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Record W4400092950 · doi:10.1101/2024.06.26.600781

The Enterococcal Polysaccharide Antigen: from structure to biosynthesis and function

2024· preprint· en· W4400092950 on OpenAlexaff
Jessica L. Davis, Joshua S Norwood, Robert E. Smith, Finn O’Dea, K. L. CHELLAPPA, Michelle L. Rowe, Graham P. Stafford, Emmanuel Maes, Yann Guérardel, Stéphane Mesnage

Bibliographic record

VenuebioRxiv (Cold Spring Harbor Laboratory) · 2024
Typepreprint
Languageen
FieldBiochemistry, Genetics and Molecular Biology
TopicEnterobacteriaceae and Cronobacter Research
Canadian institutionsNational Research Council Canada
FundersBiotechnology and Biological Sciences Research Council
KeywordsPolysaccharideBiosynthesisFunction (biology)MicrobiologyAntigenStructure functionChemistryComputational biologyBiochemistryBiologyImmunologyCell biologyPhysicsGene

Abstract

fetched live from OpenAlex

Abstract L-Rhamnose-containing polysaccharides are produced by Streptococci and Enterococci. They define Lancefield serotypes and represent promising candidates for the design of glycoconjugate vaccines. The Enterococcal Polysaccharide Antigen produced by the opportunistic pathogen Enterococcus faecalis plays a critical role in normal growth, division, biofilm formation, antimicrobial resistance, phage susceptibility, and innate immune evasion. Despite the critical role of this polymer for E. faecalis physiology and host-pathogen interactions, little information is available on its structure and biosynthesis. Here, we elucidate the structure of the intact EPA produced by E. faecalis OG1RF. We report the structure of the linkage unit, revealing an unprecedented complexity of the rhamnose backbone and decorations. Finally, we explore the impact of several EPA structural modifications on innate immune evasion and recognition by bacteriophages. This work represents a first step towards the functional characterisation of EPA for the rational design of therapeutic strategies against a group of important pathogens.

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)0.000
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
Metaresearch0.0000.000
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)0.0010.001

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 head0.008
GPT teacher head0.222
Teacher spread0.214 · 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
Published2024
Admission routes1
Has abstractyes

Explore more

Same venuebioRxiv (Cold Spring Harbor Laboratory)Same topicEnterobacteriaceae and Cronobacter ResearchFrench-language works237,207