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Di Canito A, Foschino R, Vigentini I. Flocculation Mechanisms in Brettanomyces bruxellensis: Influence of ethanol and sulfur dioxide on FLO gene expression. CURRENT RESEARCH IN MICROBIAL SCIENCES 2025; 8:100372. [PMID: 40207139 PMCID: PMC11979396 DOI: 10.1016/j.crmicr.2025.100372] [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] [Indexed: 04/11/2025] Open
Abstract
The mechanisms underlying flocculation in Brettanomyces bruxellensis, unlike the well-characterized FLO-family gene regulation in Saccharomyces cerevisiae, remain largely unexplored. This study investigates the flocculant phenotypes of 99 B. bruxellensis strains, revealing that only a minority exhibits this clumping behavior and confirms its strain-dependent attitude. Focusing on two strains, CBS2499 (flocculant) and UMY321 (non-flocculant), genetic analysis uncovered polymorphisms and distinct allelic heterozygosity in the FLO1 and FLO11 genes, potentially linked to the phenotypic differences. To further examine these traits, Response Surface Methodology (RSM) was used to simulate oenological conditions, testing the impact of pH, ethanol, and sulfur dioxide (SO₂) levels on flocculation and gene expression. The findings revealed that environmental stressors, especially ethanol and SO₂, significantly increase the expression of FLO1 and FLO11 in CBS2499, indicating a regulatory role in flocculation under stress. These insights broaden our understanding of stress adaptation in B. bruxellensis, especially its survival strategies in wine environments. By elucidating factors influencing flocculation, this study contributes valuable knowledge for managing B. bruxellensis spoilage, potentially aiding in the development of targeted approaches to reduce its impact on wine quality.
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Affiliation(s)
- Alessandra Di Canito
- Department of Biomedical, Surgical and Dental Sciences (DiSBIOC), Università degli Studi di Milano, Via della Commenda 10, 20122 Milan, Italy
| | - Roberto Foschino
- Department of Biomedical, Surgical and Dental Sciences (DiSBIOC), Università degli Studi di Milano, Via della Commenda 10, 20122 Milan, Italy
| | - Ileana Vigentini
- Department of Biomedical, Surgical and Dental Sciences (DiSBIOC), Università degli Studi di Milano, Via della Commenda 10, 20122 Milan, Italy
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García-García JC, García-Martínez T, Román-Camacho JJ, Moreno J, Mauricio JC. Comparative Proteomics of Two Flor Yeasts in Sparkling Wine Fermentation: First Approach. Foods 2025; 14:282. [PMID: 39856948 PMCID: PMC11764631 DOI: 10.3390/foods14020282] [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: 12/10/2024] [Revised: 01/09/2025] [Accepted: 01/15/2025] [Indexed: 01/27/2025] Open
Abstract
The traditional method is considered the highest-quality sparkling wine making technique. Its main characteristic is that the entire sparkling transformation takes place in the bottle, producing complex, refined wines with fine, persistent bubbles. Currently, the second fermentation in the bottle is initiated by a few commercially available strains of Saccharomyces cerevisiae. This lack of yeast diversity leads to a predominant uniformity in the sensory profiles of the final products and a lack of distinctive wines. The aim of the present study is to compare the proteomic profiles of the first flor yeast strain (G1) on the market for the production of high-quality sparkling wines with a new flor strain (N62) selected for its specific characteristics for potential use in sparkling wine production, such as flocculation, tolerance to high ethanol concentrations, and β-Glucosidase-positivity, which is valuable for improving wine aroma complexity. The results showed that these strains behaved differently in the middle fermentation tested: the strain that reached 3 atmospheres faster was strain N62, which achieved higher growth, viability, glycerol content, and volatile acidity. In G1, a higher ethanol content was reached, and lower growth and viability were observed. Key protein data support the relationship between these differences, and the proteomic analysis could show that strain N62 had a higher abundance of proteins related to protein synthesis, such as PAB1, TEF2, and RPL25; DAK1, GPP1, and GPP2 are involved in glycerol synthesis and PDC6 and ALD4 in acetate synthesis. In the case of G1, the abundance of ADHI is associated with ethanol production and cell wall proteins with YGP1, EXG1, SCW11, PST1, CIS3, and PIR3, while the onset of autophagy is associated with PRC1, PRB1, ATG42/YBR139W, PRE8, PRE9, and PUP2.
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Affiliation(s)
| | - Teresa García-Martínez
- Department of Agricultural Chemistry, Edaphology and Microbiology, Agrifood Campus of International Excellence ceiA3, University of Córdoba, 14014 Córdoba, Spain; (J.C.G.-G.); (J.J.R.-C.); (J.M.); (J.C.M.)
