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Keser G, Ozcan T. Cross-over fermentation dynamics and proteomic properties of acid gels with indigenous Lactobacillus spp. isolated from cheeses. Food Microbiol 2025; 128:104700. [PMID: 39952741 DOI: 10.1016/j.fm.2024.104700] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/21/2024] [Revised: 12/02/2024] [Accepted: 12/03/2024] [Indexed: 02/17/2025]
Abstract
The present study examined the proteomic characteristics and fermentation dynamics of indigenous bacteria isolated from traditional Mihalic cheese in an acid gel matrix. Accordingly, autochthonous strains of Levilactobacillus brevis, Lacticaseibacillus paracasei, and Lacticaseibacillus rhamnosus were adapted to the gel matrix alongside commercial yogurt culture (Streptococcus thermophilus and Lactobacillus delbrueckii subsp. bulgaricus). The study evaluated bacterial activity, proteolytic behavior, physicochemical characteristics, and textural and sensory properties in acid gel samples. The microorganisms demonstrated high survival rates (>7.35 log₁₀ cfu/g) in the fermented gel system and induced limited acidification throughout the product's shelf life. Regarding proteomic properties, the highest amino acid variation during the shelf life was observed in the FMB sample (28.20%). Furthermore, arginine, leucine, phenylalanine, aspartic acid, lysine, and cysteine reductions were noted in samples containing the isolated microorganisms. Including indigenous microorganisms in the fermented milk increased the levels of essential amino acids. Principal Component Analysis of sensory properties revealed that samples containing indigenous microorganisms differed significantly from the control sample (C), which contained only commercial yogurt culture. The results revealed the proteolytic changes associated with fermentation, including producing free amino acids as nutritional components, forming specific aroma compounds, and modifying textural and sensory properties. These results demonstrate the potential of utilizing local cultures to develop products enriched with novel bioactive components, offering consumers enhanced nutritional and sensory benefits.
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Affiliation(s)
- Gokce Keser
- Bursa Uludag University, Department of Food Engineering, Bursa, Turkiye
| | - Tulay Ozcan
- Bursa Uludag University, Department of Food Engineering, Bursa, Turkiye.
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2
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Decadt H, Díaz-Muñoz C, Vermote L, Pradal I, De Vuyst L, Weckx S. Long-read metagenomics gives a more accurate insight into the microbiota of long-ripened gouda cheeses. Front Microbiol 2025; 16:1543079. [PMID: 40196035 PMCID: PMC11973332 DOI: 10.3389/fmicb.2025.1543079] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/10/2024] [Accepted: 03/04/2025] [Indexed: 04/09/2025] Open
Abstract
Metagenomic studies of the Gouda cheese microbiota and starter cultures are scarce. During the present study, short-read metagenomic sequencing (Illumina) was applied on 89 Gouda cheese and processed milk samples, which have been investigated before concerning their metabolite and taxonomic composition, the latter applying amplicon-based, high-throughput sequencing (HTS) of the full-length 16S rRNA gene. Selected samples were additionally investigated using long-read metagenomic sequencing (Oxford Nanopore Technologies, ONT). Whereas the species identified by amplicon-based HTS and metagenomic sequencing were identical, the relative abundances of the major species differed significantly. Lactococcus cremoris was more abundant in the metagenomics-based taxonomic analysis compared to the amplicon-based one, whereas the opposite was true for the non-starter lactic acid bacteria (NSLAB). This discrepancy was related to a higher fragmentation of the lactococcal DNA compared with the DNA of other species when applying ONT. Possibly, a higher fragmentation was linked with a higher percentage of dead or metabolically inactive cells, suggesting that full-length 16S rRNA gene amplicon-based HTS might give a more accurate view on active cells. Further, fungi were not abundantly present in the Gouda cheeses examined, whereas about 2% of the metagenomic sequence reads was related to phages, with higher relative abundances in the cheese rinds and long-ripened cheeses. Intraspecies differences found by short-read metagenomic sequencing were in agreement with the amplicon sequence variants obtained previously, confirming the ability of full-length 16S rRNA gene amplicon-based HTS to reach a taxonomic assignment below species level. Metagenome-assembled genomes (MAGs) were retrieved for 15 species, among which the starter cultures Lc. cremoris and Lactococcus lactis and the NSLAB Lacticaseibacillus paracasei, Loigolactobacillus rennini, and Tetragenococcus halophilus, although obtaining MAGs from Lc. cremoris and Lc. lactis was more challenging because of a high intraspecies diversity and high similarity between these species. Long-read metagenomic sequencing could not improve the retrieval of lactococcal MAGs, but, overall, MAGs obtained by long-read metagenomic sequencing solely were superior compared with those obtained by short-read metagenomic sequencing solely, reaching a high-quality draft status of the genomes.
