NMR Solution Structures of the Apo and Peptide-Inhibited Human Rhinovirus 3C Protease (Serotype 14): Structural and Dynamic Comparison
Bibliographic record
Abstract
The human rhinovirus (HRV) is a positive sense RNA virus responsible for about 30% of "common colds". It relies on a 182 residue cysteine protease (3C) to proteolytically process its single gene product. Inhibition of this enzyme in vitro and in vivo has consistently demonstrated cessation of viral replication. This suggests that 3C protease inhibitors could serve as good drug candidates. However, significant proteolytic substrate diversity exists within the 110+ known rhinovirus serotypes. To investigate this variability we used NMR to solve the structure of the rhinovirus serotype 14 3C protease (subgenus B) covalently bound to a peptide (acetyl-LEALFQ-ethylpropionate) inhibitor. The inhibitor-bound structure was determined to an overall rmsd of 0.82 A (backbone atoms) and 1.49 A (all heavy atoms). Comparison with the X-ray structure of the serotype 2 HRV 3C protease from subgenus A (51% sequence identity) bound to the inhibitor ruprintrivir allowed the identification of conserved intermolecular interactions involved in proximal substrate binding as well as subgenus differences that might account for the variability observed in SAR studies. To better characterize the 3C protease and investigate the structural and dynamic differences between the apo and bound states we also solved the solution structure of the apo form. The apo structure has an overall rmsd of 1.07 +/- 0.17 A over backbone atoms, which is greater by 0.25 A than what is seen for the inhibited enzyme (2B0F.pdb). This increase is localized to the enzyme's C-terminal beta-barrel domain, which is responsible for recognizing and binding proteolytic substrates. Amide hydrogen exchange dynamics revealed dramatic differences between the two enzyme states. Furthermore, a number of residues exhibited exchange-broadened amide NMR signals in the apo state compared to the inhibited state. The majority of these residues are associated with proteolytic substrate interaction.
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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".