Enhanced Seed Carotenoid Levels and Branching in Transgenic <i>Brassica napus</i> Expressing the <i>Arabidopsis</i> <i>miR156b</i> Gene
Bibliographic record
Abstract
The Arabidopsis AtmiR156b gene was expressed in Brassica napus under the control of the cauliflower mosaic virus (CaMV) 35S promoter and the seed-specific napin promoter. Seed carotenoid levels, branching habit, seed yield, and seed weight were examined in the transgenic B. napus. Our results demonstrated that constitutive expression of AtmiR156b in B. napus resulted in enhanced levels of seed lutein and beta-carotene and a 2-fold increase in the number of flowering shoots, whereas AtmiR156b driven by the napin promoter did not affect these traits. This suggested that enhancement of seed quality and shoot branching are both related to AtmiR156b expression patterns. Seed yield and seed weight varied significantly within the transgenic lines. However, one line was found to have enhanced seed carotenoid levels but unchanged seed weight or yield. These data suggest that AtmiR156b gene expression could be applied in plant breeding initiatives for enhancing carotenoid production in canola and other crop species.
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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".