CELL DEATH AND ANTI-CELL DEATH IN TWO WHEAT CULTIVARS AND THE IMPLICATION OF THEIR INVOLVEMENT IN DISEASE RESPONSE
Bibliographic record
Abstract
Cell death occurs under various developmental and stress conditions. Its involvement in plant response to pathogen attacks has been well studied in model plant Arabidopsis thaliana. In our present work, Fumonisin B1, a toxin from Fusarium verticillioides, a major fungal pathogen of cereals, was used as a biotic stressor to trigger responses in two wheat cultivars. Fumonisin B1 induced cell death in both Fusarium head blight (FHB) resistant and FHB susceptible cultivars (Frontana and Roblin, respectively). The treatment also triggered DNA smearing in both. However, the expression of two DNA repairing genes was enhanced in Frontana but not in Roblin. Our results have suggested potential regulatory differences in the response to FB1 toxin in FHB resistant and FHB susceptible cultivars.
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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 | 0.001 | 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".