Arabinonucleic Acids: 2′-Stereoisomeric Modulators of siRNA Activity
Bibliographic record
Abstract
We have investigated, for the first time, short interfering duplexes containing arabinonucleotides (ANA; the 2'-stereoisomer of RNA), as well as combinations of ANA with RNA, and their 2'-fluorinated derivatives 2F-ANA and/or 2'F-RNA. The results show that ANA is especially well accommodated in the sense strand of small interfering RNA (siRNA) duplexes, which can be extensively modified with little effect on potency. Furthermore, combining ANA with RNA and 2'F-ANA in siRNA passenger strands, particularly in patterns that bias duplex thermal stability, produces duplexes with similar (and sometimes enhanced) potency compared with native siRNA. Effective patterns of modification were identified against firefly luciferase screens in HeLa cells and then applied to knockdown of down-regulated in renal cell carcinoma (DRR), a novel and clinically tractable target for the treatment of glioblastoma.
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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) | 0.001 | 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".