Peptide‐Controlled Access to the Interior Surface of Empty Virus Nanoparticles
Why this work is in the frame
A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.
Bibliographic record
Abstract
The structure of Cowpea mosaic virus (CPMV) is known to high resolution, thereby enabling the rational use of the particles in diverse applications, from vaccine design to nanotechnology. A recently devised method for the production of empty virus-like particles (eVLPs) has opened up new possibilities for CPMV capsid-based technologies, such as internal mineralisation of the particle. We have investigated the role of the carboxyl (C) terminus of the small coat (S) protein in controlling access to the interior of CPMV eVLPs by determining the efficiency of internal mineralisation. The presence of the C-terminal 24-amino acid peptide of the S protein was found to inhibit internal mineralisation, an effect that could be eliminated by enzymatic removal of this region. We have also demonstrated the amenability of the C terminus to genetic modification. Substitution with six histidine residues generated stable particles and facilitated external mineralisation by cobalt. These findings demonstrate consistent internal and external mineralisation of CPMV, and will aid the further exploration and development of the use of eVLPs for bionanotechnological and medical applications.
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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) | 0.005 | 0.001 |
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