Structure-Based Approach to the Photocontrol of Protein Folding
Bibliographic record
Abstract
Photoswitchable proteins offer exciting prospects for remote control of biochemical processes. We propose a general approach to the design of photoswitchable proteins based on the introduction of a photoswitchable intramolecular cross-linker. We chose, as a model, a FynSH3 domain for which the free energy of folding is less than the energy available from photoisomerization of the cross-linker. Taking the experimentally determined structure of the folded protein as a starting point, mutations were made to introduce pairs of Cys residues so that the distance between Cys sulfur atoms matches the ideal length of the cis form, but not the trans form, of the cross-linker. When the trans cross-linker was introduced into this L3C-L29C-T47AFynSH3 mutant, the protein was destabilized so that folded and unfolded forms coexisted. Irradiation of the cross-linker to produce the cis isomer recovered the folded, active state of the protein. This work shows that structure-based introduction of switchable cross-linkers is a feasible approach for photocontrol of folding/unfolding of globular proteins.
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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 | 0.001 | 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".