Microbiology & Immunology - Research Publications

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    High expression of CD38 and MHC class II on CD8+T cells during severe influenza disease reflects bystander activation and trogocytosis
    Jia, X ; Chua, B ; Loh, L ; Koutsakos, M ; Kedzierski, L ; Olshanski, M ; Heath, W ; Xu, J ; Wang, Z ; Kedzierska, K ( 2021)
    Although co-expression of CD38 and HLA-DR on CD8 + T cells reflects activation during influenza, SARS-CoV-2, Dengue, Ebola and HIV-1 viral infections, high and prolonged CD38 + HLA-DR + expression can be associated with severe and fatal disease outcomes. As the expression of CD38 + HLA-DR + is poorly understood, we used mouse models of influenza A/H7N9, A/H3N2 and A/H1N1 infection to investigate the mechanisms underpinning CD38 + MHC-II + phenotype on CD8 + T-cells. Our analysis of influenza-specific immunodominant D b NP 366 +CD8 + T-cell responses showed that CD38 + MHC-II + co-expression was detected on both virus-specific and bystander CD8 + T-cells, with increased numbers of both CD38 + MHC-II + CD8 + T-cell populations observed in the respiratory tract during severe infection. To understand the mechanisms underlying CD38 and MHC-II expression, we also used adoptively-transferred transgenic OT-I CD8 + T-cells recognising the ovalbumin-derived K b SIINFEKL epitope and A/H1N1-SIINKEKL infection. Strikingly, we found that OT-I cells adoptively-transferred into MHC-II −/− mice did not display MHC-II after influenza virus infection, suggesting that MHC-II was acquired via trogocytosis in wild-type mice. Additionally, detection of CD19 on CD38 + MHC II + OT-I cells further supports that MHC-II was acquired by trogocytosis, at least partially, sourced from B-cells. Our results also revealed that co-expression of CD38 + MHC II + on CD8 + T-cells was needed for the optimal recall ability following secondary viral challenge. Overall, our study provides evidence that both virus-specific and bystander CD38 + MHC-II + CD8 + T-cells are recruited to the site of infection during severe disease, and that MHC-II expression occurs via trogocytosis from antigen-presenting cells. Our findings also highlight the importance of the CD38 + MHC II + phenotype for CD8 + T-cell memory establishment and recall.

    Summary

    Co-expression of CD38 and MHC-II on CD8 + T cells is recognized as a classical hallmark of activation during viral infections. High and prolonged CD38 + HLA-DR + expression, however, can be associated with severe disease outcomes and the mechanisms are unclear. Using our established influenza wild-type and transgenic mouse models, we determined how disease severity affected the activation of influenza-specific CD38 + MHC-II + CD8 + T cell responses in vivo and the antigenic determinants that drive their activation and expansion. Overall, our study provides evidence that both virus-specific and bystander CD38 + MHC-II + CD8 + T-cells are recruited to the site of infection during severe disease, and that MHC-II expression occurs, at least in part, via trogocytosis from antigen-presenting cells. Our findings also highlight the importance of the CD38 + MHC II + phenotype for CD8 + T-cell memory establishment and recall.
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    Temporal mixture modelling of single-cell RNA-seq data resolves a CD4+ T cell fate bifurcation
    Lönnberg, T ; Svensson, V ; James, K ; Fernandez-Ruiz, D ; Sebina, I ; Montandon, R ; Soon, M ; Fogg, L ; Stubbington, M ; Otzen Bagger, F ; Zwiessele, M ; Lawrence, N ; Souza-Fonseca-Guimaraes, F ; Heath, W ; Billker, O ; Stegle, O ; Haque, A ; Teichmann, S ( 2016)
    Differentiation of naïve CD4 + T cells into functionally distinct T helper subsets is crucial for the orchestration of immune responses. Due to multiple levels of heterogeneity and multiple overlapping transcriptional programs in differentiating T cell populations, this process has remained a challenge for systematic dissection in vivo . By using single-cell RNA transcriptomics and computational modelling of temporal mixtures, we reconstructed the developmental trajectories of Th1 and Tfh cell populations during Plasmodium infection in mice at single-cell resolution. These cell fates emerged from a common, highly proliferative and metabolically active precursor. Moreover, by tracking clonality from T cell receptor sequences, we infer that ancestors derived from the same naïve CD4 + T cell can concurrently populate both Th1 and Tfh subsets. We further found that precursor T cells were coached towards a Th1 but not a Tfh fate by monocytes/macrophages. The integrated genomic and computational approach we describe is applicable for analysis of any cellular system characterized by differentiation towards multiple fates.

    One Sentence Summary

    Using single-cell RNA sequencing and a novel unsupervised computational approach, we resolve the developmental trajectories of two CD4 + T cell fates in vivo , and show that uncommitted T cells are externally influenced towards one fate by inflammatory monocytes.