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Affiliation(s)
| | | | | | | | | | - Stefan Weckx
- Research Group of Industrial Microbiology and Food Biotechnology (IMDO), Faculty of Sciences and Bioengineering Sciences, Vrije Universiteit Brussel, Brussels, Belgium
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Gebereyowhans S, Zhang S, Pang X, Workelul K, Lu J, Lv J. Effects of Sichuan pepper ( Zanthoxylum bungeanum) and cumin ( Cuminum cyminum L.) on the quality and antioxidant capacity of Camembert type cheese made from goat milk. Heliyon 2024; 10:e40717. [PMID: 39687100 PMCID: PMC11648167 DOI: 10.1016/j.heliyon.2024.e40717] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/04/2024] [Revised: 11/15/2024] [Accepted: 11/25/2024] [Indexed: 12/18/2024] Open
Abstract
The study was carried out to determine the effects of addition of Cumin (Cuminum cyminum L.), Sichuan pepper (Zanthoxylum bungeanum) or their mixture on the chemical, textural, microbial and sensory characteristics and antioxidant capacity of Camembert type cheese made from dairy goats. The chemical composition of cheese was not affected by addition of spices (Cumin, Sichuan pepper or their mixture). Addition of spices considerably affected the texture, microbial and sensory quality and antioxidant capacity of cheese. Overall acceptability score increased from 2.8 in the control cheese to 3.7, 3.2 and 3.4 in the cheeses spiced with cumin, Sichuan pepper and their mixture, respectively after 40 days of ripening. All spiced cheeses also showed higher antioxidant activity compared to the control cheese. Total phenolic content increased from 20.8 to 82.3 in the control cheese to 32.5-94.5, 46.7-118.8, 37.4-104.6 in the cheeses spiced with cumin, Sichuan pepper and their mixture, respectively during the 40 days of ripening period. Similarly, the DPPH increased from 10.4 to 60.4 in the control cheese to 16.7-73.5, 25.8-87.8, 20.3-80.7 in the cheeses spiced with cumin, Sichuan pepper and their mixture, respectively during the 40 days of ripening period. In conclusion, addition of Cumin, Sichuan pepper and their mixture produced goat milk camembert type cheese with better sensory quality and antioxidant capacity without affecting the composition of cheese.
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Affiliation(s)
| | - Shuwen Zhang
- Key Laboratory of Agro-Food Processing and Quality Control, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing, 100193, PR China
| | - Xiaoyang Pang
- Key Laboratory of Agro-Food Processing and Quality Control, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing, 100193, PR China
| | - Kidane Workelul
- Key Laboratory of Agro-Food Processing and Quality Control, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing, 100193, PR China
| | - Jing Lu
- Key Laboratory of Agro-Food Processing and Quality Control, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing, 100193, PR China
| | - Jiaping Lv
- Key Laboratory of Agro-Food Processing and Quality Control, Institute of Food Science and Technology, Chinese Academy of Agricultural Sciences, Beijing, 100193, PR China
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4
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Wilson T, Siddiqi M, Xi Y, LaPointe G. Tracking the microbial communities from the farm to the processing facility of a washed-rind cheese operation. Front Microbiol 2024; 15:1404795. [PMID: 39268533 PMCID: PMC11390512 DOI: 10.3389/fmicb.2024.1404795] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/21/2024] [Accepted: 08/08/2024] [Indexed: 09/15/2024] Open
Abstract
