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Record W3175037060 · doi:10.1101/2021.06.23.21258782

Real-time RT-PCR Allelic Discrimination Assay for Detection of N501Y Mutation in the Spike Protein of SARS-CoV-2 Associated with Variants of Concern

2021· preprint· en· W3175037060 on OpenAlexaff
Mariana Abdulnoor, Alireza Eshaghi, Stephen Perusini, Antoine Corbeil, Kirby Cronin, Nahuel Fittipaldi, Jessica D. Forbes, Jennifer L. Guthrie, Julianne V. Kus, Anna Majury, Tony Mazzulli, Roberto G. Melano, Romy Olsha, Ashleigh Sullivan, Vanessa Tran, Samir N. Patel, Vanessa Allen, Jonathan B. Gubbay

Bibliographic record

VenuemedRxiv · 2021
Typepreprint
Languageen
FieldMedicine
TopicSARS-CoV-2 and COVID-19 Research
Canadian institutionsSinai Health SystemUniversity of TorontoUniversity Health NetworkSickKids FoundationHospital for Sick ChildrenPublic Health Ontario
Fundersnot available
KeywordsSanger sequencingBiologyMutantPolymerase chain reactionMutationSingle-nucleotide polymorphismPoint mutationGeneticsWild typeReverse transcriptaseMolecular biologyGeneVirologyGenotype

Abstract

fetched live from OpenAlex

Abstract The N501Y amino acid mutation caused by a single point substitution A23063T in the spike gene of SARS-CoV2 is possessed by the three most common variants of concern - B.1.1.7, B.1.351, and P.1. A rapid screening tool using this mutation is important for surveillance during the COVID-19 pandemic. We developed and validated a single nucleotide polymorphism real-time reverse transcription polymerase chain reaction assay using allelic discrimination of the spike gene N501Ymutation to screen for potential variants of concern and differentiate them from wild-type SARS-CoV-2. A total of 160 clinical specimens positive for SARS-CoV-2 were characterized as mutant (N501Y) or wild-type by Sanger sequencing and were subsequently tested with the N501Y single nucleotide polymorphism real time reverse transcriptase polymerase chain reaction assay. Our assay compared to sequencing, the gold standard for SNP detection and lineage identification, demonstrated clinical sensitivity of 100% for all 57 specimens displaying N501Y mutant, which were confirmed by Sanger sequencing to be typed as A23063T, including one specimen with mixed signal for wildtype and mutant. Clinical specificity was 100% in all 103 specimens typed as wild-type, with A23063 identified as wild-type by Sanger sequencing. The identification of circulating SARS-CoV-2 lineages carrying an N501Y mutation is critical for surveillance purposes. Current identification methods rely primarily on Sanger sequencing or whole genome sequencing which are time-consuming, labor-intensive and costly. The assay described herein is an efficient tool for high-volume specimen screening for SARS-CoV-2 VOCs and for selecting specimens for confirmatory Sanger or whole genome sequencing.

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)0.001
metaresearch head score (Gemma)0.002
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.001
Threshold uncertainty score0.007

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0010.002
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0010.001
Bibliometrics0.0010.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0010.001
Insufficient payload (model declined to judge)0.0010.001

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 head0.074
GPT teacher head0.357
Teacher spread0.284 · 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 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
Published2021
Admission routes1
Has abstractyes

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