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Record W2069844653 · doi:10.1021/ac025742k

Recombinant <i>Gaussia</i> Luciferase. Overexpression, Purification, and Analytical Application of a Bioluminescent Reporter for DNA Hybridization

2002· article· en· W2069844653 on OpenAlex
Monique Verhaegen, Theodore K. Christopoulos

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

VenueAnalytical Chemistry · 2002
Typearticle
Languageen
FieldBiochemistry, Genetics and Molecular Biology
Topicbioluminescence and chemiluminescence research
Canadian institutionsUniversity of Windsor
Fundersnot available
KeywordsChemistryComplementary DNALuciferaseBiotinylationMolecular biologyBiotinBiochemistryBioluminescenceBiologyTransfectionGene

Abstract

fetched live from OpenAlex

The cDNA for Gaussia luciferase (GLuc), the enzyme responsible for the bioluminescent reaction of the marine copepod Gaussia princeps, has been cloned recently. GLuc (MW = 19 900) catalyzes the oxidative decarboxylation of coelenterazine to produce coelenteramide and light. We report the first quantitative anaytical study of GLuc and examine its potential as a new reporter for DNA hybridization. A plasmid encoding both a biotin acceptor peptide-GLuc fusion protein as well as the enzyme biotin protein ligase (BPL) is engineered by using GLuc cDNA as a starting template. BPL catalyzes the covalent attachment of a single biotin to the fusion protein in vivo. Purification of GLuc is then accomplished by affinity chromatography using immobilized monomeric avidin. Moreover, the in vivo biotinylation enables subsequent complexation of GLuc with streptavidin (SA), thereby avoiding chemical conjugation reactions that are known to inactivate luciferases. Purified GLuc can be detected down to 1 amol with a signal-to-background ratio of 2 and a linear range extending over 5 orders of magnitude. The background luminescence of coelenterazine is the main limiting factor for even higher detectability of GLuc. Furthermore, the GLuc-SA complex is used as a detection reagent in a microtiter well-based DNA hybridization assay. The analytical range extends from 1.6 to 800 pmol/L of target DNA. Biotinylated GLuc produced from 1 L of bacterial culture is sufficient for 150,000 hybridization assays.

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 score0.016
Threshold uncertainty score0.735

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 head0.017
GPT teacher head0.271
Teacher spread0.254 · 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