Milk residue and the accompanying biofilm accumulation in milking systems can compromise the microbial quality of milk and the downstream processes of cheese production. Over a six-month study, the microbial ecosystems of milk (n = 24), tap water (n = 24) and environmental swabs (n = 384) were cultured by plating decimal dilutions to obtain viable counts of total aerobic mesophilic lactose-utilizing bacteria (lactose-M17), lactic acid bacteria (MRS), yeasts and molds (Yeast, Glucose, Chloramphenicol (YGC) medium). Viable aerobic lactose-M17 plate counts of milk remained well below 4.7 log CFU/ml over five of the months, except for 1 week in November where milk at the facility exceeded 5 log CFU/ml. Swab samples of the farm milking equipment showed consistent viable counts after sanitation, while the bulk tank swabs contained the lowest counts. Viable counts from swabs of the facility were generally below the detection limit in the majority of samples with occasional residual contamination on some food contact surfaces. Extracted DNA was amplified using primers targeting the V3-V4 region of the 16S rRNA gene, and the amplicons were sequenced by MiSeq to determine the shared microbiota between the farm and the processing facility (8 genera). Culture independent analysis of bacterial taxa in milk, water and residual contamination after sanitation with swab samples revealed the shared and distinct microbiota between the sample types of both facilities. Amplicon sequence variants (ASVs) of the V3-V4 region of the 16S rRNA gene revealed that the microbiota of milk samples had lower diversity than water or environmental swabs (279 ASVs compared to 3,444 in water and 8,747 in environmental swabs). Brevibacterium and Yaniella (both Actinomycetota) were observed in all sampling types. Further studies will include whole genome sequencing of Brevibacterium spp. isolates to determine their functionality and diversity within the system.
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Affiliation(s)
- Tara Wilson
- Dairy at Guelph, Canadian Institute for Food Safety, Department of Food Science, University of Guelph, Guelph, ON, Canada
| | - Myra Siddiqi
- Dairy at Guelph, Canadian Institute for Food Safety, Department of Food Science, University of Guelph, Guelph, ON, Canada
| | - Yueqi Xi
- Dairy at Guelph, Canadian Institute for Food Safety, Department of Food Science, University of Guelph, Guelph, ON, Canada
| | - Gisèle LaPointe
- Dairy at Guelph, Canadian Institute for Food Safety, Department of Food Science, University of Guelph, Guelph, ON, Canada
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José Machado de Abreu D, Pereira F, Sérgio Lorenço M, Juliana Martinez S, Nara Batista N, Elena Nunes Carvalho E, Freitas Schwan R, Hilsdorf Piccoli R. Microbial trace based on PCR-DGGE to evaluate the ripening stage of minas artisanal cheeses from the Canastra microregion produced by different dairies. Food Res Int 2024; 190:114597. [PMID: 38945613 DOI: 10.1016/j.foodres.2024.114597] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/04/2023] [Revised: 06/01/2024] [Accepted: 06/01/2024] [Indexed: 07/02/2024]
Abstract
The Minas artisanal cheese from the Serra da Canastra (MAC-CM) microregion is a traditional product due to its production and ripening process. Artisanal chesses manufactured with raw cow's milk and endogenous dairy starters ("also known as pingo") have distinctive flavors and other sensory characteristics because of the unknown microbiota. The aim of this study was to evaluate the microbiota during 30 days of ripening, the physicochemical changes, and their relation in MACs produced in two different microregions located in the Serra da Canastra microregion through culture-dependent and culture-independent methods. The MACs were collected in the cities of Bambuí (MAC-CMB) and Tapiraí (MAC-CMT) in the Canastra microregion (n = 21). Cheeses uniqueness was demonstrated with the multivariate analysis that joined the microbiota and physicochemical characteristics, mainly to the proteolysis process, in which the MAC-CMT showed deeper proteolysis (DI -T0:14.18; T30: 13.95), while the MAC-CMB reached only a primary level (EI -T0:24.23; T30: 31.10). Abiotic factors were responsible for the differences in microbial diversity between the cheese farms. Different microbial groups: the prokaryotes, like Corynebacterium variabile, Lactococcus lactis, and Staphylococcus saprophyticus; and the eukaryotes, like Kluyveromyces lactis and Diutina catenulata dominated ripening over time. The microbial community and proteolysis were responsible for the predominance of volatile groups, with alcohols predominating in MAC-CMB and free fatty acids/acids and esters in MAC-CMT.
