51
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Cardinali G, Corte L, Robert V. Next Generation Sequencing: problems and opportunities for next generation studies of microbial communities in food and food industry. Curr Opin Food Sci 2017. [DOI: 10.1016/j.cofs.2017.09.009] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
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52
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Molecular investigation of bacterial communities during the manufacturing and ripening of semi-hard Iranian Liqvan cheese. Food Microbiol 2017; 66:64-71. [DOI: 10.1016/j.fm.2017.03.019] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2016] [Revised: 10/28/2016] [Accepted: 03/20/2017] [Indexed: 11/21/2022]
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Levante A, De Filippis F, La Storia A, Gatti M, Neviani E, Ercolini D, Lazzi C. Metabolic gene-targeted monitoring of non-starter lactic acid bacteria during cheese ripening. Int J Food Microbiol 2017; 257:276-284. [PMID: 28735145 DOI: 10.1016/j.ijfoodmicro.2017.07.002] [Citation(s) in RCA: 24] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/20/2016] [Revised: 06/23/2017] [Accepted: 07/02/2017] [Indexed: 02/04/2023]
Abstract
Long ripened cheeses, such as Grana Padano (GP), a Protected Designation of Origin (PDO) Italian cheese, harbor a viable microbiota mainly composed of non-starter lactic acid bacteria (NSLAB), which contribute to the final characteristics of cheese. The NSLAB species Lactobacillus rhamnosus, Lb. casei and Lb. paracasei are frequently found in GP, and form a closely related taxonomic group (Lb. casei group), making it difficult to distinguish the three species through 16S rRNA sequencing. SpxB, a metabolic gene coding for pyruvate oxidase in Lb. casei group, was recently used to distinguish the species within this bacterial group, both in pure cultures and in cheese, where it could provide an alternative energy source through the conversion of pyruvate to acetate. The aim of this work was to study the evolution of the metabolically active microbiota during different stages of GP ripening, targeting 16S rRNA to describe the whole microbiota composition, and spxB gene to monitor the biodiversity within the Lb. casei group. Furthermore, activation of pyruvate oxidase pathway was measured directly in cheese by reverse transcription real time PCR (RT-qPCR). The results showed that Lb. casei group dominates throughout the ripening and high-throughput sequencing of spxB allowed to identify four clusters inside the Lb. casei group. The dynamics of the sequence types forming the clusters were followed during ripening. Pyruvate oxidase pathway was expressed in cheese, showing a decreasing trend over ripening time. This work highlights how the composition of the microbiota in the early manufacturing stages influences the microbial dynamics throughout ripening, and how targeting of a metabolic gene can provide an insight into the activity of strains relevant for dairy products.
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Affiliation(s)
- Alessia Levante
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 49/A, 43124 Parma, Italy.
| | - Francesca De Filippis
- Department of Agricultural Sciences, Division of Microbiology, University of Naples Federico II, Via Università 100, 80055 Portici, Italy.