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Whiteley LE, Rieckh G, Diggle FL, Alaga ZM, Nachbaur EH, Nachbaur WT, Whiteley M. Use of commercial or indigenous yeast impacts the S. cerevisiae transcriptome during wine fermentation. Microbiol Spectr 2024; 12:e0119424. [PMID: 39287451 PMCID: PMC11537062 DOI: 10.1128/spectrum.01194-24] [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: 05/17/2024] [Accepted: 08/20/2024] [Indexed: 09/19/2024] Open
Abstract
Grapes have been cultivated for wine production for millennia. Wine production involves a complex biochemical process where sugars in grape must are converted into alcohol and other compounds by microbial fermentation, primarily by the yeast Saccharomyces cerevisiae. Commercially available S. cerevisiae strains are often used in winemaking, but indigenous (native) strains are gaining attention for their potential to contribute unique flavors. Recent advancements in high-throughput DNA sequencing have revolutionized our understanding of microbial communities during wine fermentation. Indeed, transcriptomic analysis of S. cerevisiae during wine fermentation has revealed a core gene expression program and provided insights into how this yeast adapts to fermentation conditions. Here, we assessed how the age of vines impacts the grape fungal microbiome and used transcriptomics to characterize microbial functions in grape must fermented with commercial and native S. cerevisiae. We discovered that ~130-year-old Zinfandel vines harbor higher fungal loads on their grapes compared to 20-year-old Zinfandel vines, but fungal diversity is similar. Additionally, a comparison of inoculated and uninoculated fermentations showed distinct fungal dynamics, with uninoculated fermentations harboring the yeasts Metschnikowia and Pichia. Transcriptomic analysis revealed significant differences in gene expression between fermentations inoculated and not inoculated with a commercial S. cerevisiae strain. Genes related to metabolism, stress response, and cell adhesion were differentially expressed, indicating varied functionality of S. cerevisiae in these fermentations. These findings provide insights into S. cerevisiae function during fermentation and highlight the potential for indigenous yeast to contribute to wine diversity. IMPORTANCE Understanding microbial functions during wine fermentation, particularly the role of Saccharomyces cerevisiae, is crucial for enhancing wine quality. While commercially available S. cerevisiae strains are commonly used, indigenous strains can offer unique flavors, potentially reflecting vineyard terroir. By leveraging high-throughput DNA sequencing and transcriptomic analysis, we explored the impact of vine age on the grape mycobiome and characterized microbial functions during grape fermentation. Our findings revealed that older vines harbor higher fungal loads, but fungal diversity remains similar across vine ages. Additionally, uninoculated fermentations exhibited diverse fungal dynamics, including the beneficial wine yeasts Metschnikowia and Pichia. Transcriptomic analysis uncovered significant differences in S. cerevisiae gene expression between inoculated and uninoculated fermentations, highlighting the potential of indigenous yeast to enhance wine diversity and inform winemaking practices.
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Affiliation(s)
- Lauren E. Whiteley
- School of Biological Sciences and Center for Microbial Dynamics and Infection, Georgia Institute of Technology, Atlanta, Georgia, USA
- Emory-Children’s Cystic Fibrosis Center, Atlanta, Georgia, USA
| | - Georg Rieckh
- School of Biological Sciences and Center for Microbial Dynamics and Infection, Georgia Institute of Technology, Atlanta, Georgia, USA
- Emory-Children’s Cystic Fibrosis Center, Atlanta, Georgia, USA
| | - Frances L. Diggle
- School of Biological Sciences and Center for Microbial Dynamics and Infection, Georgia Institute of Technology, Atlanta, Georgia, USA
- Emory-Children’s Cystic Fibrosis Center, Atlanta, Georgia, USA
| | - Zach M. Alaga
- Alegría Vineyards and Acorn Winery, Healdsburg, California, USA
| | | | | | - Marvin Whiteley
- School of Biological Sciences and Center for Microbial Dynamics and Infection, Georgia Institute of Technology, Atlanta, Georgia, USA
- Emory-Children’s Cystic Fibrosis Center, Atlanta, Georgia, USA
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4
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Luyt NA, de Witt RN, Divol B, Patterton HG, Setati ME, Taillandier P, Bauer FF. Physical cell-cell contact elicits specific transcriptomic responses in wine yeast species. Microbiol Spectr 2024; 12:e0057223. [PMID: 39012115 DOI: 10.1128/spectrum.00572-23] [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: 04/17/2024] [Accepted: 06/21/2024] [Indexed: 07/17/2024] Open
Abstract
Fermenting grape juice provides a habitat for a well-mapped and evolutionarily relevant microbial ecosystem consisting of many natural or inoculated strains of yeasts and bacteria. The molecular nature of many of the ecological interactions within this ecosystem remains poorly understood, with the partial exception of interactions of a metabolic nature such as competition for nutrients and production of toxic metabolites/peptides. Data suggest that physical contact between species plays a significant role in the phenotypic outcome of interspecies interactions. However, the molecular nature of the mechanisms regulating these phenotypes remains unknown. Here, we present a transcriptomic analysis of physical versus metabolic contact between two wine relevant yeast species, Saccharomyces cerevisiae and Lachancea thermotolerans. The data show that these species respond to the physical presence of the other species. In S. cerevisiae, physical contact results in the upregulation of genes involved in maintaining cell wall integrity, cell wall structural components, and genes involved in the production of H2S. In L. thermotolerans, HSP stress response genes were the most significantly upregulated gene family. Both yeasts downregulated genes belonging to the FLO family, some of which play prominent roles in cellular adhesion. qPCR analysis indicates that the expression of some of these genes is regulated in a species-specific manner, suggesting that yeasts adjust gene expression to specific biotic challenges or interspecies interactions. These findings provide fundamental insights into yeast interactions and evolutionary adaptations of these species to the wine ecosystem.IMPORTANCEWithin the wine ecosystem, yeasts are the most relevant contributors to alcoholic fermentation and wine organoleptic characteristics. While some studies have described yeast-yeast interactions during alcoholic fermentation, such interactions remain ill-defined, and little is understood regarding the molecular mechanisms behind many of the phenotypes observed when two or more species are co-cultured. In particular, no study has investigated transcriptional regulation in response to physical interspecies cell-cell contact, as opposed to the generally better understood/characterized metabolic interactions. These data are of direct relevance to our understanding of microbial ecological interactions in general while also creating opportunities to improve ecosystem-based biotechnological applications such as wine fermentation. Furthermore, the presence of competitor species has rarely been considered an evolutionary biotic selection pressure. In this context, the data reveal novel gene functions. This, and further such analysis, is likely to significantly enlarge the genome annotation space.
