Virulent <i>Toxoplasma gondii</i> Evade Immunity-Related GTPase-Mediated Parasite Vacuole Disruption within Primed Macrophages
Why this work is in the frame
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Bibliographic record
Abstract
Cytokine-activated macrophages restrain the replication of intracellular parasites and disrupt the integrity of vacuolar pathogens. In this study, we show that inducible nitric oxide synthase and the immunity-related GTPase (IRG) family member Irgm3, respectively, are required for the ability of in vivo primed macrophages to restrain the growth of Toxoplasma gondii and to destroy the parasite's intracellular niche. Remarkably, virulent Type I strains of T. gondii evade IRG-dependent vacuolar disruption, while remaining susceptible to iNOS-dependent restriction. The ability of virulent T. gondii to escape killing by macrophages is controlled at the level of the individual vacuole and is associated with differential permissiveness for association of the IRG proteins Irga6 (IIGP1) and Irgb6 (TGTP) to the vacuolar membrane. Surprisingly, expression of the Type I ROP-18 virulence determinant in an avirulent strain did not confer the evasive phenotype. These results pinpoint evasion of vacuolar disruption by IRG proteins as a new determinant of pathogen virulence.
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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 | 0.002 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.001 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.001 | 0.003 |
| Insufficient payload (model declined to judge) | 0.000 | 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 it