Expression of Single Chain Antibodies (ScFvs) for c‐myc Oncoprotein in Recombinant <i>Escherichia</i><i>coli</i> Membranes by Using the Ice‐Nucleation Protein of <i>Pseudomonas</i><i>syringae</i>
Bibliographic record
Abstract
The ice nucleation protein (INP) is a glycosyl phosphatidylinositol anchored outer membrane protein found in certain Gram-negative bacteria. In this study, the INP from Pseudomonas syringae was applied as a fusion partner with the single chain antibody fragment (ScFv) against the human oncoprotein c-myc. Two new plasmids pNinaZ-myc and pNinaZScFv-BsaA1 were constructed and cloned into Escherichia coli JM109. The expression of the fusion protein was successfully demonstrated in the cloned cells. The fusion proteins had no effect on the viability of the host cells. Ice nucleation activity measurements and flow cytometry studies were followed to investigate the membrane expression of the fusion protein.
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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 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".