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Affiliation(s)
- Natasha A Luyt
- Department of Viticulture and Oenology, South African Grape and Wine Research Institute, Stellenbosch University, Stellenbosch, Western Cape, South Africa
| | - Riaan N de Witt
- Centre for Bioinformatics and Computational Biology, Stellenbosch University, Stellenbosch, Western Cape, South Africa
| | - Benoit Divol
- Department of Viticulture and Oenology, South African Grape and Wine Research Institute, Stellenbosch University, Stellenbosch, Western Cape, South Africa
| | - Hugh G Patterton
- Centre for Bioinformatics and Computational Biology, Stellenbosch University, Stellenbosch, Western Cape, South Africa
| | - Mathabatha E Setati
- Department of Viticulture and Oenology, South African Grape and Wine Research Institute, Stellenbosch University, Stellenbosch, Western Cape, South Africa
| | - Patricia Taillandier
- Institut National Polytechnique de Toulouse, Paul Sabatier Université, Laboratoire de Génie Chimique, Université de Toulouse, Toulouse, France
| | - Florian F Bauer
- Department of Viticulture and Oenology, South African Grape and Wine Research Institute, Stellenbosch University, Stellenbosch, Western Cape, South Africa
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5
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Tofalo R, Perpetuini G, Rossetti AP, Gaggiotti S, Piva A, Olivastri L, Cicchelli A, Compagnone D, Arfelli G. Impact of Saccharomyces cerevisiae and non-Saccharomyces yeasts to improve traditional sparkling wines production. Food Microbiol 2022; 108:104097. [DOI: 10.1016/j.fm.2022.104097] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2022] [Revised: 05/31/2022] [Accepted: 07/16/2022] [Indexed: 11/04/2022]
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6
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Ruipérez V, Rodríguez‐Nogales JM, Fernández‐Fernández E, Vila‐Crespo J. Impact of β-glucanases and yeast derivatives on chemical and sensory composition of long-aged sparkling wines. J Food Compost Anal 2022. [DOI: 10.1016/j.jfca.2022.104385] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022]
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7
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Kahar P, Itomi A, Tsuboi H, Ishizaki M, Yasuda M, Kihira C, Otsuka H, Azmi NB, Matsumoto H, Ogino C, Kondo A. The flocculant Saccharomyces cerevisiae strain gains robustness via alteration of the cell wall hydrophobicity. Metab Eng 2022; 72:82-96. [DOI: 10.1016/j.ymben.2022.03.001] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/22/2021] [Revised: 02/25/2022] [Accepted: 03/02/2022] [Indexed: 12/14/2022]
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9
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10
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Alfonzo A, Francesca N, Matraxia M, Craparo V, Naselli V, Mercurio V, Moschetti G. Diversity of Saccharomyces cerevisiae strains associated to racemes of Grillo grape variety. FEMS Microbiol Lett 2021; 367:5859946. [PMID: 32558882 DOI: 10.1093/femsle/fnaa079] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/28/2020] [Accepted: 06/11/2020] [Indexed: 12/17/2022] Open
Abstract
The most important oenological characteristics of high-quality sparkling wines are high content of acidity and low pH. Racemes are late-maturing grapes of Grillo variety characterized by low pH and high content of tartaric and malic acids and, due to their intrinsic characteristics, might represent an interesting technological solution to increase acid quality of base sparkling wine. To this purpose, the use of yeasts able to ferment grape must at very low pH is mandatory for the success of the process. In this work, 261 Saccharomyces cerevisiae isolated from spontaneous vinifications of Grillo grape racemes were subject to intraspecific characterization by interdelta analysis which evidenced a total population consisting of 82 strains which were screened for their basis of technological traits including SO2 and alcohol tolerance, flocculence, growth at low temperatures and qualitative features such as H2S production. A total of 11 strains with interesting technological performance in vitro were inoculated into musts obtained from racemes of Grillo grape variety and microfermentation were monitored. For the first time an ecological investigation of yeast associated to raceme grapes has been carried out and provided an innovative strategy to improve the acidity of a Sicilian sparkling base wine from Grillo grape variety.
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Affiliation(s)
- Antonio Alfonzo
- Department of Agricultural, Food and Forestry Science, University of Palermo, Viale delle Scienze 4, 90128 Palermo, Italy
| | - Nicola Francesca
- Department of Agricultural, Food and Forestry Science, University of Palermo, Viale delle Scienze 4, 90128 Palermo, Italy
| | - Michele Matraxia
- Department of Agricultural, Food and Forestry Science, University of Palermo, Viale delle Scienze 4, 90128 Palermo, Italy
| | - Valentina Craparo
- Department of Agricultural, Food and Forestry Science, University of Palermo, Viale delle Scienze 4, 90128 Palermo, Italy
| | - Vincenzo Naselli
- Cantine Europa Società Cooperativa Agricola, SS 115 Km 42.400, 91020 Petrosino, Italy
| | - Vincenzo Mercurio
- Le Ali di Mercurio s.r.l., Vincenzo Mercurio Wine Consultant, 80053 Castellammare di Stabia, Napoli, Italy
| | - Giancarlo Moschetti
- Department of Agricultural, Food and Forestry Science, University of Palermo, Viale delle Scienze 4, 90128 Palermo, Italy
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Porras-Agüera JA, Mauricio JC, Moreno-García J, Moreno J, García-Martínez T. A Differential Proteomic Approach to Characterize the Cell Wall Adaptive Response to CO 2 Overpressure during Sparkling Wine-Making Process. Microorganisms 2020; 8:E1188. [PMID: 32759881 PMCID: PMC7465653 DOI: 10.3390/microorganisms8081188] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/27/2020] [Revised: 07/28/2020] [Accepted: 08/02/2020] [Indexed: 11/16/2022] Open
Abstract
In this study, a first proteomic approach was carried out to characterize the adaptive response of cell wall-related proteins to endogenous CO2 overpressure, which is typical of second fermentation conditions, in two wine Saccharomyces cerevisiae strains (P29, a conventional second fermentation strain, and G1, a flor yeast strain implicated in sherry wine making). The results showed a high number of cell wall proteins in flor yeast G1 under pressure, highlighting content at the first month of aging. The cell wall proteomic response to pressure in flor yeast G1 was characterized by an increase in both the number and content of cell wall proteins involved in glucan remodeling and mannoproteins. On the other hand, cell wall proteins responsible for glucan assembly, cell adhesion, and lipid metabolism stood out in P29. Over-represented proteins under pressure were involved in cell wall integrity (Ecm33p and Pst1p), protein folding (Ssa1p and Ssa2p), and glucan remodeling (Exg2p and Scw4p). Flocculation-related proteins were not identified under pressure conditions. The use of flor yeasts for sparkling wine elaboration and improvement is proposed. Further research based on the genetic engineering of wine yeast using those genes from protein biomarkers under pressure alongside the second fermentation in bottle is required to achieve improvements.
