Biophysical and Biological Characterization of Hairpin and Molecular Beacon RNase H Active Antisense Oligonucleotides
Bibliographic record
Abstract
Antisense oligonucleotides (ASOs) are single stranded, backbone modified nucleic acids, which mediate cleavage of complementary RNA by directing RNase H cleavage in cell culture and in animals. It has generally been accepted that the single stranded state in conjunction with the phosphorothioate modified backbone is necessary for cellular uptake and transport to the active compartment. Herein, we examine the effect of using hairpin structured ASOs to (1) determine if an ASO agent requires a single stranded conformation for efficient RNA knock down, (2) use a fluorophore-quencher labeled ASO to evaluate which moieties the ASO interacts with in cells and examine if cellular distribution can be determined with such probes, and (3) evaluate if self-structured ASOs can improve allele selective silencing between closely related huntingtin alleles. We show that hairpin shaped ASOs can efficiently down-regulate RNA in vitro, but potency correlates strongly negatively with increasing stability of the hairpin structure. Furthermore, self-structured ASOs can efficiently reduce huntingtin mRNA in the central nervous system of mice.
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How this classification was reachedexpand
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 | 0.000 |
| 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 teacher head, 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".