Stimulation of inflammasome‐dependent innate response by group A streptococcus ADP‐ribosyltransferase protects host from bacterial infections (539.9)
Bibliographic record
Abstract
Streptococcus pyogenes (GAS) is a causative agent of severe invasive infections including necrotizing fasciitis, bacteremia and toxic shock syndrome. SpyA (S. pyogenes ADP‐ribosyltransferase) is one of a subset of virulence factors significantly up‐regulated in the hyper‐invasive strain of a globally disseminated M1T1 GAS. Surprisingly, mice systematically challenged with GAS ΔspyA suffered significantly higher mortality and displayed reduced bacterial clearance. We recovered higher levels of ΔspyA GAS compared to the wild‐type (WT) strain from bone marrow‐derived macrophage (BMDM) killing assays. Complementation of the GAS ΔspyA mutant restored the WT BMDM survival phenotype, heterologous expression of SpyA in Staphylococcus aureus or the macrophage itself led to a significant increase in bacterial killing. Increased bacterial survival of the ΔspyA mutant was associated with severe attenuation of caspase‐1 dependent inflammasome activation and impaired IL‐1β production. BMDMs deficient in caspase‐1, NLRP3, ASC or pro‐ IL‐1β reversed the effect of SpyA expression on macrophage survival and abolished protection seen in WT infected mice. In conclusion, SpyA triggers caspase‐1 dependent inflammatory responses, or “pyroptosis” in macrophages, highlighting the importance of this macrophage innate immune response pathway in defense against invasive bacterial pathogens. Grant Funding Source : Canadian Institutes of Health Research (CIHR)
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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) | 0.003 | 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".