A deoxyribozyme that harnesses light to repair thymine dimers in DNA
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
In vitro selection was used to investigate whether nucleic acid enzymes are capable of catalyzing photochemical reactions. The reaction chosen was photoreactivation of thymine cyclobutane dimers in DNA by using serotonin as cofactor and light of wavelengths longer than the absorption spectrum of DNA. Curiously, the dominant single-stranded DNA sequence selected, UV1A, was found to repair its internal thymine dimer substrate efficiently even in the absence of serotonin or any other cofactor. UV1C, a 42-nucleotide fragment of UV1A, repaired the thymine dimer substrate in trans (k(cat)/k(uncat) = 2.5 x 10(4)), showing optimal activity with 305 nm light and thus resembling naturally occurring photolyase enzymes. Mechanistic investigation of UV1C indicated that its catalytic role likely exceeded the mere positioning of the substrate in a conformation favorable for photoreactivation. A higher-order structure, likely a quadruplex, formed by specific guanine bases within the deoxyribozyme, was implicated as serving as a light-harvesting antenna, with photoreactivation of the thymine dimer proceeding possibly via electron donation from an excited guanine base. In a primordial "RNA world," self-replicating nucleic acid populations may have been vulnerable to deactivation via UV light-mediated pyrimidine dimer formation. Photolyase nucleic acid enzymes such as the one described here could thus have played a role in preserving the integrity of such an RNA world.
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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 | 0.001 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| 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 it