DNA Repair and Replication Fork Helicases Are Differentially Affected by Alkyl Phosphotriester Lesion
Bibliographic record
Abstract
DNA helicases are directly responsible for catalytically unwinding duplex DNA in an ATP-dependent and directionally specific manner and play essential roles in cellular nucleic acid metabolism. It has been conventionally thought that DNA helicases are inhibited by bulky covalent DNA adducts in a strand-specific manner. However, the effects of highly stable alkyl phosphotriester (PTE) lesions that are induced by chemical mutagens and refractory to DNA repair have not been previously studied for their effects on helicases. In this study, DNA repair and replication helicases were examined for unwinding a forked duplex DNA substrate harboring a single isopropyl PTE specifically positioned in the helicase-translocating or -nontranslocating strand within the double-stranded region. A comparison of SF2 helicases (RecQ, RECQ1, WRN, BLM, FANCJ, and ChlR1) with a SF1 DNA repair helicase (UvrD) and two replicative helicases (MCM and DnaB) demonstrates unique differences in the effect of the PTE on the DNA unwinding reactions catalyzed by these enzymes. All of the SF2 helicases tested were inhibited by the PTE lesion, whereas UvrD and the replication fork helicases were fully tolerant of the isopropyl backbone modification, irrespective of strand. Sequestration studies demonstrated that RECQ1 helicase was trapped by the PTE lesion only when it resided in the helicase-translocating strand. Our results are discussed in light of the current models for DNA unwinding by helicases that are likely to encounter sugar phosphate backbone damage during biological DNA transactions.
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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 | 0.000 |
| 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".