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Affiliation(s)
- Juan Antonio Porras-Agüera
- Department of Microbiology, Agrifood Campus of International Excellence ceiA3, C6 building, Campus de Rabanales, University of Córdoba, E-14014 Córdoba, Spain; (J.A.P.-A.); (J.M.-G.); (T.G.-M.)
| | - Juan Carlos Mauricio
- Department of Microbiology, Agrifood Campus of International Excellence ceiA3, C6 building, Campus de Rabanales, University of Córdoba, E-14014 Córdoba, Spain; (J.A.P.-A.); (J.M.-G.); (T.G.-M.)
| | - Jaime Moreno-García
- Department of Microbiology, Agrifood Campus of International Excellence ceiA3, C6 building, Campus de Rabanales, University of Córdoba, E-14014 Córdoba, Spain; (J.A.P.-A.); (J.M.-G.); (T.G.-M.)
| | - Juan Moreno
- Department of Agricultural Chemistry, Agrifood Campus of International Excellence ceiA3, C3 building, Campus de Rabanales, University of Córdoba, E-14014 Córdoba, Spain;
| | - Teresa García-Martínez
- Department of Microbiology, Agrifood Campus of International Excellence ceiA3, C6 building, Campus de Rabanales, University of Córdoba, E-14014 Córdoba, Spain; (J.A.P.-A.); (J.M.-G.); (T.G.-M.)
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Guaragnella N, Chiara M, Capece A, Romano P, Pietrafesa R, Siesto G, Manzari C, Pesole G. Genome Sequencing and Comparative Analysis of Three Hanseniaspora uvarum Indigenous Wine Strains Reveal Remarkable Biotechnological Potential. Front Microbiol 2020; 10:3133. [PMID: 32038567 PMCID: PMC6986195 DOI: 10.3389/fmicb.2019.03133] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/30/2019] [Accepted: 12/26/2019] [Indexed: 11/17/2022] Open
Abstract
A current trend in winemaking has highlighted the beneficial contribution of non-Saccharomyces yeasts to wine quality. Hanseniaspora uvarum is one of the more represented non-Saccharomyces species onto grape berries and plays a critical role in influencing the wine sensory profile, in terms of complexity and organoleptic richness. In this work, we analyzed a group of H. uvarum indigenous wine strains as for genetic as for technological traits, such as resistance to SO2 and β-glucosidase activity. Three strains were selected for genome sequencing, assembly and comparative genomic analyses at species and genus level. Hanseniaspora genomes appeared compact and contained a moderate number of genes, while rarefaction analyses suggested an open accessory genome, reflecting a rather incomplete representation of the Hanseniaspora gene pool in the currently available genomes. The analyses of patterns of functional annotation in the three indigenous H. uvarum strains showed distinct enrichment for several PFAM protein domains. In particular, for certain traits, such as flocculation related protein domains, the genetic prediction correlated well with relative flocculation phenotypes at lab-scale. This feature, together with the enrichment for oligo-peptide transport and lipid and amino acid metabolism domains, reveals a promising potential of these indigenous strains to be applied in fermentation processes and modulation of wine flavor and aroma. This study also contributes to increasing the catalog of publicly available genomes from H. uvarum strains isolated from natural grape samples and provides a good roadmap for unraveling the biodiversity and the biotechnological potential of these non-Saccharomyces yeasts.