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Affiliation(s)
| | - Fernanda Pereira
- School of Agricultural Sciences of Lavras, Federal University of Lavras, PO Box 3037, 372000-900 Lavras, MG, Brazil
| | - Mario Sérgio Lorenço
- School of Agricultural Sciences of Lavras, Federal University of Lavras, PO Box 3037, 372000-900 Lavras, MG, Brazil
| | - Silvia Juliana Martinez
- Institute of Natural Sciences, Federal University of Lavras, PO Box 3037, 372000-900 Lavras, MG, Brazil
| | - Nádia Nara Batista
- Institute of Natural Sciences, Federal University of Lavras, PO Box 3037, 372000-900 Lavras, MG, Brazil
| | | | - Rosane Freitas Schwan
- Institute of Natural Sciences, Federal University of Lavras, PO Box 3037, 372000-900 Lavras, MG, Brazil
| | - Roberta Hilsdorf Piccoli
- School of Agricultural Sciences of Lavras, Federal University of Lavras, PO Box 3037, 372000-900 Lavras, MG, Brazil
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Lutin J, Dufrene F, Guyot P, Palme R, Achilleos C, Bouton Y, Buchin S. Microbial composition and viability of natural whey starters used in PDO Comté cheese-making. Food Microbiol 2024; 121:104521. [PMID: 38637083 DOI: 10.1016/j.fm.2024.104521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/21/2023] [Revised: 03/14/2024] [Accepted: 03/16/2024] [Indexed: 04/20/2024]
Abstract
Natural whey starters (NWS) are cultures with undefined multiple-strains species commonly used to speed up the fermentation process of cheeses. The aim of this study was to explore the diversity and the viability of Comté cheese NWS microbiota. Culture-dependent methods, i.e. plate counting and genotypic characterization, and culture-independent methods, i.e. qPCR, viability-qPCR, fluorescence microscopy and DNA metabarcoding, were combined to analyze thirty-six NWS collected in six Comté cheese factories at two seasons. Our results highlighted that NWS were dominated by Streptococcus thermophilus (ST) and thermophilic lactobacilli. These species showed a diversity of strains based on Rep-PCR. The dominance of Lactobacillus helveticus (LH) over Lactobacillus delbrueckii (LD) varied depending on the factory and the season. This highlighted two types of NWS: the type-ST/LD (LD > LH) and the type-ST/LH (LD < LH). The microbial composition varied depending on cheese factory. One factory was distinguished by its level of culturable microbial groups (ST, enterococci and yeast) and its fungi diversity. The approaches used to estimate the viability showed that most NWS cells were viable. Further investigations are needed to understand the microbial diversity of these NWS.
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Affiliation(s)
- Jade Lutin
- Comité Interprofessionnel de Gestion du Comté - Unité R&D, Bât. INRAE, F-39800, Poligny, France
| | - Franck Dufrene
- INRAE, Institut Agro, Université de Bourgogne, UMR PAM, F-39800, Poligny, France
| | - Philippe Guyot
- Comité Interprofessionnel de Gestion du Comté - Unité R&D, Bât. INRAE, F-39800, Poligny, France
| | - Romain Palme
- INRAE, Institut Agro, Université de Bourgogne, UMR PAM, F-39800, Poligny, France
| | - Christine Achilleos
- INRAE, Institut Agro, Université de Bourgogne, UMR PAM, F-39800, Poligny, France
| | - Yvette Bouton
- Comité Interprofessionnel de Gestion du Comté - Unité R&D, Bât. INRAE, F-39800, Poligny, France.
| | - Solange Buchin
- INRAE, Institut Agro, Université de Bourgogne, UMR PAM, F-39800, Poligny, France
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Barreto Pinilla CM, da Silva Oliveira W, de Oliveira Garcia A, Spadoti LM, Redruello B, Del Rio B, Alvarez MA, Torres Silva E Alves A. Brazilian indigenous nonstarter lactic acid bacteria enhance the diversification of volatile compounds in short-aged cheese. Lett Appl Microbiol 2024; 77:ovae036. [PMID: 38573828 DOI: 10.1093/lambio/ovae036] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2024] [Revised: 03/14/2024] [Accepted: 04/02/2024] [Indexed: 04/06/2024]
Abstract
There is growing interest in using autochthonous lactic acid bacteria (LAB) that provide unique sensory characteristics to dairy products without affecting their safety and quality. This work studied the capacity of three Brazilian indigenous nonstarter LABs (NSLAB) to produce biogenic amines (BAs) and evaluated their effect on the volatile organic compounds (VOCs), microbial LAB communities, and physicochemical profile of short-aged cheese. Initially, the strain's potential for biosynthesis of BAs was assessed by PCR and in vitro assays. Then, a pilot-scale cheese was produced, including the NSLAB, and the microbial and VOC profiles were analyzed after 25 and 45 days of ripening. As a results, the strains did not present genes related to relevant BAs and did not produce them in vitro. During cheese ripening, the Lactococci counts were reduced, probably in the production of alcohols and acid compounds by the NSLAB. Each strain produces a unique VOC profile that changes over the ripening time without the main VOCs related to rancid or old cheese. Particularly, the use of the strain Lacticaseibacillus. paracasei ItalPN16 resulted in production of ester compounds with fruity notes. Thus, indigenous NSLAB could be a valuable tool for the enhancement and diversification of flavor in short-aged cheese.
