Deoxyribozymes that catalyze photochemistry: cofactor-dependent and -independent photorepair of thymine dimers
Bibliographic record
Abstract
Experimental strategies involving in vitro selection, designed to test the validity of the "RNA World Hypothesis", have demonstrated a significantly broader catalytic range for RNA (and, nucleic acids in general) than found in naturally occurring ribozymes. We wished to explore whether photochemical reactions could be catalyzed by nucleic acid enzymes. In vitro selection experiments were carried out to obtain "photolyase" deoxyribozymes, capable of photoreversing thymine cyclobutane dimers in the presence of a cofactor, serotonin. During in vitro selection from a thymine-dimer containing random DNA library, irradiated with light >300 nm, two pools of catalytic nucleic molecules emerged--one that required serotonin for activity, and another pool that, surprisingly, did not. Characterization of the serotonin-independent clones indicated the optimal wavelength for its repair activity (approximately 1,400-fold) to be approximately 300 nm, notably red-shifted from the absorption maximum of the DNA itself. The folded enzyme may contain a G-quadruplex (whose spectra have red-shifted tails relative to duplex absorbance), and our hypothesis has the folded enzyme as an antenna for the efficient channelling of light or electrons to the thymine dimer, much in the manner of protein photolyases.
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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) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| Insufficient payload (model declined to judge) | 0.002 | 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".