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Affiliation(s)
- Nicoletta Guaragnella
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Bari, Italy.,Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari "A. Moro", Bari, Italy
| | - Matteo Chiara
- Dipartimento di Bioscienze, Università degli Studi di Milano, Milan, Italy
| | - Angela Capece
- Scuola di Scienze Agrarie, Forestali, Alimentari ed Ambientali, University of Basilicata, Potenza, Italy
| | - Patrizia Romano
- Scuola di Scienze Agrarie, Forestali, Alimentari ed Ambientali, University of Basilicata, Potenza, Italy
| | - Rocchina Pietrafesa
- Scuola di Scienze Agrarie, Forestali, Alimentari ed Ambientali, University of Basilicata, Potenza, Italy
| | - Gabriella Siesto
- Scuola di Scienze Agrarie, Forestali, Alimentari ed Ambientali, University of Basilicata, Potenza, Italy
| | - Caterina Manzari
- Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari "A. Moro", Bari, Italy
| | - Graziano Pesole
- Institute of Biomembranes, Bioenergetics and Molecular Biotechnologies, CNR, Bari, Italy.,Department of Biosciences, Biotechnology and Biopharmaceutics, University of Bari "A. Moro", Bari, Italy
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13
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Porras-Agüera JA, Moreno-García J, Mauricio JC, Moreno J, García-Martínez T. First Proteomic Approach to Identify Cell Death Biomarkers in Wine Yeasts during Sparkling Wine Production. Microorganisms 2019; 7:microorganisms7110542. [PMID: 31717411 PMCID: PMC6920952 DOI: 10.3390/microorganisms7110542] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/19/2019] [Revised: 10/22/2019] [Accepted: 11/07/2019] [Indexed: 12/22/2022] Open
Abstract
Apoptosis and later autolysis are biological processes which take place in Saccharomyces cerevisiae during industrial fermentation processes, which involve costly and time-consuming aging periods. Therefore, the identification of potential cell death biomarkers can contribute to the creation of a long-term strategy in order to improve and accelerate the winemaking process. Here, we performed a proteomic analysis based on the detection of possible apoptosis and autolysis protein biomarkers in two industrial yeast strains commonly used in post-fermentative processes (sparkling wine secondary fermentation and biological aging) under typical sparkling wine elaboration conditions. Pressure had a negatively effect on viability for flor yeast, whereas the sparkling wine strain seems to be more adapted to these conditions. Flor yeast strain experienced an increase in content of apoptosis-related proteins, glucanases and vacuolar proteases at the first month of aging. Significant correlations between viability and apoptosis proteins were established in both yeast strains. Multivariate analysis based on the proteome of each process allowed to distinguish among samples and strains. The proteomic profile obtained in this study could provide useful information on the selection of wine strains and yeast behavior during sparkling wine elaboration. Additionally, the use of flor yeasts for sparkling wine improvement and elaboration is proposed.
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Affiliation(s)
- Juan Antonio Porras-Agüera
- Department of Microbiology, Agrifood Campus of International Excellence ceiA3, University of Cordoba, 14014 Cordoba, Spain; (J.A.P.-A.); (J.M.-G.); (T.G.-M.)
| | - Jaime Moreno-García
- Department of Microbiology, Agrifood Campus of International Excellence ceiA3, University of Cordoba, 14014 Cordoba, Spain; (J.A.P.-A.); (J.M.-G.); (T.G.-M.)
| | - Juan Carlos Mauricio
- Department of Microbiology, Agrifood Campus of International Excellence ceiA3, University of Cordoba, 14014 Cordoba, Spain; (J.A.P.-A.); (J.M.-G.); (T.G.-M.)
- Correspondence: ; Tel.: +34-957-218640; Fax: +34-957-218650
| | - Juan Moreno
- Department of Agricultural Chemistry, Agrifood Campus of International Excellence ceiA3, University of Cordoba, 14014 Cordoba, Spain;
| | - Teresa García-Martínez
- Department of Microbiology, Agrifood Campus of International Excellence ceiA3, University of Cordoba, 14014 Cordoba, Spain; (J.A.P.-A.); (J.M.-G.); (T.G.-M.)
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14
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Vergara-Álvarez I, Quiroz-Figueroa F, Tamayo-Ordóñez MC, Oliva-Hernández AA, Larralde-Corona CP, Narváez-Zapata JA. Flocculation and Expression of FLO Genes of a Saccharomyces cerevisiae Mezcal Strain with High Stress Tolerance. Food Technol Biotechnol 2019; 57:544-553. [PMID: 32123516 PMCID: PMC7029389 DOI: 10.17113/ftb.57.04.19.6063] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/17/2022] Open
Abstract
Mezcal is a distillate produced by spontaneous fermentation of the must obtained from stalks of Agave spp. plants that are cooked and pressed. Agave must contains a high amount of fructose and phenolic compounds, and fermentation usually occurs under stressful (and uncontrolled) environmental conditions. Yeasts capable of growing under such conditions usually display advantageous biological and industrial traits for stress tolerance such as flocculation. In this study, seven Saccharomyces cerevisiae strains isolated from mezcal must were exposed to temperatures ranging between 10 and 40 °C, and to different sugar sources (fructose or glucose). Yeasts grown in fructose increased their stress tolerance, determined by colony count in a microdrop assay, under low temperature (10 °C) compared to the growth at 40 °C on solid cultures. The most stress-tolerant mezcal strain (Sc3Y8) and a commercial wine (Fermichamp) strain, used as control, were grown under fermentation conditions and exposed to long-term temperature stress to determine their performance and their potential for flocculation. Compared to glucose, fermentation on fructose increased the metabolite accumulation at the end of culture, particularly at 40 °C, with 2.3, 1.3 and 3.4 times more glycerol (8.6 g/L), ethanol (43.6 g/L) and acetic acid (7.3 g/L), respectively. Using confocal microscopy analysis, we detected morphological changes such as aggregation and wall recognition at the level of budding scars in yeast, particularly in the Sc3Y8 strain when it was exposed to 40 °C. The analysis confirmed that this mezcal strain was positive for flocculation in the presence of Ca2+ ions. Analysis of FLO1, FLO5 and FLO11 gene expression implicated in flocculation in both Saccharomyces strains showed a strong transcriptional induction, mainly of the FLO5 gene in the mezcal Sc3Y8 strain.
