Mutant bovine odorant‐binding protein: Temperature affects the protein stability and dynamics as revealed by infrared spectroscopy and molecular dynamics simulations
Why this work is in the frame
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Bibliographic record
Abstract
Bovine odorant-binding protein (bOBP), a member of the lipocalin family, presents the so-called 3D "domain-swapped" protein structure. In fact, in solution, it appears as a dimer in which each monomer is composed by the classical lipocalin fold, with a central beta-barrel followed by a stretch of residues and the alpha-helix domain protruding out of the barrel and crossing the dimer interface. Recently, a deswapped mutant form of bOBP was obtained, in which a Gly residue was inserted after position 121 and the two residues in position 64 and 156 were replaced by Cys residues for restoring the disulfide bridge common to the lipocalin family. In this work, we used Fourier transform infrared spectroscopy and molecular dynamics simulations to investigate the effect of temperature on the structural stability and conformational dynamics of the mutant bOBP. The spectroscopic and molecular simulation data pointed out that the hydrophobic regions of the protein matrix appear to be an important factor for the protein stability and integrity. In addition, it was also found that the mutant bOBP is significantly stabilized by the binding of the ligand, which may have an impact on the biological function of bOBP. The obtained results will allow for a better use of this protein as probe for the design of advanced protein-based biosensors for the detection of compounds used in the fabrication of explosive powders.
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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 | 0.001 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.001 |
| Scholarly communication | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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