MétaCan
Menu
Back to cohort

Novel cell wall polysaccharide genotypes and structures of lactococcal strains isolated from milk and fermented foods

2024· article· en· W4401169937 on OpenAlexaff
Elvina Parlindungan, Irina Sadovskaya, Evgeny Vinogradov, Gabriele Andrea Lugli, Marco Ventura, Douwe van Sinderen, Jennifer Mahony

Bibliographic record

VenueInternational Journal of Food Microbiology · 2024
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicProbiotics and Fermented Foods
Canadian institutionsNational Research Council CanadaInstitute for Biological Sciences
FundersScience Foundation Ireland
KeywordsBiologyGlycosidic bondLactococcus lactisPolysaccharideStreptococcaceaeLactococcusPeptidoglycanMicrobiologyCell wallTrisaccharideRhamnoseBacteriaBiochemistryGeneticsLactic acidEnzyme

Abstract

fetched live from OpenAlex

The biosynthetic machinery for cell wall polysaccharide (CWPS) formation in Lactococcus lactis and Lactococcus cremoris is encoded by the cwps locus. The CWPS of lactococci typically consists of a neutral rhamnan component, which is embedded in the peptidoglycan, and to which a surface-exposed side chain oligosaccharide or polysaccharide pellicle (PSP) component is attached. The rhamnan component has been shown for several lactococcal strains to consist of a repeating rhamnose trisaccharide subunit, while the side chain is diverse in glycan content, polymeric status and glycosidic linkage architecture. The observed structural diversity of the CWPS side chain among lactococcal strains is reflected in the genetic diversity within the variable 3′ region of the corresponding cwps loci. To date, four distinct cwps genotypes (A, B, C, D) have been identified, while eight subtypes (C1 through to C8) have been recognized among C-genotype strains. In the present study, we report the identification of three novel subtypes of the lactococcal cwps C genotypes, named C9, C10 and C11. The CWPS of four isolates representing C7, C9, C10 and C11 genotypes were analysed using 2D NMR to reveal their unique CWPS structures. Through this analysis, the structure of one novel rhamnan, three distinct PSPs and three exopolysaccharides were elucidated. Results obtained in this study provide further insights into the complex nature and fascinating diversity of lactococcal CWPSs. This highlights the need for a holistic view of cell wall-associated glycan structures which may contribute to robustness of certain strains against infecting bacteriophages. This has clear implications for the fermented food industry that relies on the consistent application of lactococcal strains in mesophilic production systems.

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: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.003
Threshold uncertainty score0.006

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
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 head0.013
GPT teacher head0.227
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 designObservational
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

Citations6
Published2024
Admission routes1
Has abstractyes

Explore more

Same venueInternational Journal of Food MicrobiologySame topicProbiotics and Fermented FoodsFrench-language works237,207