<scp>6‐phenylpyrrolocytosine</scp> as a fluorescent probe to examine nucleotide flipping catalyzed by a <scp>DNA</scp> repair protein
Bibliographic record
Abstract
Abstract Cellular exposure to tobacco‐specific nitrosamines causes formation of promutagenic O6‐[4‐oxo‐4‐(3‐pyridyl)but‐1‐yl]guanine (O6‐POB‐G) and O6‐methylguanine (O6‐Me‐G) adducts in DNA. These adducts can be directly repaired by O6‐alkylguanine‐DNA alkyltransferase (AGT). Repair begins by flipping the damaged base out of the DNA helix. AGT binding and base‐flipping have been previously studied using pyrrolocytosine as a fluorescent probe paired to the O6‐alkylguanine lesion, but low fluorescence yield limited the resolution of steps in the repair process. Here, we utilize the highly fluorescent 6‐phenylpyrrolo‐2′‐deoxycytidine (6‐phenylpyrrolo‐C) to investigate AGT‐DNA interactions. Synthetic oligodeoxynucleotide duplexes containing O6‐POB‐G and O6‐Me‐G adducts were placed within the CpG sites of codons 158, 245, and 248 of the p53 tumor suppressor gene and base‐paired to 6‐phenylpyrrolo‐C in the opposite strand. Neighboring cytosine was either unmethylated or methylated. Stopped‐flow fluorescence measurements were performed by mixing the DNA duplexes with C145A or R128G AGT variants. We observe a rapid, two‐step, nearly irreversible binding of AGT to DNA followed by two slower steps, one of which is base‐flipping. Placing 5‐methylcytosine immediately 5′ to the alkylated guanosine causes a reduction in rate constant of nucleotide flipping. O6‐POB‐G at codon 158 decreased the base flipping rate constant by 3.5‐fold compared with O6‐Me‐G at the same position. A similar effect was not observed at other codons.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| 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 | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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 source (direct Gemma or distilled Codex), 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".