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Affiliation(s)
| | - Wellington da Silva Oliveira
- Reference Laboratory for Physical, Sensory and Statistics Analysis, Science and Food Quality Center, Food Technology Institute (ITAL), Avenida Brasil 2880, 13070-178 Campinas, SP, Brazil
| | - Aline de Oliveira Garcia
- Reference Laboratory for Physical, Sensory and Statistics Analysis, Science and Food Quality Center, Food Technology Institute (ITAL), Avenida Brasil 2880, 13070-178 Campinas, SP, Brazil
| | - Leila Maria Spadoti
- Dairy Technology Center (TECNOLAT) of the Food Technology Institute (ITAL), SP 13070-178, Campinas, São Paulo , Brazil
| | - Begoña Redruello
- Molecular Microbiology Group, Dairy Research Institute (IPLA, CSIC), Paseo Río Linares, s/n, 33300 Villaviciosa, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Av. del Hospital Universitario, s/n, 33011, Oviedo, Spain
| | - Beatriz Del Rio
- Molecular Microbiology Group, Dairy Research Institute (IPLA, CSIC), Paseo Río Linares, s/n, 33300 Villaviciosa, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Av. del Hospital Universitario, s/n, 33011, Oviedo, Spain
| | - Miguel Angel Alvarez
- Molecular Microbiology Group, Dairy Research Institute (IPLA, CSIC), Paseo Río Linares, s/n, 33300 Villaviciosa, Spain
- Instituto de Investigación Sanitaria del Principado de Asturias (ISPA), Av. del Hospital Universitario, s/n, 33011, Oviedo, Spain
| | - Adriana Torres Silva E Alves
- Dairy Technology Center (TECNOLAT) of the Food Technology Institute (ITAL), SP 13070-178, Campinas, São Paulo , Brazil
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Papadimitriou K, Georgalaki M, Anastasiou R, Alexandropoulou AM, Manolopoulou E, Zoumpopoulou G, Tsakalidou E. Study of the Microbiome of the Cretan Sour Cream Staka Using Amplicon Sequencing and Shotgun Metagenomics and Isolation of Novel Strains with an Important Antimicrobial Potential. Foods 2024; 13:1129. [PMID: 38611432 PMCID: PMC11011300 DOI: 10.3390/foods13071129] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/22/2024] [Revised: 03/24/2024] [Accepted: 03/26/2024] [Indexed: 04/14/2024] Open
Abstract
Staka is a traditional Greek sour cream made mostly from spontaneously fermented sheep milk or a mixture of sheep and goat milk. At the industrial scale, cream separators and starter cultures may also be used. Staka is sometimes cooked with flour to absorb most of the fat. In this study, we employed culture-based techniques, amplicon sequencing, and shotgun metagenomics to analyze the Staka microbiome for the first time. The samples were dominated by Lactococcus or Leuconostoc spp. Most other bacteria were lactic acid bacteria (LAB) from the Streptococcus and Enterococcus genera or Gram-negative bacteria from the Buttiauxella, Pseudomonas, Enterobacter, Escherichia-Shigella, and Hafnia genera. Debaryomyces, Kluyveromyces, or Alternaria were the most prevalent genera in the samples, followed by other yeasts and molds like Saccharomyces, Penicillium, Aspergillus, Stemphylium, Coniospotium, or Cladosporium spp. Shotgun metagenomics allowed the species-level identification of Lactococcus lactis, Lactococcus raffinolactis, Streptococcus thermophilus, Streptococcus gallolyticus, Escherichia coli, Hafnia alvei, Streptococcus parauberis, and Enterococcus durans. Binning of assembled shotgun reads followed by recruitment plot analysis of single reads could determine near-complete metagenome assembled genomes (MAGs). Culture-dependent and culture-independent analyses were in overall agreement with some distinct differences. For example, lactococci could not be isolated, presumably because they had entered a viable but not culturable (VBNC) state or because they were dead. Finally, several LAB, Hafnia paralvei, and Pseudomonas spp. isolates exhibited antimicrobial activities against oral or other pathogenic streptococci, and certain spoilage and pathogenic bacteria establishing their potential role in food bio-protection or new biomedical applications. Our study may pave the way for additional studies concerning artisanal sour creams to better understand the factors affecting their production and the quality.
