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Record W4391070335 · doi:10.1016/j.idairyj.2024.105883

Bioprotective lactobacilli in Crescenza and Gouda cheese models to inhibit fungal spoilage

2024· article· en· W4391070335 on OpenAlexaff
Zheng Zhao, David J. Simpson, Michael G. Gänzle

Bibliographic record

VenueInternational Dairy Journal · 2024
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicProbiotics and Fermented Foods
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsDebaryomyces hanseniiFood scienceFood spoilagePenicillium roquefortiCheese ripeningBiopreservationRipeningStarterLactobacillus rhamnosusBiologyShewanella putrefaciensFermentationChemistryMicrobiologyPenicilliumLactobacillusBacteriaYeastAntimicrobialBiochemistryBacteriocin

Abstract

fetched live from OpenAlex

Bioprotective cultures are applied to control the fungal spoilage of fermented dairy products but only few studies evaluated their efficacy in cheese. To evaluate growth and antifungal activity of bioprotective lactobacilli, cultures were used singly and combined adjunct cultures for laboratory-scale Crescenza cheese, a fresh cheese, and for pilot-scale Gouda cheese, respectively. Growth of the bioprotective cultures was characterized by surface plating, strain-specific qPCR and nanopore sequencing of full-length 16S rRNA genes. Analysis of Crescenza cheese by viable plate counts documented growth over 14 d of storage. In Gouda cheese, strain-specific qPCR demonstrated the growth of the lactobacilli during the first 45 d of ripening. Metagenomic sequencing demonstrated that the microbial community of Gouda cheeses was dominated by the starter and adjunct cultures with the relative abundance of other bacteria accounting for less than 0.5%. Adjunct cultures inhibited Penicillium caseifulvum and P. roqueforti in Crescenza cheese; Lacticaseibacillus rhamnosus FUA3185 and Lct. paracasei FUA3413 extended the mold-free days almost 1.5-fold. Growth of yeasts was not inhibited. In Gouda cheese, Lactiplantibacillus plantarum FUA3183 and FUA3247 reduced the growth of Debaryomyces hansenii FUA4064 by 1.5 log and extended the mold-free shelf life for 3 d in 45 d-ripened cheese. Longer ripening time decreased the antifungal activity and the culture was no longer active towards yeasts. The abundance of Mn2+ in the curds of Crescenza cheese (0.2 to 0.4 mg/kg FW) was not altered by bioprotective cultures. The antifungal effect of Lct. rhamnosus, Lct. paracasei and Lp. plantarum thus depends on the type of cheese.

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 score0.002
Threshold uncertainty score0.005

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0000.000
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.025
GPT teacher head0.239
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

Citations6
Published2024
Admission routes1
Has abstractno

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