Expression and export of a<i>Ruminococcus albus</i>cellulase in<i>Butyrivibrio fibrisolvens</i>through the use of an alternative gene promoter and signal sequence
Bibliographic record
Abstract
Ruminococcal cellulase (Ruminococcus albus F-40 endoglucanase EgI) was successfully expressed in Butyrivibrio fibrisolvens OB156C, using the erm promoter from pAMbeta1. A newly identified signal peptide coding region of xynA from B. fibrisolvens 49 allowed efficient translocation of the foreign EgI into the extracellular fraction. First, B. fibrisolvens xynA with or without its own putative signal peptide (XynA SP) coding region was cloned into a shuttle vector to transform B. fibrisolvens OB156C. Both plasmids caused a 2- to 2.4-fold increase in xylanase activity. The transformant expressing XynA with the signal peptide showed a significantly higher proportion of activity in the extracellular fraction than the transformant with XynA lacking the signal peptide (75% vs. 19%), demonstrating the significance of XynA SP in the translocation of the expressed enzyme. Second, using the XynA SP coding region, secretion of EgI was attempted in B. fibrisolvens. Since the signal peptide of R. albus EgI did not function in B. fibrisolvens, it was replaced with the XynA SP. A high activity variant of EgI containing the XynA SP was transcribed using the erm promoter, resulting in a 27-fold increase in endoglucanase activity, most of which (>93%) was in the extracellular fraction of the B. fibrisolvens transformant. EgI without the XynA SP was scarcely detected in the extracellular fraction (<10%).
Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.
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) | 0.000 | 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 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".