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Record W4406473272 · doi:10.1101/2025.01.15.633274

High-Resolution Structures of Tobacco Mosaic Virus Disks from Cryo-Electron Microscopy

2025· preprint· en· W4406473272 on OpenAlexaff
Ismael Abu‐Baker, Artur Biela, Sachin N. Shah, Jonathan G. Heddle, George P. Lomonossoff, Amy Szuchmacher Blum

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2025
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicPlant and Fungal Interactions Research
Canadian institutionsMcGill University
FundersBiotechnology and Biological Sciences Research Council
KeywordsTobacco mosaic virusElectron microscopeResolution (logic)Cryo-electron microscopyMosaicVirusVirologyMaterials scienceBiologyPhysicsOpticsComputer scienceBiophysicsArtArtificial intelligence

Abstract

fetched live from OpenAlex

Abstract Tobacco mosaic virus has been involved in many important developments in virology, structural biology, and biotechnology. Despite decades of study, several key aspects of the viral assembly mechanism remain unclear, particularly the structure of the coat protein disk that initiates virus assembly by interacting with the viral RNA. Here we report the first cryo-electron microscopy structures of the coat protein disk under conditions typically used for in vitro virus assembly. We identify 1-, 2-, and 3-layered disks, all of which differ significantly from previous structures obtained by X-ray crystallography. These new models lead to a revised viral assembly mechanism. We also compare coat proteins produced in bacteria and plants to better understand the effect of N-terminal acetylation.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

How this classification was reachedexpand

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.020
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.011
GPT teacher head0.268
Teacher spread0.257 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it

Classification

machine, unvalidated

Machine predicted; a candidate call from one teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

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".

Quick stats

Citations0
Published2025
Admission routes1
Has abstractyes

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