High Levels of Oxidative Stress Globally Inhibit Gene Transcription and Histone Acetylation
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
Oxidative stress has been shown to induce ubiquitynation of RNA polymerase II, but direct bearing of that phenomenon on global transcription still remains elusive. In this report, we show that high levels of cellular oxidative stress globally inhibit gene transcription, and that this decrease in transcription is only partly attributable to reduced binding of RNA polymerase II to a model gene promoter. Importantly, we show that this decrease in transcription correlates with a significant decrease in histone H3 and H4 acetylation levels both throughout a model gene, and also globally in the nucleus of cells. Our results suggest that high levels of oxidative stress can inhibit transcription by a mechanism, at least in part, that impedes global histone acetylation levels.
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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 | 0.000 | 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 it