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Tata A, Massaro A, Miano B, Petrin S, Antonelli P, Peruzzo A, Pezzuto A, Favretti M, Bragolusi M, Zacometti C, Losasso C, Piro R. A Snapshot, Using a Multi-Omic Approach, of the Metabolic Cross-Talk and the Dynamics of the Resident Microbiota in Ripening Cheese Inoculated with Listeria innocua. Foods 2024; 13:1912. [PMID: 38928853 PMCID: PMC11203185 DOI: 10.3390/foods13121912] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 06/13/2024] [Accepted: 06/14/2024] [Indexed: 06/28/2024] Open
Abstract
Raw milk cheeses harbor complex microbial communities. Some of these microorganisms are technologically essential, but undesirable microorganisms can also be present. While most of the microbial dynamics and cross-talking studies involving interaction between food-derived bacteria have been carried out on agar plates in laboratory-controlled conditions, the present study evaluated the modulation of the resident microbiota and the changes of metabolite production directly in ripening raw milk cheese inoculated with Listeria innocua strains. Using a proxy of the pathogenic Listeria monocytogenes, we aimed to establish the key microbiota players and chemical signals that characterize Latteria raw milk cheese over 60 days of ripening time. The microbiota of both the control and Listeria-inoculated cheeses was analyzed using 16S rRNA targeted amplicon sequencing, while direct analysis in real time mass spectrometry (DART-HRMS) was applied to investigate the differences in the metabolic profiles of the cheeses. The diversity analysis showed the same microbial diversity trend in both the control cheese and the inoculated cheese, while the taxonomic analysis highlighted the most representative genera of bacteria in both the control and inoculated cheese: Lactobacillus and Streptococcus. On the other hand, the metabolic fingerprints revealed that the complex interactions between resident microbiota and L. innocua were governed by continuously changing chemical signals. Changes in the amounts of small organic acids, hydroxyl fatty acids, and antimicrobial compounds, including pyroglutamic acid, hydroxy-isocaproic acid, malic acid, phenyllactic acid, and lactic acid, were observed over time in the L. innocua-inoculated cheese. In cheese that was inoculated with L. innocua, Streptococcus was significantly correlated with the volatile compounds carboxylbenzaldheyde and cyclohexanecarboxylic acid, while Lactobacillus was positively correlated with some volatile and flavor compounds (cyclohexanecarboxylic acid, pyroxidal acid, aminobenzoic acid, and vanillic acid). Therefore, we determined the metabolic markers that characterize a raw milk cheese inoculated with L. innocua, the changes in these markers with the ripening time, and the positive correlation of flavor and volatile compounds with the resident microbiota. This multi-omics approach could suggest innovative food safety strategies based on the enhanced management of undesirable microorganisms by means of strain selection in raw matrices and the addition of specific antimicrobial metabolites to prevent the growth of undesirable microorganisms.
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Affiliation(s)
- Alessandra Tata
- Laboratorio di Chimica Sperimentale, Istituto Zooprofilattico Sperimentale delle Venezie, Viale Fiume 78, 36100 Vicenza, Italy; (A.M.); (B.M.); (M.B.); (C.Z.); (R.P.)
| | - Andrea Massaro
- Laboratorio di Chimica Sperimentale, Istituto Zooprofilattico Sperimentale delle Venezie, Viale Fiume 78, 36100 Vicenza, Italy; (A.M.); (B.M.); (M.B.); (C.Z.); (R.P.)
| | - Brunella Miano
- Laboratorio di Chimica Sperimentale, Istituto Zooprofilattico Sperimentale delle Venezie, Viale Fiume 78, 36100 Vicenza, Italy; (A.M.); (B.M.); (M.B.); (C.Z.); (R.P.)
| | - Sara Petrin
- Laboratory of Microbial Ecology and Genomics, Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell’Università, 35020 Legnaro, Italy; (S.P.); (P.A.); (A.P.); (C.L.)
| | - Pietro Antonelli
- Laboratory of Microbial Ecology and Genomics, Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell’Università, 35020 Legnaro, Italy; (S.P.); (P.A.); (A.P.); (C.L.)
| | - Arianna Peruzzo
- Laboratory of Microbial Ecology and Genomics, Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell’Università, 35020 Legnaro, Italy; (S.P.); (P.A.); (A.P.); (C.L.)
- PhD National Programme in One Health Approaches to Infectious Diseases and Life Science Research, Department of Public Health, Experimental and Forensic Medicine, University of Pavia, 27100 Pavia, Italy
| | - Alessandra Pezzuto
- Laboratory of Hygiene and Safety of the Food Chain, Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell’Università, 35020 Legnaro, Italy; (A.P.); (M.F.)
| | - Michela Favretti
- Laboratory of Hygiene and Safety of the Food Chain, Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell’Università, 35020 Legnaro, Italy; (A.P.); (M.F.)
| | - Marco Bragolusi
- Laboratorio di Chimica Sperimentale, Istituto Zooprofilattico Sperimentale delle Venezie, Viale Fiume 78, 36100 Vicenza, Italy; (A.M.); (B.M.); (M.B.); (C.Z.); (R.P.)
| | - Carmela Zacometti
- Laboratorio di Chimica Sperimentale, Istituto Zooprofilattico Sperimentale delle Venezie, Viale Fiume 78, 36100 Vicenza, Italy; (A.M.); (B.M.); (M.B.); (C.Z.); (R.P.)
| | - Carmen Losasso
- Laboratory of Microbial Ecology and Genomics, Istituto Zooprofilattico Sperimentale delle Venezie, Viale dell’Università, 35020 Legnaro, Italy; (S.P.); (P.A.); (A.P.); (C.L.)
| | - Roberto Piro
- Laboratorio di Chimica Sperimentale, Istituto Zooprofilattico Sperimentale delle Venezie, Viale Fiume 78, 36100 Vicenza, Italy; (A.M.); (B.M.); (M.B.); (C.Z.); (R.P.)
