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Record W4407745749 · doi:10.1002/pro.70050

Torsional twist of the <scp>SARS</scp> ‐ <scp>CoV</scp> and <scp>SARS</scp> ‐ <scp>CoV</scp> ‐2 <scp>SUD</scp> ‐N and <scp>SUD</scp> ‐M domains

2025· article· en· W4407745749 on OpenAlexafffund
Mónica Rosas‐Lemus, G. Minasov, J.S. Brunzelle, Taha Y. Taha, Sofia Lemak, Shaohui Yin, L. Shuvalova, Julia Rosecrans, Kanika Khanna, H. Steven Seifert, Alexei Savchenko, P.J. Stogios, Mélanie Ott, K.J.F. Satchell

Bibliographic record

VenueProtein Science · 2025
Typearticle
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsUniversity of CalgaryUniversity of Toronto
FundersNational Institute of Allergy and Infectious DiseasesChan Zuckerberg InitiativeMichigan Economic Development CorporationUniversity of TorontoNational Institute of General Medical SciencesMichigan Technology Tri-CorridorRoddenberry FoundationU.S. Department of Energy
KeywordsCoronavirusDisulfide bondBiologyChemistryVirologyBiochemistryCoronavirus disease 2019 (COVID-19)Medicine

Abstract

fetched live from OpenAlex

Coronavirus non-structural protein 3 (nsp3) forms hexameric crowns of pores in the double membrane vesicle that houses the replication-transcription complex. Nsp3 in SARS-like viruses has three unique domains absent in other coronavirus nsp3 proteins. Two of these, SUD-N (Macrodomain 2) and SUD-M (Macrodomain 3), form two lobes connected by a peptide linker and an interdomain disulfide bridge. We resolve the first complete x-ray structure of SARS-CoV SUD-N/M as well as a mutant variant of SARS-CoV-2 SUD-N/M modified to restore cysteines for interdomain disulfide bond naturally lost by evolution. Comparative analysis of all structures revealed SUD-N and SUD-M are not rigidly associated but rather have significant rotational flexibility. Phylogenetic analysis supports that the potential to form the disulfide bond is common across betacoronavirus isolates from many bat species and civets, but also one or both of the cysteines that form the disulfide bond are absent across isolates from bats and pangolins. The absence of these cysteines does not impact viral replication or protein translation.

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)0.010
metaresearch head score (Gemma)0.067
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMetaresearch, Meta-epidemiology (narrow), Science and technology studies, Scholarly communication, Open science, Research integrity
Consensus categoriesMeta-epidemiology (narrow), Science and technology studies, Research integrity
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 score0.357
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0100.067
Meta-epidemiology (narrow)0.0030.003
Meta-epidemiology (broad)0.0040.001
Bibliometrics0.0040.012
Science and technology studies0.0040.012
Scholarly communication0.0020.003
Open science0.0070.006
Research integrity0.0020.005
Insufficient payload (model declined to judge)0.0000.001

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.

Opus teacher head0.026
GPT teacher head0.319
Teacher spread0.293 · 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; both teacher heads agree on what is shown here.

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

Citations1
Published2025
Admission routes2
Has abstractyes

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