Evidence map›Paper›PMID 39109360›Full record

ArticleISME communications2024

A comprehensive, large-scale analysis of "terroir" cheese and milk microbiota reveals profiles strongly shaped by both geographical and human factors.

Françoise Irlinger, Mahendra Mariadassou, Eric Dugat-Bony, Olivier Rué, Cécile Neuvéglise, Pierre Renault, Etienne Rifa, Sébastien Theil, Valentin Loux, Corinne Cruaud and 6 more

Abstract read
In one paragraph

Article in ISME communications, 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. Review
  2. Article
  3. Review
  4. Regional Cultivation Forms ofJournal of fungi (Basel, Switzerland) · 2026
    Review
  5. Article
  6. Article
  7. Article
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  9. Review
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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

16 authors.

Françoise IrlingerUniversité Paris Saclay, INRAE, AgroParisTech, UMR SayFood, 91120 Palaiseau, France.
Mahendra MariadassouUniversité Paris-Saclay, INRAE, MaIAGE, 78350, Jouy-en-Josas, France.
Eric Dugat-BonyUniversité Paris Saclay, INRAE, AgroParisTech, UMR SayFood, 91120 Palaiseau, France.
Olivier RuéUniversité Paris-Saclay, INRAE, MaIAGE, 78350, Jouy-en-Josas, France.
Cécile NeuvégliseUMR SPO, Université Montpellier, INRAE, Institut Agro, Montpellier, France.
Pierre RenaultUniversité Paris-Saclay, INRAE, AgroParisTech, Micalis Institute, 78350 Jouy-en-Josas, France.
Etienne RifaUniversité Clermont Auvergne, INRAE, VetAgro Sup, UMR 545 Fromage, Aurillac, France.
Sébastien TheilUniversité Clermont Auvergne, INRAE, VetAgro Sup, UMR 545 Fromage, Aurillac, France.
Valentin LouxUniversité Paris-Saclay, INRAE, MaIAGE, 78350, Jouy-en-Josas, France.
Corinne CruaudGenoscope, Institut François Jacob, Commissariat à l'Energie Atomique (CEA), Université Paris-Saclay, 91057 Evry, France.
Frederick GavoryGenoscope, Institut François Jacob, Commissariat à l'Energie Atomique (CEA), Université Paris-Saclay, 91057 Evry, France.
Valérie BarbeGenoscope, Institut François Jacob, Commissariat à l'Energie Atomique (CEA), Université Paris-Saclay, 91057 Evry, France.
Ronan LasbleizCNAOL, Maison du Lait, 75009 Paris, France.
Frédéric GaucheronCNIEL, Maison du Lait, 75009 Paris, France.
Céline SpelleCNAOL, Maison du Lait, 75009 Paris, France.
Céline DelbèsUniversité Clermont Auvergne, INRAE, VetAgro Sup, UMR 545 Fromage, Aurillac, France.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

An exhaustive analysis was performed on more than 2000 microbiotas from French Protected Designation of Origin (PDO) cheeses, covering most cheese families produced throughout the world. Thanks to a complete and accurate set of associated metadata, we have carried out a deep analysis of the ecological drivers of microbial communities in milk and "terroir" cheeses. We show that bacterial and fungal microbiota from milk differed significantly across dairy species while sharing a core microbiome consisting of four microbial species. By contrast, no microbial species were detected in all ripened cheese samples. Our network analysis suggested that the cheese microbiota was organized into independent network modules. These network modules comprised mainly species with an overall relative abundance lower than 1%, showing that the most abundant species were not those with the most interactions. Species assemblages differed depending on human drivers, dairy species, and geographical area, thus demonstrating the contribution of regional know-how to shaping the cheese microbiota. Finally, an extensive analysis at the milk-to-cheese batch level showed that a high proportion of cheese taxa were derived from milk under the influence of the dairy species and protected designation of origin.

Indexed as

cheesecore microbiomeecological driversmilksignaturesterroir

Identifiers

PMID39109360
PMCPMC11301721

What OpenQuestion holds

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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.