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Record W7056986565

Functional characterization of oligoadenylate synthetase (OAS) by dual polymerase-endoribonuclease assay

2023· dissertation· en· W7056986565 on OpenAlexfundno aff

Bibliographic record

VenueMspace (University of Manitoba) · 2023
Typedissertation
Languageen
FieldMaterials Science
TopicHigh voltage insulation and dielectric phenomena
Canadian institutionsnot available
FundersNatural Sciences and Engineering Research Council of Canada
KeywordsRNAFlaviviridaeRNA silencingFlavivirusRNA-dependent RNA polymeraseNS5BEnzymeRNase PDengue feverVirus
DOInot available

Abstract

fetched live from OpenAlex

The innate immune system includes a class of viral double stranded RNA (dsRNA) binding enzymes known as 2’-5’-oligoadenylate synthetases (OAS). The OAS family detects viral dsRNA and initiates downstream processes. The binding of viral dsRNA by OAS enables catalysis of substrate ATP into 2′-5′-linked oligoadenylate chains (2-5A). 2-5A chains longer than 3 nucleotides then activate an RNA degrading enzyme named RNase L, which in turn non-specifically degrades cellular and viral RNA causing host cell death. My research group has been investigating the interaction between the smallest OAS family member, OAS1 (42 kDa), with a double-stranded region of the West Nile virus (WNV) RNA genome. This region of the genome is conserved amongst the Flaviviridae family of viruses, of which WNV is a member. Therefore, the goal of my work is to see whether similar RNA regions in other Flaviviridae members using Zika Virus, Japanese Encephalitis Virus, WNV and Dengue Virus as model systems for studying this interaction. The approach will be to produce viral RNA from the conserved regions and determine the minimal RNA required for binding of OAS1 and catalytic activation of OAS1. I have produced a dual OAS-RNase L activity assay which provides data in shorter time intervals, measures OAS activity and RNase L activity simultaneously, and requires very low concentrations of reactants. The data obtained from this assay will be used to assess activation of OAS enzyme by flavivirus RNA and help paint a more complete picture of OAS mechanism of action.

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)0.001
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 score0.003

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.001
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.001
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 head0.012
GPT teacher head0.196
Teacher spread0.184 · 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

Citations0
Published2023
Admission routes1
Has abstractyes

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