Association between fertility and molecular sub-type of global isolates of<i>Cryptococcus gattii</i>molecular type VGII
Why this work is in the frame
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Bibliographic record
Abstract
The basidiomycetous yeast Cryptococcus gattii, is a primary pathogen which causes disease in apparently healthy humans and a wide range of animals. Recently, an outbreak of cryptococcosis caused by a previously uncommon genotype of C. gattii, VGII, emerged on Vancouver Island, British Columbia, Canada. Two pathogenic sub-types of VGII (designated VGIIa and VGIIb) were identified among these isolates. All of the isolates proved to be mating type alpha and had exceptionally high sporulation capacity. The common subtype, VGIIa, was more virulent than VGIIb in mice, suggesting a linkage between subtype and fertility/virulence. To test this hypothesis, we compared the fertility of 91 isolates from the Vancouver Island outbreak with that of 72 VGII isolates selected globally. Of all isolates, 69.94% were found to be fertile and exhibited clamp connections and basidiospores. The Vancouver isolates showed a high fertility rate of 84.2% as compared to only 29% of the 21 Australian isolates investigated. Mating type alpha strains were more fertile (72.79%) than mating type a (43.75%) (p<0.022). Amongst the two subtypes of VGII a much higher proportion of VGIIa (91.7%) than VGIIb (33.3%) was fertile (p<0.001). These results suggest that there is a clear correlation between the VGII subtypes of C. gattii and their mating/fertility. Further in vitro and in vivo investigations of more strains and congenic pairs are warranted.
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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 | 0.000 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 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) | 0.000 | 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 it