The soybean NADPH oxidase gene <i>GmRbohK</i> is crucial for nodule formation in symbiosis
Bibliographic record
Abstract
Plants regulate various biological activities in cells by producing reactive oxygen species (ROS) as signal molecules. Plant NADPH oxidases, respiratory burst oxidase homologues (Rbohs), are the main source of ROS and participate in a variety of plant physiological processes. However, there are few studies regarding the function of Rbohs in rhizobium–legume symbiotic nodulation. A Rbohs subfamily gene GmRbohK was cloned and the gene expression and its subcellular localization were studied. The GmRbohK gene was highly expressed in soybean roots and nodules and greatly induced by rhizobia. GmRbohK was located at the cell membrane of Arabidopsis protoplasts. Moreover, RNA interference (RNAi) of GmRbohK resulted in a decrease in the number of nodules and nitrogenase activity. Meanwhile, the expression levels of nodulation marker genes decreased in association with the decrease in GmRbohK expression level. RNAi of GmRbohK inhibited the production of ROS and blocked infection events at the initial stage of nodule formation. Further analysis of nodule tissue sections revealed that RNAi of GmRbohK significantly reduced the number of bacteroids in the nodule infection area. In conclusion, GmRbohK is heavily involved in the regulation of soybean nodule formation.
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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 | 0.000 |
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 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".