Suramin inhibits oxidant signalling in tobacco suspension‐cultured cells
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
Abstract Plant cells respond to ultraviolet radiation and other oxidant‐generating agents by mobilizing cellular defences, but the signal network linking perception of redox perturbation with defence remains unknown. Irradiation of tobacco suspension‐cultured cells with UVC was found to induce the activation of a specific MAPK 46 (salicylic acid‐induced protein kinase) within 1 min. To explore where UVC and other oxidants might initially act to trigger this signal response, we employed suramin, a non‐membrane‐permeable reagent that interferes with membrane receptor‐mediated signalling in mammalian cells. Pre‐treatment of tobacco cells with suramin strongly attenuated the UVC‐induced activation of MAPK 46 in a concentration‐dependent manner. Suramin was also able to interdict both ozone‐ and hydrogen peroxide‐induced activation of MAPK 46 , indicating that reactive oxygen species (ROS) signalling to the MAPK cascade in general may be initiated at the cell membrane, perhaps through oxidative activation of membrane receptors.
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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) | 0.002 | 0.001 |
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