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Persistent infection is associated with divergent evolution of T cell repertoires
Daniel Y. Chang, Barbara Bravi, Sakshi Malik, Donald J. McGuire, Hasan Ahmed, Rustom Antia, Rafi Ahmed, Ehsan Ghorani
Daniel Y. Chang, Barbara Bravi, Sakshi Malik, Donald J. McGuire, Hasan Ahmed, Rustom Antia, Rafi Ahmed, Ehsan Ghorani
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Research Article Immunology Inflammation

Persistent infection is associated with divergent evolution of T cell repertoires

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Abstract

In chronic infection, T cell clones recognizing the same epitope are variably expanded, with some clones evolving to become dominant, while others are lost. Clonal expansion and changes in the repertoire reflect both T cell receptor–intrinsic (TCR-intrinsic) and -extrinsic factors, yet the individuality of TCR repertoires makes it difficult to disentangle how TCR sequence shapes clonal behaviors. To address this, we exploited the observation that TCRs can be grouped into clusters based on sequence similarity. Using complementarity-determining region 3β (CDR3β) sequencing data derived from lymphocytic choriomeningitis virus–specific CD8+ T cells from mice infected early and late in the course of chronic infection, we identified CDR3β clusters ubiquitously shared by all mice. The pattern of CDR3β cluster abundance was highly similar between mice at the early time point in both self-limiting and persistent infection models. Over the course of chronic infection, the pattern of cluster abundance diverged between mice and dominant clones emerged that did not share sequence similarity between mice. This repertoire divergence was not observed in self-limiting infection, where the pattern of cluster abundance established early in infection was stable between mice beyond resolution of infection. In chronic infection, the repertoires of stem-like and exhausted antigen-specific T cells remained similar over time within individual mice, suggesting clonal selection acts on the stem-like pool. Our findings suggest that antigen-specific CD8+ T cell clones expanded early in infection have CDR3β motifs that are shared between mice, supporting a role for TCR structural properties in determining the repertoire structure. Divergent patterns of repertoire composition later in chronic infection suggest that these shared CDR3β motifs are less important in patterning the repertoire than during the initial response and there is greater complexity in factors that sculpt the repertoire over the course of persistent antigen exposure.

Authors

Daniel Y. Chang, Barbara Bravi, Sakshi Malik, Donald J. McGuire, Hasan Ahmed, Rustom Antia, Rafi Ahmed, Ehsan Ghorani

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Figure 6

CDR3 cluster usage in acute and chronic infection.

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CDR3 cluster usage in acute and chronic infection.
Mice were infected wi...
Mice were infected with LCMV Armstrong or clone 13 and GP33-reactive CD8+ T cells sorted for CDR3β sequencing early after infection (d8) or late after infection (d60 for clone 13, d200 for Armstrong). Different mice were sampled at each time point. CDR3βs from Armstrong-infected mice were assigned to previously found clone 13 clusters based on identification of the most similar matching CDR3β sequence. (A) PCA plot of cluster abundance as a proportion of the repertoire, across strains (Armstrong vs. clone 13) and time points (early vs. late after infection). (B) Comparison of the TCR repertoire similarity among mice sampled on d8, d200, or comparing mice between d8 and d200 (P values calculated by Wilcoxon rank-sum tests). (C) Abundance of each cluster across the 4 groups. (D) Fold change of observed over expected cluster abundance. Circle size depicts fold change. Red circles denote clusters that are significantly more abundant than expected; blue circles denote cluster is significantly less abundant than expected. P values in B were calculated by 2-tailed Wilcoxon rank-sum tests and in D by permutation (see Methods).

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