Photo-control of peptide helix content by an azobenzene cross-linker: steric interactions with underlying residues are not critical
Why this work is in the frame
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Bibliographic record
Abstract
Photo-control of protein conformation could prove useful for probing function in diverse biological systems. Recently, we reported photo-switching of helix content in a short peptide containing an azobenzene cross-linker between cysteine residues at positions i and i + 7 in the sequence. In the original sequence, underlying residues at positions i + 3 and i + 4 were made bulky as preliminary modelling suggested that this would enhance photo-control of helix content. To test this hypothesis, peptides with Val, Aib; Ile, Aib; and Ala, Ala at positions i + 3 and i + 4 were synthesized, cross-linked and characterized. Before cross-linking, the peptides show distinct conformational behaviours: two with differing helix/coil mixtures whereas the other has a circular dichroism (CD) spectrum characteristic of beta-sheet and a tendency to aggregate. However, upon cross-linking the peptides have very similar CD spectra: predominantly random coil in the dark but predominantly helical upon irradiation. These results refute the original hypothesis. Steric interactions between the linker and underlying residues do not appear to be critical for photo-switching behaviour. When the cross-linking bridge is lengthened by replacing the i, i + 7 cysteine residues with homocysteine, a lower degree of photo-control of helicity is observed. Furthermore, a non-cross-linking version of the azobenzene reagent is shown not to produce any photo-control of helicity. We conclude that the intramolecular cross-link is essential for photo-switching and that it should be applicable to a wide range of peptides and proteins.
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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 it