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Affiliation(s)
- Konstantinos Papadimitriou
- Laboratory of Food Quality Control and Hygiene, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece
| | - Marina Georgalaki
- Laboratory of Dairy Research, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (M.G.); (R.A.); (A.-M.A.); (E.M.); (G.Z.); (E.T.)
| | - Rania Anastasiou
- Laboratory of Dairy Research, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (M.G.); (R.A.); (A.-M.A.); (E.M.); (G.Z.); (E.T.)
| | - Athanasia-Maria Alexandropoulou
- Laboratory of Dairy Research, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (M.G.); (R.A.); (A.-M.A.); (E.M.); (G.Z.); (E.T.)
| | - Eugenia Manolopoulou
- Laboratory of Dairy Research, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (M.G.); (R.A.); (A.-M.A.); (E.M.); (G.Z.); (E.T.)
| | - Georgia Zoumpopoulou
- Laboratory of Dairy Research, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (M.G.); (R.A.); (A.-M.A.); (E.M.); (G.Z.); (E.T.)
| | - Effie Tsakalidou
- Laboratory of Dairy Research, Department of Food Science and Human Nutrition, Agricultural University of Athens, Iera Odos 75, 11855 Athens, Greece; (M.G.); (R.A.); (A.-M.A.); (E.M.); (G.Z.); (E.T.)
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9
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Sun L, Höjer A, Johansson M, Saedén KH, Bernes G, Hetta M, Gustafsson AH, Dicksved J, Lundh Å. Associations between the Bacterial Composition of Farm Bulk Milk and the Microbiota in the Resulting Swedish Long-Ripened Cheese. Foods 2023; 12:3796. [PMID: 37893689 PMCID: PMC10606660 DOI: 10.3390/foods12203796] [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: 09/11/2023] [Revised: 10/10/2023] [Accepted: 10/12/2023] [Indexed: 10/29/2023] Open
Abstract
The maturation of a traditional Swedish long-ripened cheese has shown increasing variation in recent years and the ripening time is now generally longer than in the past. While the cheese is reliant on non-starter lactic acid bacteria for the development of its characteristic flavour, we hypothesised that the observed changes could be due to variations in the microbiota composition and number of bacteria in the raw milk used for production of the cheese. To evaluate associations between microbiota in the raw milk and the resulting cheese, three clusters of commercial farms were created to increase variation in the microbiota of dairy silo milk used for cheese production. Cheese production was performed in three periods over one year. Within each period, milk from the three farm clusters was collected separately and transported to the cheese production facility. Following pasteurisation, the milk was processed into the granular-eyed cheese and matured at a dedicated cheese-ripening facility. For each cheese batch, farm bulk and dairy silo milk samples, a starter culture, early process samples and cheese samples from different stages of maturation (7-20 months) were collected and their microbiota characterised using 16S rRNA amplicon sequencing. The microbiota in the farm bulk milk differed significantly between periods and clusters. Differences in microbiota in dairy silo milk were observed between periods, but not between farm clusters, while the cheese microbiota differed between periods and clusters. The top 13 amplicon sequence variants were dominant in early process samples and the resulting cheese, making up at least 93.3% of the relative abundance (RA). Lactococcus was the dominant genus in the early process samples and, together with Leuconostoc, also dominated in the cheese samples. Contradicting expectations, the RA of the aroma-producing genus Lactobacillus was low in cheese during ripening and there was an unexpected dominance of starter lactic acid bacteria even at the later stages of cheese ripening. To identify factors behind the recent variations in ripening time of this cheese, future studies should address the effects of process variables and the dairy environment.
