STAT1-dependent tolerance of intestinal viral infection
Bibliographic record
Abstract
Abstract Recent evidence indicates that viral components of the microbiota can contribute to intestinal homeostasis and protection from local inflammatory or infectious insults. However, host-derived mechanisms that maintain tolerance to the virome remain largely unknown. Here, we use colonization with the model commensal murine norovirus (MNV CR6) to interrogate host-directed mechanisms of viral tolerance, and show that STAT1 is a central coordinator of tolerance following CR6 colonization. STAT1 restricts CR6 replication to the intestinal tract, prevents systemic viral-induced tissue damage and disease, and regulates antiviral CD4 + and CD8 + T cell responses. In contrast to systemic viral pathogens that drive T cell mediated immunopathology in STAT1-deficient mice, our data indicates that loss of CD4 + or CD8 + T cells and their associated effector functions has no effect on CR6-induced disease. However, therapeutic administration of an antiviral compound to limit viral replication prevented viral-induced tissue damage and death despite ongoing dysregulated antiviral T cell responses. Collectively, our data uncouple the requirement for STAT1-mediated regulation of antiviral T cell responses from innate immune-mediated restriction of viral replication that is necessary for intestinal viral tolerance.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.000 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.004 | 0.001 |
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 source (direct Gemma or distilled Codex), 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".