IRF-5 Promotes Cell Death in CD4 T Cells during Chronic Infection
Bibliographic record
Abstract
The transcription factor interferon regulatory factor 5 (IRF-5) plays an important function in innate immunity and in initiating pro-inflammatory responses against pathogens. IRF-5 is constitutively expressed in several cell types, including plasmacytoid dendritic cells, monocytes, and B cells. We have previously reported that IRF-5 is also expressed in T cells during infection. The role of IRF-5 in T cells is yet unknown. Here, we demonstrate that IRF-5 is increasingly expressed in interferon (IFN)-γ + CD4 T cells over the course of L. donovani infection. This transcription factor is induced by apoptotic material via Toll-like receptor 7 (TLR7) and promotes the expression of death receptor 5 (DR5). IRF-5 activation sensitizes CD4 T cells to cell death. Because tissue disruption and chronic inflammation are common characteristics of persistent infections, activation of IRF-5 in CD4 T cells may represent a common pathway that leads to suppression of protective CD4 T cell responses, favoring the establishment of chronic infection.
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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 | 0.000 |
| 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) | 0.003 | 0.002 |
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; both teacher heads agree on what is shown here.
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".