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Affiliation(s)
- Li Sun
- Department of Molecular Sciences, Swedish University of Agricultural Sciences, SE-750 07 Uppsala, Sweden; (M.J.); (Å.L.)
| | - Annika Höjer
- Norrmejerier Ek. Förening, Mejerivägen 2, SE-906 22 Umeå, Sweden; (A.H.); (K.H.S.)
| | - Monika Johansson
- Department of Molecular Sciences, Swedish University of Agricultural Sciences, SE-750 07 Uppsala, Sweden; (M.J.); (Å.L.)
| | - Karin Hallin Saedén
- Norrmejerier Ek. Förening, Mejerivägen 2, SE-906 22 Umeå, Sweden; (A.H.); (K.H.S.)
| | - Gun Bernes
- Department of Animal Nutrition and Management, Swedish University of Agricultural Sciences, SE-901 83 Umeå, Sweden; (G.B.); (M.H.)
| | - Mårten Hetta
- Department of Animal Nutrition and Management, Swedish University of Agricultural Sciences, SE-901 83 Umeå, Sweden; (G.B.); (M.H.)
| | | | - Johan Dicksved
- Department of Animal Nutrition and Management, Swedish University of Agricultural Sciences, SE-750 07 Uppsala, Sweden;
| | - Åse Lundh
- Department of Molecular Sciences, Swedish University of Agricultural Sciences, SE-750 07 Uppsala, Sweden; (M.J.); (Å.L.)
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Fusco V, Fanelli F, Chieffi D. Recent and Advanced DNA-Based Technologies for the Authentication of Probiotic, Protected Designation of Origin (PDO) and Protected Geographical Indication (PGI) Fermented Foods and Beverages. Foods 2023; 12:3782. [PMID: 37893675 PMCID: PMC10606304 DOI: 10.3390/foods12203782] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/11/2023] [Revised: 09/26/2023] [Accepted: 10/10/2023] [Indexed: 10/29/2023] Open
Abstract
The authenticity of probiotic products and fermented foods and beverages that have the status of protected designation of origin (PDO) or geographical indication (PGI) can be assessed via numerous methods. DNA-based technologies have emerged in recent decades as valuable tools to achieve food authentication, and advanced DNA-based methods and platforms are being developed. The present review focuses on the recent and advanced DNA-based techniques for the authentication of probiotic, PDO and PGI fermented foods and beverages. Moreover, the most promising DNA-based detection tools are presented. Strain- and species-specific DNA-based markers of microorganisms used as starter cultures or (probiotic) adjuncts for the production of probiotic and fermented food and beverages have been exploited for valuable authentication in several detection methods. Among the available technologies, propidium monoazide (PMA) real-time polymerase chain reaction (PCR)-based technologies allow for the on-time quantitative detection of viable microbes. DNA-based lab-on-a-chips are promising devices that can be used for the on-site and on-time quantitative detection of microorganisms. PCR-DGGE and metagenomics, even combined with the use of PMA, are valuable tools allowing for the fingerprinting of the microbial communities, which characterize PDO and PGI fermented foods and beverages, and they are necessary for authentication besides permitting the detection of extra or mislabeled species in probiotic products. These methods, in relation to the authentication of probiotic foods and beverages, need to be used in combination with PMA, culturomics or flow cytometry to allow for the enumeration of viable microorganisms.
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Affiliation(s)
- Vincenzina Fusco
- Institute of Sciences of Food Production, National Research Council of Italy (CNR-ISPA), 70126 Bari, Italy; (F.F.); (D.C.)
