Amplification of leader proregions as a mean to increase the secretion of antibody fragments in the Pichia pastoris yeast
Bibliographic record
Abstract
The dependence of secretion efficiency in Pichia pastoris cells on the copy number of proregions in leader polypeptides has been studied. The humanized light kappa-chain of the murine H3-1 antibody was used as a reporter protein. The leader pre-pro-polypeptides were composed of the signal peptide (preregion) from the α-factor precursors of Saccharomyces cerevisiae and a variable number of proregions from the prepro-precursors of the α-factor or the Hsp150p protein of S. cerevisiae or Hsp150p of P. pastoris . An increase in the proregion copy number either resulted in an almost 1.5-fold increase or a fivefold decrease in secretion depending on the proregion used. It was concluded that the enhancement of the proregion copy number could be of potential value for the intensification of protein secretion in P. pastoris .
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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".