Genome-wide identification of SABATH gene family in soybean relate to salt, aluminum, chromium toxicity
Bibliographic record
Abstract
SABATH gene family in plants participates in metabolic processes such as methylation of various hormones and plays an essential role in plant response to abiotic stress. In this study, we identified and sequenced 28 SABATH genes in soybean and divided them into three groups. Genome mapping annotation suggested that tandem repeat was the cause of SABATH gene amplification in soybean. Phylogenetic and homology analyses show that the three groups may have originated from different ancestors. Transcriptome analysis was performed in six soybean tissues using data from public transcriptome. In addition, transcriptome and gene expression analyses revealed their expression patterns under different soybean varieties and various abiotic stresses. These results reveal the differential expression of GmSABATHs gene under these stresses, indicating their potential role in the mechanism of soybean adapting to environmental challenges. These results provide reference information for the evolutionary study of the SABATH family and the potential role of GmSABATHs in soybean resistance to abiotic stress.
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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 | 0.003 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.002 |
| 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".