression and signaling pathway enrichment of early T cells, especially CD8 + Effector population and CD4 + central Treg population in recipient mice, suggesting corresponding cytotoxic effects and immunomodulatory responses, which provides useful insights into the immunological and molecular mechanisms of microtransplantation and offers some new ideas for clinical applications of microtransplantation.

     

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