Evidence map›Paper›PMID 42886431›Full record

ArticleBrazilian journal of microbiology : [publication of the Brazilian Society for Microbiology]2026

Temporal and production-related determinants of microbial counts in pingo, the natural starter culture of minas artisanal cheese.

Gustavo Augusto Lacorte, Daniel Arantes Pereira, Joao Paulo Andrade de Araújo, Danielle Stornino de Freitas, Gabriel Henrique Oliveira Silva, Jaqueline Flaviana Oliveira de Sá, Jonas E Silva Guimarães, Milene Therezinha das Dores, Fernanda Faria Quadros

Abstract read
PubMed Publisher
In one paragraph

Article in Brazilian journal of microbiology : [publication of the Brazilian Society for Microbiology], 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing 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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

9 authors.

Gustavo Augusto LacorteFederal Institute of Minas Gerais, Bambuí Campus, Bambuí, Minas Gerais State, Brazil. gustavo.lacorte@ifmg.edu.br.ORCID http://orcid.org/0000-0002-6866-348X
Daniel Arantes PereiraExperimental Unit Risoleta Neves, Agricultural Research Company of Minas Gerais (EPAMIG), São João Del Rei, São João del-Rei, Minas Gerais State, Brazil.
Joao Paulo Andrade de AraújoExperimental Unit Risoleta Neves, Agricultural Research Company of Minas Gerais (EPAMIG), São João Del Rei, São João del-Rei, Minas Gerais State, Brazil.
Danielle Stornino de FreitasExperimental Unit Risoleta Neves, Agricultural Research Company of Minas Gerais (EPAMIG), São João Del Rei, São João del-Rei, Minas Gerais State, Brazil.
Gabriel Henrique Oliveira SilvaFederal Institute of Minas Gerais, Bambuí Campus, Bambuí, Minas Gerais State, Brazil.
Jaqueline Flaviana Oliveira de SáAgricultural Research Company of Minas Gerais - Headquarters, Belo Horizonte, Minas Gerais, Brazil.
Jonas E Silva GuimarãesFederal Institute of Minas Gerais, Bambuí Campus, Bambuí, Minas Gerais State, Brazil.
Milene Therezinha das DoresRio Paranaíba Campus, Federal University of Viçosa, Rio Paranaíba, Minas Gerais State, Brazil.
Fernanda Faria QuadrosTechnical Department, Technical Assistance and Rural Extension Company of the State of Minas Gerais, Minas Gerais State, Belo Horizonte, Brazil.

Funding

Fundação de Amparo à Pesquisa do Estado de Minas Gerais APQ-01158-22
6 · The paper itself

Abstract

Minas Artisanal Cheese (MAC) is among the most widely consumed and recognized artisanal cheeses in Brazil, produced from raw milk, rennet, salt, and a natural starter culture known locally as pingo. Pingo is an endogenous starter culture generated by backslopping, which carries into MAC cheese both technologically beneficial microorganisms and spoilage contaminants. Studies addressing the microbial diversity of MAC have accumulated in recent years, yet few have examined the composition of the microorganisms present in pingo or the factors that may influence microbial loads in this endogenous culture. Here we analysed 200 pingo samples from 50 cheesemaking units distributed across all MAC producing microregions, collected over four six-monthly campaigns. Lactic acid bacteria (LAB), total coliform, Staphylococcus aureus, and yeast/mould counts were estimated, and pH and NaCl concentration were determined. Linear mixed-effects models showed that LAB counts remained similar across sampling campaigns, although counts on MRS agar were associated with production scale and pingo volume. Total coliform counts in pingo were approximately tenfold higher during the wet season, whereas yeasts/moulds counts were associated with both season and sampling campaign. The effect of season on S. aureus depended on the year: counts did not differ between seasons in 2024 but were higher in the dry season in 2025. Smaller cheesemaking units additionally showed lower S. aureus counts in pingo. Milking infrastructure, pH, and NaCl concentration showed no association with the counts of any microbial group investigated. Our results revealed that the wet season is a period of elevated risk for the occurrence of potentially spoilage-causing microorganisms, irrespective of the scale of the cheesemaking unit and of the robustness of the installed milk production infrastructure.

Indexed as

BacteriaCheeseFood MicrobiologyFungiAnimalsBacterial LoadBrazilColony Count, MicrobialHydrogen-Ion ConcentrationMilkSeasonsStaphylococcus aureusYeastshygiene indicatorslinear mixed-effects modelsNatural starter cultureraw milk cheeseseasonalityspoilage microorganisms

Identifiers

What OpenQuestion holds

Textmetadata
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.