Enzymes in the juvenile hormone biosynthetic pathway can be potential targets for pest control
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
BACKGROUND: Discovery of novel insecticides and targets has received global attention in recent years. Ten genes coding for enzymes involved in the juvenile hormone biosynthetic pathway of Manduca sexta were studied as potential insecticide targets. RESULTS: We determined the expression of genes encoding some critical enzymes in the JH biosynthetic pathway. Farnesol dehydrogenase (FOLD), Juvenile hormone acid O-methyltransferase (JHAMT) and Juvenile hormone epoxidase (CYP15C1) were selected as the candidate targets based on gene expression results. RNAi silencing and enzyme inhibitor tests were performed to validate whether these candidate genes could be the potential insecticide targets. The down-regulation of FOLD, JHAMT and CYP15C1 resulted in a 68%, 82% and 79% reduction in the rates of JH biosynthesis in vitro, respectively. In addition, RNA interference and inhibitor studies of these enzymes following oral administration demonstrated the potential application in pest management, with respect to high mortality and effects on growth. CONCLUSION: Based on our study, FOLD, JHAMT and CYP15C1 could be potential targets for pest control as a consequence of their important roles in insect development. © 2019 Society of Chemical Industry.
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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 | 0.001 | 0.000 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.001 |
| Science and technology studies | 0.000 | 0.001 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.002 | 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 it