Evidence map›Paper›PMID 38678226›Full record

ArticleMicrobiome2024

The detailed analysis of the microbiome and resistome of artisanal blue-veined cheeses provides evidence on sources and patterns of succession linked with quality and safety traits.

Elena A Alexa, José F Cobo-Díaz, Erica Renes, Tom F O Callaghan, Kieran Kilcawley, David Mannion, Iwona Skibinska, Lorena Ruiz, Abelardo Margolles, Paula Fernández-Gómez and 7 more

Abstract read
In one paragraph

Article in Microbiome, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.

0numbers the graph read from it
0cells of the map it votes in
11citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

11 citing papers in PubMed.

  1. Article
  2. International journal of systematic and evolutionary microbiology · 2026
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

17 authors.

Elena A Alexa *Department of Food Hygiene and Technology, Universidad de León, León, Spain.
José F Cobo-Díaz *Department of Food Hygiene and Technology, Universidad de León, León, Spain.
Erica RenesDepartment of Food Hygiene and Technology, Universidad de León, León, Spain.
Tom F O CallaghanSchool of Food and Nutritional Sciences, University College Cork, Cork, T12 Y337, Ireland.
Kieran KilcawleyTeagasc Food Research Centre, Fermoy, Co., Cork, Ireland.
David MannionTeagasc Food Research Centre, Fermoy, Co., Cork, Ireland.
Iwona SkibinskaTeagasc Food Research Centre, Fermoy, Co., Cork, Ireland.
Lorena RuizDairy Research Institute, Spanish National Research Council, Instituto de Productos Lácteos de Asturias-CSIC, Villaviciosa, Spain.
Abelardo MargollesDairy Research Institute, Spanish National Research Council, Instituto de Productos Lácteos de Asturias-CSIC, Villaviciosa, Spain.
Paula Fernández-GómezDepartment of Food Hygiene and Technology, Universidad de León, León, Spain.
Adrián Alvarez-MolinaDepartment of Food Hygiene and Technology, Universidad de León, León, Spain.
Paula Puente-GómezDepartment of Food Hygiene and Technology, Universidad de León, León, Spain.
Fiona CrispieTeagasc Food Research Centre, Fermoy, Co., Cork, Ireland.
Mercedes LópezDepartment of Food Hygiene and Technology, Universidad de León, León, Spain.
Miguel PrietoDepartment of Food Hygiene and Technology, Universidad de León, León, Spain.
Paul D CotterTeagasc Food Research Centre, Fermoy, Co., Cork, Ireland.
Avelino Alvarez-OrdóñezDepartment of Food Hygiene and Technology, Universidad de León, León, Spain. aalvo@unileon.es.

Funding

European Commission under the European Union´s Horizon 2020 research and innovation program 818368Ministry of Science and Innovation of the Spanish Government AGL2016-78085-P
6 · The paper itself

Abstract

backgroundArtisanal cheeses usually contain a highly diverse microbial community which can significantly impact their quality and safety. Here, we describe a detailed longitudinal study assessing the impact of ripening in three natural caves on the microbiome and resistome succession across three different producers of Cabrales blue-veined cheese.

resultsBoth the producer and cave in which cheeses were ripened significantly influenced the cheese microbiome. Lactococcus and the former Lactobacillus genus, among other taxa, showed high abundance in cheeses at initial stages of ripening, either coming from the raw material, starter culture used, and/or the environment of processing plants. Along cheese ripening in caves, these taxa were displaced by other bacteria, such as Tetragenococcus, Corynebacterium, Brevibacterium, Yaniella, and Staphylococcus, predominantly originating from cave environments (mainly food contact surfaces), as demonstrated by source-tracking analysis, strain analysis at read level, and the characterization of 613 metagenome-assembled genomes. The high abundance of Tetragenococcus koreensis and Tetragenococcus halophilus detected in cheese has not been found previously in cheese metagenomes. Furthermore, Tetragenococcus showed a high level of horizontal gene transfer with other members of the cheese microbiome, mainly with Lactococcus and Staphylococcus, involving genes related to carbohydrate metabolism functions. The resistome analysis revealed that raw milk and the associated processing environments are a rich reservoir of antimicrobial resistance determinants, mainly associated with resistance to aminoglycosides, tetracyclines, and β-lactam antibiotics and harbored by aerobic gram-negative bacteria of high relevance from a safety point of view, such as Escherichia coli, Salmonella enterica, Acinetobacter, and Klebsiella pneumoniae, and that the displacement of most raw milk-associated taxa by cave-associated taxa during ripening gave rise to a significant decrease in the load of ARGs and, therefore, to a safer end product.

conclusionOverall, the cave environments represented an important source of non-starter microorganisms which may play a relevant role in the quality and safety of the end products. Among them, we have identified novel taxa and taxa not previously regarded as being dominant components of the cheese microbiome (Tetragenococcus spp.), providing very valuable information for the authentication of this protected designation of origin artisanal cheese. Video Abstract.

Indexed as

CheeseFood MicrobiologyMicrobiotaDrug Resistance, MicrobialGene Transfer, HorizontalMetagenomeCheeseMicrobiomeProcessing environmentsSource tracking

Identifiers

PMID38678226
PMCPMC11055350

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.