Formation of the P1.1 pseudoknot is critical for both the cleavage activity and substrate specificity of an antigenomic trans-acting hepatitis delta ribozyme
Bibliographic record
Abstract
Hepatitis delta virus RNAs possess self-cleavage activities that produce 2',3'-cyclic phosphate and 5'-hydroxyl termini (i.e. cis-acting delta ribozyme). Trans-acting delta ribozymes have been engineered by removing a junction from the cis version, thereby producing one molecule possessing the substrate sequence and the other the catalytic domain. According to the pseudoknot model, the secondary structure of the delta ribozyme includes a pseudoknot (i.e. P1.1 stem) formed by two base pairs from residues of the L3 loop and J1/4 junction. A collection of 48 P1.1 stem mutants was synthesized in order to provide an original characterization of both the importance and the structure of this pseudoknot in a trans-acting version of the ribozyme. Several structural differences were noted compared to the results reported for cis-acting ribozymes. For example, a combination of two stable Watson-Crick base pairs composing the essential P1.1 stem was demonstrated to be crucial for a significant level of activity, while the cis version required only one base pair. In addition, we present the first physical evidences revealing that the composition of the P1.1 stem affects the substrate specificity for ribozyme cleavage. Depending on the residues forming the J1/4 junction, non-productive ribozyme-substrate complexes can be observed. This phenomenon is proposed to be important for further development of a gene-inactivation system based on delta ribozyme.
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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) | 0.000 | 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 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".