RNAi is a critical determinant of centromere evolution in closely related fungi
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
Significance The “centromere paradox” refers to rapidly evolving and highly diverse centromere DNA sequences even in closely related eukaryotes. However, factors contributing to this rapid divergence are largely unknown. Here, we identified large regional, LTR retrotransposon-rich centromeres in a group of human fungal pathogens belonging to the Cryptococcus species complex. We provide evidence that loss-of-functional RNAi machinery and possibly cytosine DNA methylation trigger instability of the genome by activation of centromeric retrotransposons presumably suppressed by RNAi. We propose that RNAi, together with cytosine DNA methylation, serves as a critical determinant that maintains repetitive transposon-rich centromere structures. This study explores the direct link between RNAi and centromere structure evolution.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| 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