A Simple Molecular Rotor for Defining Nucleoside Environment within a DNA Aptamer–Protein Complex
Bibliographic record
Abstract
The simple 5-furyl-2'-deoxyuridine ((Fur)dU) nucleobase exhibits dual probing characteristics displaying emissive sensitivity to changes in microenvironment polarity and to changes in solvent rigidity due to its molecular rotor character. Here, we demonstrate its ability to define the microenvironment of the various thymidine (T) loop residues within the thrombin binding aptamer (TBA) upon antiparallel G-quadruplex (GQ) folding and thrombin binding. The emissive sensitivity of the (Fur)dU probe to microenvironment polarity provides a diagnostic handle to distinguish T bases that are solvent-exposed within the GQ structure compared with probe location in the apolar duplex. Its molecular rotor properties then provide a turn-on fluorescent switch to identify which T residues within the GQ bind specifically to the protein target (thrombin). The fluorescence sensing characteristics of (Fur)dU make it an attractive tool for mapping aptamer-protein interactions at the nucleoside level for further development of modified aptamers for a wide range of diagnostic and therapeutic applications.
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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".