MétaCan
Menu
Back to cohort
Record W2009340526 · doi:10.1002/cbic.200690036

Cover Picture: Identification of Labile UDP‐Ketosugars in <i>Helicobacter pylori</i>, <i>Campylobacter jejuni</i> and <i>Pseudomonas aeruginosa</i>: Key Metabolites used to make Glycan Virulence Factors (ChemBioChem 12/2006)

2006· paratext· en· W2009340526 on OpenAlexaff
David J. McNally, Ian C. Schoenhofen, Erin F. Mulrooney, Dennis M. Whitfield, Evgeny Vinogradov, Joseph S. Lam, Susan M. Logan, Jean‐Robert Brisson

Bibliographic record

VenueChemBioChem · 2006
Typeparatext
Languageen
FieldChemistry
TopicCarbohydrate Chemistry and Synthesis
Canadian institutionsUniversity of GuelphInstitute for Biological Sciences
Fundersnot available
KeywordsCampylobacter jejuniVirulencePseudomonas aeruginosaPyranosePyocyaninMicrobiologyGlycanBacteriaBiofilmBiochemistryVirulence factorBiosynthesisMetabolic pathwayHelicobacter pyloriChemistryBiologyEnzymeQuorum sensingGlycoproteinGene

Abstract

fetched live from OpenAlex

The cover picture shows 3D models of the pyranose rings of UDP‐sugar metabolites that were identified by examining the PseB reaction from Helicobacter pylori by using NMR spectroscopy. PseB plays an important role in the biosynthesis of pseudaminic acid (Pse)—a sialic acid‐like sugar that is found on the flagella of H. pylori. Pse is essential for bacterial motility and as such is a virulence factor. Since, it is not found in humans, agents that interfere with Pse biosynthesis could offer therapeutic potential. Several bacteria produce sugars that are attractive therapeutic targets. However, their biosynthetic pathways can involve multiple enzymatic reactions that produce unstable metabolites in minute quantities. Examination of the WbjB and WbjC reactions from Pseudomonas aeruginosa , the PglF reaction from C. jejuni and the PseB reaction from C. jejuni and H. pylori with NMR clarified biosynthetic pathways led to the identification of unstable metabolites that had not been previously observed. Further details can be found in the article by D. McNally et al. on p. 1865 ff.

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 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 categoriesMeta-epidemiology (narrow), Research integrity, Insufficient payload (model declined to judge)
Consensus categoriesMeta-epidemiology (narrow)
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 score0.071
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0020.002
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.001
Science and technology studies0.0000.001
Scholarly communication0.0000.000
Open science0.0010.001
Research integrity0.0020.001
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 head0.012
GPT teacher head0.225
Teacher spread0.213 · 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; both teacher heads agree on what is shown here.

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
Published2006
Admission routes1
Has abstractyes

Explore more

Same venueChemBioChemSame topicCarbohydrate Chemistry and SynthesisFrench-language works237,207