Cross-Priming of a Single Viral Protein from Lymphocytic Choriomeningitis Virus Alters Immunodominance Hierarchies of CD8 <sup>+</sup> T Cells during Subsequent Viral Infections
Bibliographic record
Abstract
Immunogenic epitopes that stimulate CD8+ T cells can be organized into an immunodominance hierarchy, based on their ability to induce T-cell priming and subsequent expansion. Cytotoxic CD8+ T cells can be primed through the cross-priming pathway, where exogenous viral proteins are acquired by professional antigen-presenting cells (pAPCs). We have previously reported that lymphocytic choriomeningitis nucleoprotein (LCMV-NP) expressed in HEK cells (HEK-NP) induces cross-priming of CD8+ T cells in vivo. In this study, we have used this HEK-NP model to study the effects of LCMV-NP cross-priming on the LCMV immunodominance hierarchy following viral challenge. Our results highlight the contribution of cross-priming to the immune response, since the T-cell hierarchy was significantly altered as a result of exogenous processing of a single virus protein, and this phenomenon was maintained throughout the memory response. Moreover, as a result of cross-priming, in vivo CD8+ T-cell killer activity was enhanced during subsequent virus assaults. These findings have significant implications for immunotherapy because they demonstrate that exogenous delivery of specific T-cell epitopes can be utilized to manipulate the host's CD8+ T-cell memory immunodominance responses.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.001 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".