First unravelling of the hidden and intricate evolutionary history of a bacterial group II intron family
Bibliographic record
Abstract
Bacterial group II introns are large RNA enzymes that self-splice from primary transcripts. Following excision, they can invade various DNA target sites using RNA-based mobility pathways. As fast-evolving retromobile elements that move between genetic loci within and across species, their evolutionary history was proved difficult to study and infer. Here we identified several homologs of Ll.LtrB, the model group II intron from Lactococcus lactis, and traced back their evolutionary relationship through phylogenetic analyses. Our data demonstrate that the Ll.LtrB homologs in Lactococci originate from a single and recent lateral transfer event of Ef.PcfG from Enterococcus faecalis. We also show that these introns disseminated in Lactococci following recurrent episodes of independent mobility events in conjunction with occurences of lateral transfer. Our phylogenies identified additional lateral transfer events from the environmental clade of the more diverged Lactococci introns to a series of low GC gram-positive bacterial species including E. faecalis. We also determined that functional intron adaptation occurred early in Lactococci following Ef.PcfG acquisition from E. faecalis and that two of the more diverged Ll.LtrB homologs remain proficient mobile elements despite the significant number of mutations acquired. This study describes the first comprehensive evolutionary history of a bacterial group II intron family.
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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 | 0.001 | 0.005 |
| Meta-epidemiology (narrow) | 0.001 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.001 |
| Bibliometrics | 0.003 | 0.005 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.002 | 0.001 |
| Open science | 0.002 | 0.002 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.013 | 0.009 |
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".