Restoration of the crystallization of altered δ-endotoxins Cry1Ac, by the promotion of their<i>in vivo</i>integration into the<i>Bacillus thuringiensis</i>native crystals
Bibliographic record
Abstract
Cry1Ac is one of the most-studied Bacillus thuringiensisdelta-endotoxins. Structurally, it is divided into two domains: the N-terminal half corresponding to the toxic component and the C-terminal half corresponding to the region responsible for the crystal formation. We engineered Cry1Ac delta-endotoxins modified in their N-terminal part and studied the effect of such modifications on crystallization and delta-endotoxin production. When expressed in an acrystalliferous B. thuringiensis strain, Cry1Ac(*) and Cry1AcDelta, variants with four point mutations and a deletion, respectively, could not form crystals. However, when expressed in a crystalliferous strain, these altered proteins were shown to interact with the endogenous delta-endotoxins and cocrystallize with them, forming atypical crystals observed by electron microscopy. This cocrystallization of the altered delta-endotoxins with the endogenous ones led to a decrease in delta-endotoxin production (27%) by the corresponding recombinant B. thuringiensis strains. This ability of altered delta-endotoxins containing an intact C-terminal part to cocrystallize with native ones could be exploited to promote the crystallization of foreign proteins by fusing them with the C-terminal part of Cry1A delta-endotoxins.
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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".