| | - Antonietta La Storia
- Department of Agricultural Sciences, Division of Microbiology, University of Naples Federico II, Via Università 100, 80055 Portici, Italy
| | - Monica Gatti
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 49/A, 43124 Parma, Italy
| | - Erasmo Neviani
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 49/A, 43124 Parma, Italy
| | - Danilo Ercolini
- Department of Agricultural Sciences, Division of Microbiology, University of Naples Federico II, Via Università 100, 80055 Portici, Italy
| | - Camilla Lazzi
- Department of Food and Drug, University of Parma, Parco Area delle Scienze 49/A, 43124 Parma, Italy
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Gallo A, Bassi D, Esposito R, Moschini M, Cocconcelli PS, Masoero F. Relationships among ensiling, nutritional, fermentative, microbiological traits and contamination in corn silages addressed with partial least squares regression. J Anim Sci 2017; 94:4346-4359. [PMID: 27898868 DOI: 10.2527/jas.2016-0479] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
The objective of this work was to reduce the predictor dimensionality and to develop a model able to forecast contamination in corn silages. A survey on 33 dairy farms was performed, and samples from core, lateral, and apical parts of the feed-out face of corn silage bunkers were analyzed for chemical, biological (digestible and indigestible NDF), fermentative (pH, ammonia nitrogen, lactic acid, VFA, and ethanol), and microbiological (yeasts and molds) traits. Corn silage samples were analyzed for cell and spore counts by adoption of a molecular DNA-based method. A partial least squares (PLS) regression with a leave-one-out cross-validation method was used to reduce the dimensionality of the original predictors ( = 30) by projecting the independent variables into latent constructs. In a first step of the model development, the importance of independent variables in predicting contamination was assessed by plotting factor loadings of both dependent and independent variables on the first 2 components and by verifying for each predictor the variable influence on projection values adopting the Wold's criterion as well as the entity of standardized regression coefficients. Three ensiling characteristics (bunker type, presence of lateral wrap plastic film, and penetration resistance as a measurement of the ensiled mass density), a chemical trait (DM), 9 characterizations of the fermentative profile (pH, ammonia nitrogen, acetic acid, butyric acid, isobutyric acid, valeric acid, isovaleric acid, ethanol, and lactic acid), and 2 microbiological traits (yeasts and molds) were retained as important terms in the PLS model. Three reduced-variable PLS (rPLS) regressions-the first based on ensiling, chemical, fermentative, and microbiological retained important variables (rPLSecfm); the second based on chemical, fermentative, and microbiological retained important traits (rPLScfm); and the last based on only chemical and fermentative retained important variables (rPLScf)-were performed. The model that best fit the measurements was rPLSecfm. The rPLScfm and rPLScf models had similar regression performances but higher mean square errors of prediction than rPLSecfm. However, all tested models seemed adequate to rank corn silages for low, medium, and high risks of contamination. To avoid the visit on farm by trained people required to measure penetration resistance, the use of the rPLScf model is suggested as a useful tool to assess the risk of in corn silage.
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Ferrocino I, Cocolin L. Current perspectives in food-based studies exploiting multi-omics approaches. Curr Opin Food Sci 2017. [DOI: 10.1016/j.cofs.2017.01.002] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/11/2022]
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56
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Concurrence of spores of Clostridium tyrobutyricum, Clostridium beijerinckii and Paenibacillus polymyxa in silage, dairy cow faeces and raw milk. Int Dairy J 2016. [DOI: 10.1016/j.idairyj.2016.08.004] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/22/2022]
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57
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Fontana C, Bassi D, López C, Pisacane V, Otero MC, Puglisi E, Rebecchi A, Cocconcelli PS, Vignolo G. Microbial ecology involved in the ripening of naturally fermented llama meat sausages. A focus on lactobacilli diversity. Int J Food Microbiol 2016; 236:17-25. [DOI: 10.1016/j.ijfoodmicro.2016.07.002] [Citation(s) in RCA: 36] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2016] [Revised: 07/05/2016] [Accepted: 07/07/2016] [Indexed: 11/30/2022]
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Soggiu A, Piras C, Mortera SL, Alloggio I, Urbani A, Bonizzi L, Roncada P. Unravelling the effect of clostridia spores and lysozyme on microbiota dynamics in Grana Padano cheese: A metaproteomics approach. J Proteomics 2016; 147:21-27. [DOI: 10.1016/j.jprot.2016.03.035] [Citation(s) in RCA: 28] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2015] [Revised: 02/21/2016] [Accepted: 03/21/2016] [Indexed: 01/14/2023]
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59