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Affiliation(s)
- Israel Vergara-Álvarez
- National Polytechnic Institute (Instituto Politécnico Nacional), Center for Genomic Biotechnology, Blvd del Maestro s/n esq, Elías Piña Col. Narciso Mendoza, C.P. 88710, Reynosa (Tamaulipas), Mexico.,Aix-Marseille University, LCB (UMR7283), CNRS, Marseille, France
| | - Francisco Quiroz-Figueroa
- National Polytechnic Institute (Instituto Politécnico Nacional), CIIDIR-IPN Unidad Sinaloa, Blvd. Juan de Dios Bátiz Paredes no. 250, Col. San Joachin, C.P. 81101 Guasave (Sinaloa), Mexico
| | - María Concepción Tamayo-Ordóñez
- National Polytechnic Institute (Instituto Politécnico Nacional), Center for Genomic Biotechnology, Blvd del Maestro s/n esq, Elías Piña Col. Narciso Mendoza, C.P. 88710, Reynosa (Tamaulipas), Mexico.,Genetic Engineering Laboratory, Department of Biotechnology, Faculty of Chemical Sciences, Autonomous University of Coahuila, Saltillo Unit, Mexico
| | - Amanda Alejandra Oliva-Hernández
- National Polytechnic Institute (Instituto Politécnico Nacional), Center for Genomic Biotechnology, Blvd del Maestro s/n esq, Elías Piña Col. Narciso Mendoza, C.P. 88710, Reynosa (Tamaulipas), Mexico
| | - Claudia Patricia Larralde-Corona
- National Polytechnic Institute (Instituto Politécnico Nacional), Center for Genomic Biotechnology, Blvd del Maestro s/n esq, Elías Piña Col. Narciso Mendoza, C.P. 88710, Reynosa (Tamaulipas), Mexico
| | - José Alberto Narváez-Zapata
- National Polytechnic Institute (Instituto Politécnico Nacional), Center for Genomic Biotechnology, Blvd del Maestro s/n esq, Elías Piña Col. Narciso Mendoza, C.P. 88710, Reynosa (Tamaulipas), Mexico
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15
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Di Gianvito P, Tesnière C, Suzzi G, Blondin B, Tofalo R. Different genetic responses to oenological conditions between a flocculent wine yeast and its FLO5 deleted strain: Insights from the transcriptome. Food Res Int 2018; 114:178-186. [DOI: 10.1016/j.foodres.2018.07.061] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2018] [Revised: 07/06/2018] [Accepted: 07/30/2018] [Indexed: 01/26/2023]
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16
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Canonico L, Comitini F, Ciani M. Torulaspora delbrueckii for secondary fermentation in sparkling wine production. Food Microbiol 2018; 74:100-106. [DOI: 10.1016/j.fm.2018.03.009] [Citation(s) in RCA: 29] [Impact Index Per Article: 4.1] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/06/2017] [Revised: 01/24/2018] [Accepted: 03/16/2018] [Indexed: 10/17/2022]
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17
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Garofalo C, Berbegal C, Grieco F, Tufariello M, Spano G, Capozzi V. Selection of indigenous yeast strains for the production of sparkling wines from native Apulian grape varieties. Int J Food Microbiol 2018; 285:7-17. [PMID: 30007201 DOI: 10.1016/j.ijfoodmicro.2018.07.004] [Citation(s) in RCA: 30] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/18/2018] [Revised: 07/02/2018] [Accepted: 07/03/2018] [Indexed: 01/27/2023]
Abstract
We report the first polyphasic characterization of native Saccharomyces cerevisiae in order to select candidate strains for the design of starter cultures tailored for Apulian sparkling wines obtained from local grape variety. In addition, it is the first survey in our region that propose the selection of autochthonous starter cultures for sparkling wine i) including a preliminary tailored genotypic and technological screening, and ii) monitoring analytical contribution during secondary fermentation in terms of volatile compounds (VOCs). Furthermore, we exploit the potential contribute of autochthonous cultures throughout the productive chain, including the possible improvement of base wine. One representative strain from each cluster was characterized i) for tolerance to abiotic and biotic stressors peculiar of sparkling wine fermentation, ii) for the performances in base wine production, and iii) for the aptitudes to promote in-bottle secondary fermentation in white and rosé sparkling wines, both obtained from Apulian grape varieties. Genetic characterization led to group 164 S. cerevisiae in 16 genetic clusters based on interdelta profiles. Stress tolerance assays shown a certain correlation with fermentative attitude. Our evidences demonstrated a different fermentative behavior and release of VOCs of the different strains in association with primary and secondary fermentations and as function of wine and rosé sparkling wine. Furthermore, performances in white/rosé sparkling wines have been found to be strain-dependent characters. Overall, we propose different strains as biotechnological resources suitable to improve the quality of regional sparkling wines and to provide a driver of innovation/segmentation in the market.
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Affiliation(s)
- Carmela Garofalo
- Department of Sciences of Agriculture, Food and Environment, University of Foggia, Via Napoli 25, 71122 Foggia, Italy
| | - Carmen Berbegal
- Department of Sciences of Agriculture, Food and Environment, University of Foggia, Via Napoli 25, 71122 Foggia, Italy; Enolab. Estructura de Recerca Interdisciplinar en Biotecnología i Biomedicina (ERIBioTecMed), Universitat de València, c/ Dr. Moliner 50 E46100, Burjassot-València, Spain
| | - Francesco Grieco
- Istituto di Scienze delle Produzioni Alimentari, Consiglio Nazionale delle Ricerche, Unità di Lecce, Via Prov. Lecce-Monteroni, 73100 Lecce, Italy
| | - Maria Tufariello
- Istituto di Scienze delle Produzioni Alimentari, Consiglio Nazionale delle Ricerche, Unità di Lecce, Via Prov. Lecce-Monteroni, 73100 Lecce, Italy
| | - Giuseppe Spano
- Department of Sciences of Agriculture, Food and Environment, University of Foggia, Via Napoli 25, 71122 Foggia, Italy.
| | - Vittorio Capozzi
- Department of Sciences of Agriculture, Food and Environment, University of Foggia, Via Napoli 25, 71122 Foggia, Italy.