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Mohamed HM, Barzideh Z, Siddiqi M, LaPointe G. Taxonomy, Sequence Variance and Functional Profiling of the Microbial Community of Long-Ripened Cheddar Cheese Using Shotgun Metagenomics. Microorganisms 2023; 11:2052. [PMID: 37630612 PMCID: PMC10458550 DOI: 10.3390/microorganisms11082052] [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: 05/29/2023] [Revised: 07/16/2023] [Accepted: 07/27/2023] [Indexed: 08/27/2023] Open
Abstract
Shotgun metagenomic sequencing was used to investigate the diversity of the microbial community of Cheddar cheese ripened over 32 months. The changes in taxa abundance were compared from assembly-based, non-assembly-based, and mOTUs2 sequencing pipelines to delineate the community profile for each age group. Metagenomic assembled genomes (MAGs) passing the quality threshold were obtained for 11 species from 58 samples. Although Lactococcus cremoris and Lacticaseibacillus paracasei were dominant across the shotgun samples, other species were identified using MG-RAST. NMDS analysis of the beta diversity of the microbial community revealed the similarity of the cheeses in older age groups (7 months to 32 months). As expected, the abundance of Lactococcus cremoris consistently decreased over ripening, while the proportion of permeable cells increased. Over the ripening period, the relative abundance of viable Lacticaseibacillus paracasei progressively increased, but at a variable rate among trials. Reads attributed to Siphoviridae and Ascomycota remained below 1% relative abundance. The functional profiles of PMA-treated cheeses differed from those of non-PMA-treated cheeses. Starter rotation was reflected in the single nucleotide variant profiles of Lactococcus cremoris (SNVs of this species using mOTUs2), while the incoming milk was the leading factor in discriminating Lacticaseibacillus paracasei/casei SNV profiles. The relative abundance estimates from Kraken2, non-assembly-based (MG-RAST) and marker gene clusters (mOTUs2) were consistent across age groups for the two dominant taxa. Metagenomics enabled sequence variant analysis below the bacterial species level and functional profiling that may affect the metabolic interactions between subpopulations in cheese during ripening, which could help explain the overall flavour development of cheese. Future work will integrate microbial variants with volatile profiles to associate the development of compounds related to cheese flavour at each ripening stage.
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Affiliation(s)
- Hassan Mahmoud Mohamed
- Dairy at Guelph, Department of Food Science, University of Guelph, Guelph, ON N1G 2W1, Canada
- Faculty of Computer and Artificial Intelligence, Benha University, Banha 13518, Egypt
| | - Zoha Barzideh
- Dairy at Guelph, Department of Food Science, University of Guelph, Guelph, ON N1G 2W1, Canada
| | - Myra Siddiqi
- Dairy at Guelph, Department of Food Science, University of Guelph, Guelph, ON N1G 2W1, Canada
| | - Gisèle LaPointe
- Dairy at Guelph, Department of Food Science, University of Guelph, Guelph, ON N1G 2W1, Canada
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Wang K, Wu H, Wang J, Ren Q. Microbiota Composition during Fermentation of Broomcorn Millet Huangjiu and Their Effects on Flavor Quality. Foods 2023; 12:2680. [PMID: 37509772 PMCID: PMC10379140 DOI: 10.3390/foods12142680] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2023] [Revised: 07/06/2023] [Accepted: 07/07/2023] [Indexed: 07/30/2023] Open
Abstract
Broomcorn millet Huangjiu brewing is usually divided into primary fermentation and post-fermentation. Microbial succession is the major factor influencing the development of the typical Huangjiu flavor. Here, we report the changes in flavor substances and microbial community during the primary fermentation of broomcorn millet Huangjiu. Results indicated that a total of 161 volatile flavor compounds were measured during primary fermentation, and estragole was detected for the first time in broomcorn millet Huangjiu. A total of 82 bacteria genera were identified. Pediococcus, Pantoea, and Weissella were the dominant genera. Saccharomyces and Rhizopus were dominant among the 30 fungal genera. Correlation analysis showed that 102 microorganisms were involved in major flavor substance production during primary fermentation, Lactobacillus, Photobacterium, Hyphodontia, Aquicella, Erysipelothrix, Idiomarina, Paraphaeosphaeria, and Sulfuritalea were most associated with flavoring substances. Four bacteria, Lactobacillus (R1), Photobacterium (R2), Idiomarina (R3), and Pediococcus (R4), were isolated and identified from wheat Qu, which were added to wine Qu to prepare four kinds of fortified Qu (QR1, QR2, QR3, QR4). QR1 and QR2 fermentation can enhance the quality of Huangjiu. This work reveals the correlation between microorganisms and volatile flavor compounds and is beneficial for regulating the micro-ecosystem and flavor of the broomcorn millet Huangjiu.
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Affiliation(s)
- Ke Wang
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China
| | - Huijun Wu
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China
| | - Jiaxuan Wang
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China
| | - Qing Ren
- China Food Flavor and Nutrition Health Innovation Center, Beijing Technology and Business University, Beijing 100048, China
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