ATR kinase as master regulator of nucleotide excision repair during S phase of the cell cycle
Bibliographic record
Abstract
Nucleotide excision repair (NER) is a major determinant in cancer development and treatment via its essential role in eliminating highly-genotoxic, helix-distorting DNA adducts that block replication and transcription. Over the years, many elegant studies employing UV as model mutagen have led to a detailed understanding of how the NER pathway itself is coordinated. Nonetheless relatively little is known regarding any precise functions of various preeminent mutagen-responsive signaling cascades lying upstream of NER, notably those mediated by the canonical MAPKs or the PIKK family members ATR and ATM. Here we present a brief overview of NER, mostly in the context of studies on human cells treated with UV, and describe recent results from our laboratory which have significantly elucidated the role of UV-induced signal transduction in this repair pathway.
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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".