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18
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Di Gianvito P, Perpetuini G, Tittarelli F, Schirone M, Arfelli G, Piva A, Patrignani F, Lanciotti R, Olivastri L, Suzzi G, Tofalo R. Impact of Saccharomyces cerevisiae strains on traditional sparkling wines production. Food Res Int 2018; 109:552-560. [DOI: 10.1016/j.foodres.2018.04.070] [Citation(s) in RCA: 17] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/24/2018] [Revised: 04/16/2018] [Accepted: 04/30/2018] [Indexed: 10/17/2022]
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19
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Liu CG, Li ZY, Hao Y, Xia J, Bai FW, Mehmood MA. Computer Simulation Elucidates Yeast Flocculation and Sedimentation for Efficient Industrial Fermentation. Biotechnol J 2018; 13:e1700697. [DOI: 10.1002/biot.201700697] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/14/2017] [Revised: 12/31/2017] [Indexed: 11/10/2022]
Affiliation(s)
- Chen-Guang Liu
- State Key Laboratory of Microbial Metabolism; School of Life Sciences & Biotechnology; Shanghai Jiao Tong University; Shanghai 200240 China
| | - Zhi-Yang Li
- School of Information Science and Technology; Dalian Maritime University; Dalian Liaoning 116023 China
| | - Yue Hao
- Key Laboratory of Pollinating Insect Biology of the Ministry of Agriculture; Institute of Apicultural Research; Chinese Academy of Agricultural Sciences; Beijing 100093 China
| | - Juan Xia
- State Key Laboratory of Microbial Metabolism; School of Life Sciences & Biotechnology; Shanghai Jiao Tong University; Shanghai 200240 China
| | - Feng-Wu Bai
- State Key Laboratory of Microbial Metabolism; School of Life Sciences & Biotechnology; Shanghai Jiao Tong University; Shanghai 200240 China
| | - Muhammad Aamer Mehmood
- State Key Laboratory of Microbial Metabolism; School of Life Sciences & Biotechnology; Shanghai Jiao Tong University; Shanghai 200240 China
- Department of Bioinformatics & Biotechnology; Bioenergy Research Centre; Government College University Faisalabad; Faisalabad-38000 Pakistan
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20
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FLO5 gene controls flocculation phenotype and adhesive properties in a Saccharomyces cerevisiae sparkling wine strain. Sci Rep 2017; 7:10786. [PMID: 28883485 PMCID: PMC5589750 DOI: 10.1038/s41598-017-09990-9] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/26/2017] [Accepted: 08/01/2017] [Indexed: 12/13/2022] Open
Abstract
Flocculation is an important feature for yeast survival in adverse conditions. The natural diversity of flocculating genes in Saccharomyces cerevisiae can also be exploited in several biotechnological applications. Flocculation is mainly regulated by the expression of genes belonging to the FLO family. These genes have a similar function, but their specific contribution to flocculation ability is still unclear. In this study, the distribution of FLO1, FLO5 and FLO8 genes in four S. cerevisiae wine strains was investigated. Subsequently, both FLO1 and FLO5 genes were separately deleted in a flocculent S. cerevisiae wine strain. After gene disruption, flocculation ability and agar adhesion were evaluated. FLO1 and FLO5 genes inheritance was also monitored. All strains presented different lengths for FLO1 and FLO5 genes. Results confirm that in S. cerevisiae strain F6789, the FLO5 gene drives flocculation and influences adhesive properties. Flocculation ability monitoring after a cross with a non-flocculent strain revealed that FLO5 is the gene responsible for flocculation development.
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21
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Vigentini I, Barrera Cardenas S, Valdetara F, Faccincani M, Panont CA, Picozzi C, Foschino R. Use of Native Yeast Strains for In-Bottle Fermentation to Face the Uniformity in Sparkling Wine Production. Front Microbiol 2017; 8:1225. [PMID: 28713352 PMCID: PMC5491622 DOI: 10.3389/fmicb.2017.01225] [Citation(s) in RCA: 30] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/10/2017] [Accepted: 06/16/2017] [Indexed: 11/13/2022] Open
Abstract
The in-bottle fermentation of sparkling wines is currently triggered by few commercialized Saccharomyces cerevisiae strains. This lack of diversity in tirage yeast cultures leads to a prevalent uniformity in sensory profiles of the end products. The aim of this study has been to exploit the natural multiplicity of yeast populations in order to introduce variability in sparkling wines throughout the re-fermentation step. A collection of 133 S. cerevisiae strains were screened on the basis of technological criteria (fermenting power and vigor, SO2 tolerance, alcohol tolerance, flocculence) and qualitative features (acetic acid, glycerol and H2S productions). These activities allowed the selection of yeasts capable of dominating the in-bottle fermentation in actual cellar conditions: in particular, the performances of FX and FY strains (isolated in Franciacorta area), and OX and OY strains (isolated in Oltrepò Pavese area), were compared to those of habitually used starter cultures (IOC18-2007, EC1118, Lalvin DV10), by involving nine wineries belonging to the two Consortia of Appellation of Origin. The microbiological analyses of samples have revealed that the indigenous strains showed an increased latency period and a higher cultivability along the aging time than the commercial starter cultures do. Results of chemical analyses and sensory evaluation of the samples after 18 months sur lies have shown that significant differences (p < 0.05) were present among the strains for alcoholic strength, carbon dioxide overpressure and pleasantness, whereas they were not observed for residual sugars content, titratable acidity or volatile acidity. Indigenous S. cerevisiae exhibited comparable values respect to the commercial starter cultures. The ANOVA has also proven that the base wine formulation is a key factor, by significantly affecting (p < 0.01) some oenological parameters of wine, like alcoholic strength, volatile acidity, carbon dioxide overpressure, titratable acidity and dry extract. The use of native yeast strains for the re-fermentation step can be considered a convenient way for introducing differentiation to the final product without modifying the traditional technology. In a perspective of "precision enology," where the wine is designed on specific vine cultivars and microorganisms, this work underlines that exploring yeast biodiversity is a strategic activity to improve the production.