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60
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Ávila M, Gómez-Torres N, Delgado D, Gaya P, Garde S. Application of high pressure processing for controlling Clostridium tyrobutyricum and late blowing defect on semi-hard cheese. Food Microbiol 2016; 60:165-73. [PMID: 27554159 DOI: 10.1016/j.fm.2016.07.008] [Citation(s) in RCA: 12] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2016] [Revised: 06/10/2016] [Accepted: 07/10/2016] [Indexed: 10/21/2022]
Abstract
In this study we evaluated the application of different high pressure (HP) treatments (200-500 MPa at 14 °C for 10 min) to industrial sized semi-hard cheeses on day 7, with the aim of controlling two Clostridium tyrobutyricum strains causing butyric acid fermentation and cheese late blowing defect (LBD). Clostridium metabolism and LBD appearance in cheeses were monitored by sensory (cheese swelling, cracks/splits, off-odours) and instrumental analyses (organic acids by HPLC and volatile compounds by SPME/GC-MS) after 60 days. Cheeses with clostridial spores HP-untreated and HP-treated at 200 MPa showed visible LBD symptoms, lower concentrations of lactic, citric and acetic acids, and higher levels of pyruvic, propionic and butyric acids and of 1-butanol, ethyl and methyl butanoate, and ethyl pentanoate than cheeses without spores. However, cheeses with clostridial spores and HP-treated at ≥ 300 MPa did not show LBD symptoms and their organic acids and volatile compounds profiles were comparable to those of their respective HP-treated control cheeses, despite HP treatments caused a low spore reduction. A decrease in C. tyrobutyricum spore counts was observed after curd pressing, which seems to indicate an early spore germination, suggesting that HP treatments ≥300 MPa were able to inactivate the emerged C. tyrobutyricum vegetative cells and, thereby, prevent LBD.
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Affiliation(s)
- Marta Ávila
- Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Departamento de Tecnología de Alimentos, Carretera de La Coruña km 7, 28040 Madrid, Spain
| | - Natalia Gómez-Torres
- Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Departamento de Tecnología de Alimentos, Carretera de La Coruña km 7, 28040 Madrid, Spain
| | - David Delgado
- Instituto Tecnológico Agrario de Castilla y León (ITACyL), Estación Tecnológica de la Leche, Carretera de Autilla s/n, 34071 Palencia, Spain
| | - Pilar Gaya
- Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Departamento de Tecnología de Alimentos, Carretera de La Coruña km 7, 28040 Madrid, Spain
| | - Sonia Garde
- Instituto Nacional de Investigación y Tecnología Agraria y Alimentaria (INIA), Departamento de Tecnología de Alimentos, Carretera de La Coruña km 7, 28040 Madrid, Spain.
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61
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Bortolini C, Patrone V, Puglisi E, Morelli L. Detailed analyses of the bacterial populations in processed cocoa beans of different geographic origin, subject to varied fermentation conditions. Int J Food Microbiol 2016; 236:98-106. [PMID: 27458718 DOI: 10.1016/j.ijfoodmicro.2016.07.004] [Citation(s) in RCA: 37] [Impact Index Per Article: 4.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2016] [Revised: 07/06/2016] [Accepted: 07/07/2016] [Indexed: 10/21/2022]
Abstract
The quality of chocolate is influenced by several parameters, one of which is bacterial diversity during fermentation and drying; a crucial factor for the generation of the optimal cocoa flavor precursors. Our understanding of the bacterial populations involved in chocolate fermentation can be improved by the use of high-throughput sequencing technologies (HTS), combined with PCR amplification of the 16S rRNA subunit. Here, we have conducted a high-throughput assessment of bacterial diversity in four processed samples of cocoa beans from different geographic origins. As part of this study, we also assessed whether different DNA extraction methods could affect the quality of our data. The dynamics of microbial populations were analyzed postharvest (fermentation and sun drying) and shipment, before entry to the industrial process. A total of 691,867 high quality sequences were obtained by Illumina MiSeq sequencing of the two bacterial 16S rRNA hypervariable regions, V3 and V4, following paired-read assembly of the raw reads. Manual curation of the 16S database allowed us to assign the correct taxonomic classifications, at species level, for 83.8% of those reads. This approach revealed a limited biodiversity and population dynamics for both the lactic acid bacteria (LAB) and acetic acid bacteria (AAB), both of which are key players during the acetification and lactic acid fermentation phases. Among the LAB, the most abundant species were Lactobacillus fermentum, Enterococcus casseliflavus, Weissella paramesenteroides, and Lactobacillus plantarum/paraplantarum. Among the AAB, Acetobacter syzygii, was most abundant, then Acetobacter senegalensis and Acetobacter pasteriuanus. Our results indicate that HTS approach has the ability to provide a comprehensive view of the cocoa bean microbiota at the species level.
