A plant‐specific <i><scp>HUA</scp>2‐<scp>LIKE</scp></i> (<i>HULK</i>) gene family in <i><scp>A</scp>rabidopsis thaliana</i> is essential for development
Bibliographic record
Abstract
In Arabidopsis thaliana, the HUA2 gene is required for proper expression of FLOWERING LOCUS C (FLC) and AGAMOUS, key regulators of flowering time and reproductive development, respectively. Although HUA2 is broadly expressed, plants lacking HUA2 function have only moderately reduced plant stature, leaf initiation rate and flowering time. To better understand HUA2 activity, and to test whether redundancy with similar genes underlies the absence of strong phenotypes in HUA2 mutant plants, we identified and subsequently characterized three additional HUA2-LIKE (HULK) genes in Arabidopsis. These genes form two clades (HUA2/HULK1 and HULK2/HULK3), with members broadly conserved in both vascular and non-vascular plants, but not present outside the plant kingdom. Plants with progressively reduced HULK activity had increasingly severe developmental defects, and plants homozygous for loss-of-function mutations in all four HULK genes were not recovered. Multiple mutants displayed reproductive, embryonic and post-embryonic abnormalities, and provide detailed insights into the overlapping and unique functions of individual HULK genes. With regard to flowering time, opposing influences were apparent: hua2 hulk1 plants were early-flowering, while hulk2 hulk3 mutants were late-flowering, and hua2 acted epistatically to cause early flowering in all combinations. Genome-wide expression profiling of mutant combinations using RNA-Seq revealed complex transcriptional changes in seedlings, with FLC, a known target of HUA2, among the most affected. Our studies, which include characterization of HULK expression patterns and subcellular localization, suggest that the HULK genes encode conserved nuclear factors with partially redundant but essential functions associated with diverse genetic pathways in plants.
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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) | 0.000 | 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) | 0.001 | 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".