Evidence map›Paper›PMID 38129392›Full record

ArticleNature communications2023

Microbial interactions shape cheese flavour formation.

Chrats Melkonian, Francisco Zorrilla, Inge Kjærbølling, Sonja Blasche, Daniel Machado, Mette Junge, Kim Ib Sørensen, Lene Tranberg Andersen, Kiran R Patil, Ahmad A Zeidan

Open access · goldAbstract read
In one paragraph

Article in Nature communications, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed
15.5field-weighted citation impact, top 1% of its field
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

30 citing papers in PubMed, 77 citations in OpenAlex.

  1. Review
  2. Review
  3. Article
  4. Review
  5. Article
  6. Article
  7. Article
  8. Microbial biotechnology meets ecological theory: a unified framework to design industrial microbial consortia.International microbiology : the official journal of the Spanish Society for Microbiology · 2026
    Review
  9. Review
  10. Review
  11. Article
  12. Article
  13. Article
  14. Article
  15. Article
  16. Review
  17. Article
  18. Review
  19. Article
  20. Article
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

10 authors at 4 institutions in 5 countries.

Chrats MelkonianBioinformatics & Modeling, R&D Digital Innovation, Chr. Hansen A/S, 2970, Hørsholm, Denmark. chrats.melkonian@gmail.com.ORCID 0000-0002-1448-5542
Francisco ZorrillaMedical Research Council Toxicology Unit, University of Cambridge, Cambridge, UK.
Inge KjærbøllingBioinformatics & Modeling, R&D Digital Innovation, Chr. Hansen A/S, 2970, Hørsholm, Denmark.
Sonja BlascheMedical Research Council Toxicology Unit, University of Cambridge, Cambridge, UK.
Daniel MachadoEuropean Molecular Biology Laboratory (EMBL), Meyerhofstrasse 1, 69117, Heidelberg, Germany.ORCID 0000-0002-2063-5383
Mette JungeStrain Improvement, R&D Food Microbiology, Chr. Hansen A/S, 2970, Hørsholm, Denmark.
Kim Ib SørensenStrain Improvement, R&D Food Microbiology, Chr. Hansen A/S, 2970, Hørsholm, Denmark.
Lene Tranberg AndersenGlobal Application, Food Cultures & Enzymes, Chr. Hansen A/S, 2970, Hørsholm, Denmark.
Kiran R PatilMedical Research Council Toxicology Unit, University of Cambridge, Cambridge, UK.ORCID 0000-0002-6166-8640
Ahmad A ZeidanBioinformatics & Modeling, R&D Digital Innovation, Chr. Hansen A/S, 2970, Hørsholm, Denmark. dkahze@chr-hansen.com.ORCID 0000-0001-9984-5625
Chr. Hansen (Denmark) · DKUniversity of Cambridge · GBNorwegian University of Science and Technology · NOUtrecht University · NL

Funding

EC | EC Seventh Framework Programm | FP7 Ideas: European Research Council (FP7-IDEAS-ERC - Specific Programme: "Ideas" Implementing the Seventh Framework Programme of the European Community for Research, Technological Development and Demonstration Activities (2007 to 2013)) 866028Innovationsfonden (Innovation Fund Denmark) 6150-00033BNederlandse Organisatie voor Wetenschappelijk Onderzoek (Netherlands Organisation for Scientific Research) 024.004.014
6 · The paper itself

Abstract

Cheese fermentation and flavour formation are the result of complex biochemical reactions driven by the activity of multiple microorganisms. Here, we studied the roles of microbial interactions in flavour formation in a year-long Cheddar cheese making process, using a commercial starter culture containing Streptococcus thermophilus and Lactococcus strains. By using an experimental strategy whereby certain strains were left out from the starter culture, we show that S. thermophilus has a crucial role in boosting Lactococcus growth and shaping flavour compound profile. Controlled milk fermentations with systematic exclusion of single Lactococcus strains, combined with genomics, genome-scale metabolic modelling, and metatranscriptomics, indicated that S. thermophilus proteolytic activity relieves nitrogen limitation for Lactococcus and boosts de novo nucleotide biosynthesis. While S. thermophilus had large contribution to the flavour profile, Lactococcus cremoris also played a role by limiting diacetyl and acetoin formation, which otherwise results in an off-flavour when in excess. This off-flavour control could be attributed to the metabolic re-routing of citrate by L. cremoris from diacetyl and acetoin towards α-ketoglutarate. Further, closely related Lactococcus lactis strains exhibited different interaction patterns with S. thermophilus, highlighting the significance of strain specificity in cheese making. Our results highlight the crucial roles of competitive and cooperative microbial interactions in shaping cheese flavour profile.

Indexed as

CheeseLactococcus lactisAcetoinAnimalsDiacetylFermentationFood MicrobiologyMilkStreptococcus thermophilusAcetoinDiacetyl

Identifiers

PMID38129392
PMCPMC10739706
OpenAlexW4390048664

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.