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Affiliation(s)
- Cristian Bortolini
- Istituto di Microbiologia, Facoltà di Scienze Agrarie, Alimentari ed Ambientali, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy; Ferrero S.p.A, Piazzale P.Ferrero 1, Alba, Italy
| | - Vania Patrone
- Istituto di Microbiologia, Facoltà di Scienze Agrarie, Alimentari ed Ambientali, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy
| | - Edoardo Puglisi
- Istituto di Microbiologia, Facoltà di Scienze Agrarie, Alimentari ed Ambientali, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy
| | - Lorenzo Morelli
- Istituto di Microbiologia, Facoltà di Scienze Agrarie, Alimentari ed Ambientali, Università Cattolica del Sacro Cuore, Via Emilia Parmense 84, 29122 Piacenza, Italy.
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Egan K, Field D, Rea MC, Ross RP, Hill C, Cotter PD. Bacteriocins: Novel Solutions to Age Old Spore-Related Problems? Front Microbiol 2016; 7:461. [PMID: 27092121 PMCID: PMC4824776 DOI: 10.3389/fmicb.2016.00461] [Citation(s) in RCA: 72] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/28/2016] [Accepted: 03/21/2016] [Indexed: 02/01/2023] Open
Abstract
Bacteriocins are ribosomally synthesized antimicrobial peptides produced by bacteria, which have the ability to kill or inhibit other bacteria. Many bacteriocins are produced by food grade lactic acid bacteria (LAB). Indeed, the prototypic bacteriocin, nisin, is produced by Lactococcus lactis, and is licensed in over 50 countries. With consumers becoming more concerned about the levels of chemical preservatives present in food, bacteriocins offer an alternative, more natural approach, while ensuring both food safety and product shelf life. Bacteriocins also show additive/synergistic effects when used in combination with other treatments, such as heating, high pressure, organic compounds, and as part of food packaging. These features are particularly attractive from the perspective of controlling sporeforming bacteria. Bacterial spores are common contaminants of food products, and their outgrowth may cause food spoilage or food-borne illness. They are of particular concern to the food industry due to their thermal and chemical resistance in their dormant state. However, when spores germinate they lose the majority of their resistance traits, making them susceptible to a variety of food processing treatments. Bacteriocins represent one potential treatment as they may inhibit spores in the post-germination/outgrowth phase of the spore cycle. Spore eradication and control in food is critical, as they are able to spoil and in certain cases compromise the safety of food by producing dangerous toxins. Thus, understanding the mechanisms by which bacteriocins exert their sporostatic/sporicidal activity against bacterial spores will ultimately facilitate their optimal use in food. This review will focus on the use of bacteriocins alone, or in combination with other innovative processing methods to control spores in food, the current knowledge and gaps therein with regard to bacteriocin-spore interactions and discuss future research approaches to enable spores to be more effectively targeted by bacteriocins in food settings.
