Achieving photo-control of protein conformation and activity: producing a photo-controlled leucine zipper
Bibliographic record
Abstract
We have recently developed a technique that has great potential in producing proteins with photo-control of conformation and consequently activity (J. R. Kumita, O. S. Smart and G. A. Woolley, Proc. Natl. Acad. Sci. U. S. A., 2000, 97, 3803-3808). The method is based on incorporating two cysteine residues into the sequence of a polypeptide. An azobenzene derivative is subsequently used to produce an intramolecular cross-link between the cysteine sulfhydryl groups. In previous work photo-isomerisation of the azobenzene moiety has been used to control the helicity of a monomeric peptide. In the experiments described here this method has been applied to the coiled coil leucine zipper peptide GCN4-p1. The aim was to produce a variant of GCN4-p1 whose helicity and consequently dimerisation is under direct photo-control. We have produced a modified GCN4-p1 incorporating two cysteine residues. The mutations introduced are shown to interfere with the ability of the uncross-linked peptide to form a coiled coil. After the peptide was cross-linked with the azobenzene derivative more normal coiled-coil behaviour was restored. Irradiation of the peptide producing a conformational change in the azobenzene cross-linker was accompanied by an increase in the helicity of the peptide. The work presented here highlights the potential of the use of photo-isomerisable cross-linkers to control protein activity through induced conformational change. In addition, the methodology has the potential to provide a fast trigger for the initiation of protein conformational changes.
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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".