Pre‐incubation of <i>Bradyrhizobium japonicum</i> with jasmonates accelerates nodulation and nitrogen fixation in soybean (<i>Glycine max</i>) at optimal and suboptimal root zone temperatures
Bibliographic record
Abstract
Jasmonic acid (JA) and methyl jasmonate, collectively known as jasmonates, are naturally occurring in plants; they are important signal molecules involved in induced disease resistance and mediate many physiological activities in plants. We studied the effect of JA and its methyl ester, methyl jasmonate (MeJA), on the induction of nod genes in Bradyrhizobium japonicum GG4 (USDA3) carrying a plasmid with a translational fusion between B. japonicum nodY and lacZ of Escherichia coli, and the expression activity was measured by β ‐galactosidase activity. Both JA and MeJA strongly induced the expression of nod genes. They have little or no deleterious effects on the growth of B. japonicum cells, while genistein (Gen) showed inhibitory effects. We further studied the effect of JA‐ and MeJA‐induced B. japonicum on soybean nodulation and nitrogen fixation under optimal (25°C) and suboptimal (17°C) root zone temperature (RZT) conditions. B. japonicum cells were grown in liquid yeast extract mannitol media and induced with a range of Gen, JA, and MeJA concentrations, including a treatment control with no inducer added. Soybean seedlings were grown at 25 or 17°C RZT with a constant air temperature (25°C) and inoculated, at the vegetative cotyledonary stage, with various B. japonicum induction treatments. Addition of Gen or jasmonates to B. japonicum , prior to inoculation, enhanced nodulation, nitrogen fixation, and plant growth at suboptimal RZT conditions. A higher concentration of Gen was inhibitory at 25°C, while this same concentration was stimulatory at 17°C. Interestingly, pre‐incubation of B. japonicum with JA and MeJA enhanced soybean nodulation and nitrogen fixation under both optimal and suboptimal RZTs. We show that jasmonates are thus a new class of signaling molecules in the B. japonicum‐ soybean symbiosis and that pre‐induction of B. japonicum with jasmonates can be used to enhance soybean nodulation, nitrogen fixation, and early plant growth.
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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".