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Record W4393045409 · doi:10.1002/cpz1.1007

Optimized Recombinant Expression and Purification of the SARS‐CoV‐2 Polymerase Complex

2024· article· en· W4393045409 on OpenAlex

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.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueCurrent Protocols · 2024
Typearticle
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsRecombinant DNASf9BiologyPolymeraseFusion proteinRNA polymeraseEscherichia coliMaltose-binding proteinT7 RNA polymeraseComputational biologyCell biologyBiochemistryEnzymeGene

Abstract

fetched live from OpenAlex

An optimized protocol has been developed to express and purify the core RNA-dependent RNA polymerase (RdRP) complex from the severe acute respiratory syndrome coronavirus-2 (SARS-CoV-2). The expression and purification of active core SARS-CoV-2 RdRp complex is challenging due to the complex multidomain fold of nsp12, and the assembly of the multimeric complex involving nsp7, nsp8, and nsp12. Our approach adapts a previously published method to express the core SARS-CoV-2 RdRP complex in Escherichia coli and combines it with a procedure to express the nsp12 fusion with maltose-binding protein in insect cells to promote the efficient assembly and purification of an enzymatically active core polymerase complex. The resulting method provides a reliable platform to produce milligram amounts of the polymerase complex with the expected 1:2:1 stoichiometry for nsp7, nsp8, and nsp12, respectively, following the removal of all affinity tags. This approach addresses some of the limitations of previously reported methods to provide a reliable source of the active polymerase complex for structure, function, and inhibition studies of the SARS-CoV-2 RdRP complex using recombinant plasmid constructs that have been deposited in the widely accessible Addgene repository. © 2024 The Authors. Current Protocols published by Wiley Periodicals LLC. Basic Protocol 1: Expression and production of SARS-CoV-2 nsp7, nsp8, and nsp12 in E. coli cells Support Protocol: Establishment and maintenance of insect cell cultures Basic Protocol 2: Generation of recombinant baculovirus in Sf9 cells and production of nsp12 fusion protein in T. ni cells Basic Protocol 3: Purification of the SARS-CoV-2 core polymerase complex.

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.

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 categoriesnone
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 score0.274
Threshold uncertainty score0.310

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 science0.0000.000
Research integrity0.0000.000
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 head0.150
GPT teacher head0.449
Teacher spread0.299 · 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