PB1-F2 Modulates Early Host Responses but Does Not Affect the Pathogenesis of H1N1 Seasonal Influenza Virus
Bibliographic record
Abstract
In the context of infections with highly pathogenic influenza A viruses, the PB1-F2 protein contributes to virulence and enhances lung inflammation. In contrast, its role in the pathogenesis of seasonal influenza viral strains is less clear, especially in the H1N1 subtype, where strains can have a full-length 87- to 90-amino-acid protein, a truncated 57-amino-acid version, or lack the protein altogether. Toward this, we introduced the full-length 1918 PB1-F2, or prevented PB1-F2 expression, in H1N1 A/USSR/90/77, a seasonal strain that naturally expresses a truncated PB1-F2. All viruses replicated with similar efficiency in ferret or macaque ex vivo lung cultures and elicited similar cytokine mRNA profiles. In contrast, the virus expressing the 1918 PB1-F2 protein caused a delay of proinflammatory responses in ferret blood-derived macrophages, while the PB1-F2 knockout virus resulted in a more rapid response. A similar but less pronounced delay in innate immune activation was also observed in the nasal wash cells of ferrets infected with the 1918 PB1-F2-expressing virus. However, the three viruses did not differ in their virulence or clinical course in ferrets, supporting speculations that PB1-F2 is of limited importance for the pathogenesis of primary viral infection with human seasonal H1N1 viruses.
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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 | 0.001 |
| 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 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".