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Record W4401623568 · doi:10.1101/2024.08.13.607777

Torsional Twist of the SARS-CoV and SARS-CoV-2 SUD-N and SUD-M domains

2024· preprint· en· W4401623568 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

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsUniversity of CalgaryUniversity of Toronto
FundersArgonne National LaboratoryNational Institute of Allergy and Infectious DiseasesOffice of ScienceNational Institutes of HealthUniversity of TorontoMichigan Technology Tri-CorridorRoddenberry FoundationU.S. Department of Energy
KeywordsCoronavirusPhylogenetic treeBiologyDisulfide bondVirologyViral replicationChemistryCrystallographyGeneticsGeneVirusCoronavirus disease 2019 (COVID-19)BiochemistryMedicine

Abstract

fetched live from OpenAlex

Coronavirus non-structural protein 3 (nsp3) forms hexameric crowns of pores in the double membrane vacuole 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 disulfide bond cysteines are also absent in pangolin-SARS and closely related viruses, consistent with pangolins being the presumed intermediate host in the emergence of SARS-CoV-2. 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 machine prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.

metaresearch head score (Codex)0.000
metaresearch head score (Gemma)0.000
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Simulation or modeling · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.010

Distilled classifier scores by category (both heads)

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 science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0030.000

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 head0.031
GPT teacher head0.300
Teacher spread0.269 · 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 source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designSimulation or modeling
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

Citations2
Published2024
Admission routes2
Has abstractyes

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