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Affiliation(s)
- Kevin Egan
- School of Microbiology, University College Cork Cork, Ireland
| | - Des Field
- School of Microbiology, University College Cork Cork, Ireland
| | - Mary C Rea
- Teagasc Food Research Centre, MooreparkFermoy, Ireland; APC Microbiome InstituteUniversity College Cork, Ireland
| | - R Paul Ross
- APC Microbiome InstituteUniversity College Cork, Ireland; College of Science, Engineering and Food Science, University College CorkCork, Ireland
| | - Colin Hill
- School of Microbiology, University College CorkCork, Ireland; APC Microbiome InstituteUniversity College Cork, Ireland
| | - Paul D Cotter
- Teagasc Food Research Centre, MooreparkFermoy, Ireland; APC Microbiome InstituteUniversity College Cork, Ireland
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Bermúdez J, González MJ, Olivera JA, Burgueño JA, Juliano P, Fox EM, Reginensi SM. Seasonal occurrence and molecular diversity of clostridia species spores along cheesemaking streams of 5 commercial dairy plants. J Dairy Sci 2016; 99:3358-3366. [PMID: 26923043 DOI: 10.3168/jds.2015-10079] [Citation(s) in RCA: 29] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/07/2015] [Accepted: 01/11/2016] [Indexed: 11/19/2022]
Abstract
Five commercial dairy plants were monitored over a 17-mo period to determine the seasonal occurrence of Clostridium spores in streams from the cheesemaking process. Every 2 mo, samples of raw milk (RM), separated cream (SC), pasteurized and standardized vat milk (PSVM), PSVM + lysozyme (PSVM+L), and manufactured cheese aged for 60 to 90 d were processed for analysis. Molecular diversity of the main species identified was determined using repetitive element palindromic PCR. The mean anaerobic spore counts (μ ± SE) were 3.16±0.054, 3.00±0.054, 2.89±0.059, and 2.03±0.054 log10 most probable number/L for RM, PSVM, PSVM+L, and SC, respectively. Although spore counts did not differ between dairy plants, seasonal variation was observed; spore counts of RM, PSVM, and PSVM+L were higher during winter (June to August) and summer (December to February) months, but no seasonal variation was seen in SC counts. The most frequently isolated species was Clostridium tyrobutyricum, ranging from 50 to 58.3% of isolates from milk and cream samples. Clostridium sporogenes was the second most common species identified (16.7-21.1%); Clostridium beijerinckii and Clostridium butyricum were also found, although at lower prevalence (7.9-13.2%). Analysis of the C. tyrobutyricum and C. sporogenes population structure through repetitive element palindromic PCR indicated a high diversity, with unique isolates found in each positive sample. The occurrence of Clostridia spores in incoming streams to cheesemaking was most prominent in the winter and summer seasons, with higher prevalence of C. tyrobutyricum in the months of June and August.
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Affiliation(s)
- Jorge Bermúdez
- Unidad de Tecnología de los Alimentos, Facultad de Agronomía, UDELAR, Garzón 780, Montevideo, CP 12900, Uruguay.
| | - Marcela J González
- Unidad de Tecnología de los Alimentos, Facultad de Agronomía, UDELAR, Garzón 780, Montevideo, CP 12900, Uruguay
| | - Jorge A Olivera
- Unidad de Tecnología de los Alimentos, Facultad de Agronomía, UDELAR, Garzón 780, Montevideo, CP 12900, Uruguay
| | - Juan A Burgueño
- Centro Internacional de Mejoramiento de Maíz y Trigo (CIMMYT), Biometrics and Statistics Unit, Carretera México Veracruz Km 45, El Batán, Texcoco, Estado de México, CP 56235
| | - Pablo Juliano
- Commonwealth Scientific and Industrial Research Organisation (CSIRO) Food and Nutrition, Werribee, Victoria 3030, Australia
| | - Edward M Fox
- Commonwealth Scientific and Industrial Research Organisation (CSIRO) Food and Nutrition, Werribee, Victoria 3030, Australia
| | - Stella M Reginensi
- Unidad de Tecnología de los Alimentos, Facultad de Agronomía, UDELAR, Garzón 780, Montevideo, CP 12900, Uruguay
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