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Silva MP, Carvalho AF, Andretta M, Nero LA. Presence and growth prediction of Staphylococcus spp. and Staphylococcus aureus in Minas Frescal cheese, a soft fresh cheese produced in Brazil. J Dairy Sci 2021; 104:12312-12320. [PMID: 34593231 DOI: 10.3168/jds.2021-20633] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2021] [Accepted: 08/18/2021] [Indexed: 11/19/2022]
Abstract
Physical-chemical characteristics of Minas Frescal cheese (MFC) favor the growth of Staphylococcus spp. and allow the production of enterotoxins by specific strains. Here, we aimed to characterize the physical-chemical aspects (pH, storage temperature, and salt content) and the presence of Staphylococcus spp. in MFC samples (n = 50) to support a modeling study for the growth by this microorganism. Coagulase-positive staphylococci isolates were obtained and subjected to PCR assays to identify them as Staphylococcus aureus (nuc) and to detect staphylococcal enterotoxin-related genes (sea, seb, sec, sed, see). Staphylococcus aureus growth kinetics (maximum growth rate, Grmax, and lag time) were predicted based on ComBase model and MFC physical-chemical aspects. Mean counts of Staphylococcus spp. ranged from 3.3 to 6.7 log cfu/g, indicating poor hygiene practices during production. Selected isolates (n = 10) were identified as S. aureus, but none presented classical enterotoxin-related genes. pH, temperature, and salt content ranged from 5.80 to 6.62, 5°C to 12°C, and 0.85% to 1.70%, respectively. The Grmax values ranged from 0.012 to 0.419 log cfu/g per h. Independent of the storage temperature, the lowest Grmax values (0.012 to 0.372 log cfu/h) were obtained at pH 5.80 associated with salt content of 1.7%; independent of the pH and salt content, the best temperature to avoid staphylococcal growth was 7.5°C. Hygienic conditions during MFC production must be adopted to avoid staphylococcal contamination, and storage at temperatures lower than 7.5°C can prevent staphylococcal growth and the potential production of enterotoxins.
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Affiliation(s)
- Mirian P Silva
- Departamento de Veterinária, InsPOA-Laboratório de Inspeção de Produtos de Origem Animal, Universidade Federal de Viçosa, Campus Universitário, Centro, Viçosa MG 36570 900, Brazil; Departamento de Tecnologia de Alimentos, Inovaleite-Laboratório de Ciência e Tecnologia do Leite e Derivados, Universidade Federal de Viçosa, Campus Universitário, Centro, Viçosa MG 36570 900, Brazil
| | - Antonio F Carvalho
- Departamento de Tecnologia de Alimentos, Inovaleite-Laboratório de Ciência e Tecnologia do Leite e Derivados, Universidade Federal de Viçosa, Campus Universitário, Centro, Viçosa MG 36570 900, Brazil
| | - Milimani Andretta
- Departamento de Veterinária, InsPOA-Laboratório de Inspeção de Produtos de Origem Animal, Universidade Federal de Viçosa, Campus Universitário, Centro, Viçosa MG 36570 900, Brazil
| | - Luís A Nero
- Departamento de Veterinária, InsPOA-Laboratório de Inspeção de Produtos de Origem Animal, Universidade Federal de Viçosa, Campus Universitário, Centro, Viçosa MG 36570 900, Brazil.
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Araújo J, Camargo A, Carvalho A, Nero L. Uma análise histórico-crítica sobre o desenvolvimento das normas brasileiras relacionadas a queijos artesanais. ARQ BRAS MED VET ZOO 2020. [DOI: 10.1590/1678-4162-11766] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022] Open
Abstract
RESUMO Diferentes tipos de queijos artesanais são produzidos, comercializados e consumidos no Brasil, o que impulsiona o constante desenvolvimento de normas por órgãos oficiais, como o Mapa. A criação do Suasa e do Sisbi-POA foi fundamental para esse setor, por permitir um sistema de equivalência na fiscalização e por ampliar a distribuição. Ainda, o Mapa passou a permitir que queijos artesanais produzidos com leite cru pudessem ser maturados em um período inferior a 60 dias, desde que comprovada sua inocuidade. A redução do tempo de maturação é um tema controverso e polêmico, já que não há critérios específicos que estudos científicos devem contemplar, o que permite múltiplas interpretações de dados. Com a criação e a regulamentação do selo Arte, a fiscalização dos produtos artesanais foi designada aos órgãos de agricultura, pecuária e de saúde pública, em complementação à atribuição já prevista pelo Mapa e pelo Sisbi-POA. Ainda, o selo Arte atribui aos órgãos de inspeção uma função orientadora, atividade que deveria ser prioritariamente executada por agências de extensão e associações. As normas que balizam a produção e comercialização de produtos artesanais devem ser frequentemente atualizadas, devido aos constantes avanços científicos na área e para assegurar a oferta de produtos com qualidade e inócuos aos consumidores.
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Affiliation(s)
| | | | | | - L.A. Nero
- Universidade Federal de Viçosa, Brazil
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Rocha HB, da Silva ACR, Balthazar CF, Guimarães JT, Freitas MQ, Esmerino EA, Pimentel TC, Raices RL, Cruz AG, Quiterio SL. Charcoal-barbecued Coalho cheese: An investigation on the formation and ingestion of polycyclic aromatic hydrocarbons. Lebensm Wiss Technol 2020. [DOI: 10.1016/j.lwt.2020.109186] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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