<i>In Vitro</i> Selection and Characterization of a Light‐up DNA Aptamer for Thiazole Orange
Bibliographic record
Abstract
Abstract A new DNA aptamer that binds to the target Thiazole Orange‐biotin (TO1‐biotin) was isolated after nine rounds of in vitro selection. The selection was performed on streptavidin‐coated beads with the target bound to the surface and with free dye in solution in higher selection rounds to select for slower off‐rate binding. Using next‐generation sequencing (NGS), the libraries after the 4 th and 9 th rounds of selection were sequenced to identify enriched sequences. Several sequence families emerged, showing superior fluorescence enhancement and high affinity for the target compared to the other families obtained by NGS analysis. These sequence families were further studied to understand the binding interactions better. Primary sequence and secondary structure analysis tools were used to identify a hypothetical three‐tiered G‐quadruplex motif for these families. This indicates that the TO1‐biotin DNA aptamer identified here uses a similar ligand‐binding topology to the original Mango RNA aptamer.
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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".