BdHD1, a histone deacetylase of <i>Brachypodium distachyon</i> , interacts with two drought-responsive transcription factors, BdWRKY24 and BdMYB22
Bibliographic record
Abstract
Histone deacetylases (HDACs) play an important role in plant stress response. In Brachypodium distachyon, which is model species for molecular biology research on monocot plants, the histone deacetylase BdHD1, homologous to AtHDAC1 of the RPD3/HDA1 class, functions as a positive regulator in the plant drought stress response. AtHDAC1 has been found to interact with transcription factors to regulate gene expression. However, the drought-responsive transcription factors that interact with BdHD1 have not been identified yet. Previously, we identified BdWRKY24 and BdMYB22 as drought responsive transcription factors in Brachypodium. In this study, we used yeast two-hybrid (Y2 H) and bimolecular fluorescence complementation (BiFC) assays to show that BdHD1 interacts with BdWRKY24 and BdMYB22. Our findings provides a base to investigate BdHD1-transcription factor complexes in the context of drought stress response in Brachypodium.
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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) | 0.001 | 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 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".