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. 2015 Mar 13;11(3):e1004740.
doi: 10.1371/journal.ppat.1004740. eCollection 2015 Mar.

Characterization of CD8+ T cell differentiation following SIVΔnef vaccination by transcription factor expression profiling

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Characterization of CD8+ T cell differentiation following SIVΔnef vaccination by transcription factor expression profiling

James M Billingsley et al. PLoS Pathog. .

Erratum in

Abstract

The onset of protective immunity against pathogenic SIV challenge in SIVΔnef-vaccinated macaques is delayed for 15-20 weeks, a process that is related to qualitative changes in CD8+ T cell responses induced by SIVΔnef. As a novel approach to characterize cell differentiation following vaccination, we used multi-target qPCR to measure transcription factor expression in naïve and memory subsets of CD8++ T cells, and in SIV-specific CD8+ T cells obtained from SIVΔnef-vaccinated or wild type SIVmac239-infected macaques. Unsupervised clustering of expression profiles organized naïve and memory CD8+ T cells into groups concordant with cell surface phenotype. Transcription factor expression patterns in SIV-specific CD8+ T cells in SIVΔnef-vaccinated animals were distinct from those observed in purified CD8+ T cell subsets obtained from naïve animals, and were intermediate to expression profiles of purified central memory and effector memory T cells. Expression of transcription factors elicited by SIVΔnef vaccination also varied over time: cells obtained at later time points, temporally associated with greater protection, appeared more central-memory like than cells obtained at earlier time points, which appeared more effector memory-like. Expression of transcription factors associated with effector differentiation, such as ID2 and RUNX3, were decreased over time, while expression of transcription factors associated with quiescence or memory differentiation, such as TCF7, BCOR and EOMES, increased. CD8+ T cells specific for a more conserved epitope expressed higher levels of TBX21 and BATF, and appeared more effector-like than cells specific for an escaped epitope, consistent with continued activation by replicating vaccine virus. These data suggest transcription factor expression profiling is a novel method that can provide additional data complementary to the analysis of memory cell differentiation based on classical phenotypic markers. Additionally, these data support the hypothesis that ongoing stimulation by SIVΔnef promotes a distinct protective balance of CD8+ T cell differentiation and activation states.

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Conflict of interest statement

The authors have declared that no competing interests exist.

Figures

Fig 1
Fig 1. Segregation of sorted CD8+ T cell subsets by unsupervised hierarchical clustering.
Heat map expression values were transcript mean centered and represent expression relative to endogenous controls. Hierarchical clustering was performed using Euclidean distance and complete linkage methods.
Fig 2
Fig 2. Differential expression of transcription factors in CD8+ naïve and memory T cell subsets.
log2 mean expression values were normalized to naïve cell samples.
Fig 3
Fig 3. Principal component analysis of transcription factor expression profiles from SIV-specific MHC tetramer-sorted CD8+ T cells and sorted CD8+ T cell subsets.
(A) Plot of principal components 1 vs. 2, and 2 vs. 3 for each of the expression profiles assessed in sorted naïve and memory CD8+ T cell subsets isolated from healthy control animals (n = 5), and SIV-specific MHC tetramer-sorted CD8+ T cells isolated from animals (n = 4) at week 5 or week 20 following SIVΔnef vaccination. Principal components 1, 2 and 3 explain 92% of cumulative total variance. (B) PCA loading factors for each transcription factor.
Fig 4
Fig 4. Principal component analysis of transcription factor expression profiles from SIV-specific MHC tetramer-sorted CD8+ T cells from animals vaccinated with SIVΔnef, animals infected with wild-type SIV, and sorted CD8+ T cell subsets.
Plot of principal components 1 and 2 for each of the expression profiles assessed from sorted naïve and memory CD8+ T cell subsets, SIV-specific MHC tetramer-sorted CD8+ T cells isolated from SIVΔnef-vaccinated animals, and MHC tetramer-sorted CD8+ T cells isolated from animals (n = 5) at 20 weeks following wild-type SIV infection. Principal components 1 and 2 explain 77 percent of cumulative total variance.
Fig 5
Fig 5. Differential expression of transcription factors in CD8+ T cells isolated at week 5 and week 20 post-vaccination with SIVΔnef and at week 20 post-infection with wild-type SIV.
Symbols indicate log2 expression relative to endogenous controls in cells from individual animals. Red symbols indicate Gag CM9-specific cells, blue symbols indicate Tat SL8-specific cells. Sample means are indicated by horizontal bars. Statistically significant (p≤0.05) differences in transcription factor expression between cells from week 5 and week 20 post-SIVΔnef vaccination, or between cells from week 20 post-SIVΔnef vaccination and week 20 post-wild-type SIV infection are indicated by horizontal bars with asterisks. Statistically significant differences between Gag CM9 and Tat SL8-specific cells are indicated by vertical bars with asterisks.
Fig 6
Fig 6. Principal component analysis heat maps of transcription factor expression profiles from SIV-specific MHC tetramer-sorted CD8+ T cells from animals vaccinated with SIVΔnef, and sorted naïve and memory CD8+ T cells.
Heat map log2 relative expression values were range normalized for each transcription factor.

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