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Affiliation(s)
- Ileana Vigentini
- Department of Food, Environmental and Nutritional Sciences, Università degli Studi di MilanoMilan, Italy
| | - Shirley Barrera Cardenas
- Department of Food, Environmental and Nutritional Sciences, Università degli Studi di MilanoMilan, Italy
| | - Federica Valdetara
- Department of Food, Environmental and Nutritional Sciences, Università degli Studi di MilanoMilan, Italy
| | | | - Carlo A Panont
- Consorzio Tutela Vini Oltrepò PaveseTorrazza Coste, Italy
| | - Claudia Picozzi
- Department of Food, Environmental and Nutritional Sciences, Università degli Studi di MilanoMilan, Italy
| | - Roberto Foschino
- Department of Food, Environmental and Nutritional Sciences, Università degli Studi di MilanoMilan, Italy
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22
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Vitorino LC, Bessa LA. Technological Microbiology: Development and Applications. Front Microbiol 2017; 8:827. [PMID: 28539920 PMCID: PMC5423913 DOI: 10.3389/fmicb.2017.00827] [Citation(s) in RCA: 51] [Impact Index Per Article: 6.4] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/22/2017] [Accepted: 04/24/2017] [Indexed: 12/22/2022] Open
Abstract
Over thousands of years, modernization could be predicted for the use of microorganisms in the production of foods and beverages. However, the current accelerated pace of new food production is due to the rapid incorporation of biotechnological techniques that allow the rapid identification of new molecules and microorganisms or even the genetic improvement of known species. At no other time in history have microorganisms been so present in areas such as agriculture and medicine, except as recognized villains. Currently, however, beneficial microorganisms such as plant growth promoters and phytopathogen controllers are required by various agricultural crops, and many species are being used as biofactories of important pharmacological molecules. The use of biofactories does not end there: microorganisms have been explored for the synthesis of diverse chemicals, fuel molecules, and industrial polymers, and strains environmentally important due to their biodecomposing or biosorption capacity have gained interest in research laboratories and in industrial activities. We call this new microbiology Technological Microbiology, and we believe that complex techniques, such as heterologous expression and metabolic engineering, can be increasingly incorporated into this applied science, allowing the generation of new and improved products and services.
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Affiliation(s)
- Luciana C. Vitorino
- Laboratory of Agricultural Microbiology, Goiano Federal InstituteGoiás, Brazil
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23
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Dahiya P, Bhat DS, Thakur JK. Expression of AtMed15 of Arabidopsis in yeast causes flocculation and increases ethanol production in yeast culture. Sci Rep 2016; 6:27967. [PMID: 27306498 PMCID: PMC4910046 DOI: 10.1038/srep27967] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/28/2015] [Accepted: 05/27/2016] [Indexed: 12/30/2022] Open
Abstract
Mediator, a multiprotein complex involved in transcription of class II genes, was first discovered in yeast and then characterized in many metazoans revealing a striking structural conservation of the complex. However, sequences of Mediator subunits are not well conserved raising a question on the functional conservation of these individual subunits. In this study, expression of Med15 of Arabidopsis (AtMed15) in gal11∆ yeast could not complement the function of ScGal11 in galactose metabolism and resistance against cycloheximide. Surprisingly, AtMed15 changed the morphology of the yeast cells. The cells adhered strongly on the surface of the agar media, and showed robust flocculation in the liquid media without affecting the growth. The AtMed15-induced adhesion and flocculation were observed in different carbon sources. Calcium-assisted cell wall-bound mannan-binding proteins were found to be involved in this flocculation, which was unaffected by wide fluctuation of pH or temperatures revealing its constitutive robust nature. Expression of few flocculation related Flo genes was up-regulated in these cells. Interestingly, there was significant increase in ethanol production by the yeast expressing AtMed15. Robust and constitutive flocculation and increased ethanol production by yeast cells harbouring AtMed15 indicate an opportunity of its important usage in biotechnology industries.
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Affiliation(s)
- Pradeep Dahiya
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi 110067, India
| | - Divya S Bhat
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi 110067, India
| | - Jitendra K Thakur
- National Institute of Plant Genome Research, Aruna Asaf Ali Marg, New Delhi 110067, India
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24
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Perpetuini G, Di Gianvito P, Arfelli G, Schirone M, Corsetti A, Tofalo R, Suzzi G. Biodiversity of autolytic ability in flocculent Saccharomyces cerevisiae strains suitable for traditional sparkling wine fermentation. Yeast 2016; 33:303-12. [PMID: 26804203 DOI: 10.1002/yea.3151] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Revised: 01/12/2016] [Accepted: 01/14/2016] [Indexed: 11/08/2022] Open
Abstract
Yeasts involved in secondary fermentation of traditional sparkling wines should show specific characteristics, such as flocculation capacity and autolysis. Recently it has been postulated that autophagy may contribute to the outcome of autolysis. In this study, 28 flocculent wine Saccahromyces cerevisiae strains characterized by different flocculation degrees were studied for their autolytic and autophagic activities. Autolysis was monitored in synthetic medium through the determination of amino acid nitrogen and total proteins released. At the same time, novel primer sets were developed to determine the expression of the genes ATG1, ATG17 and ATG29. Twelve strains were selected on the basis of their autolytic rate and ATG gene expressions in synthetic medium and were inoculated in a base wine. After 30, 60 and 180 days the autolytic process and ATG gene expressions were evaluated. The obtained data showed that autolysis and ATG gene expressions differed among strains and were independent of the degree of flocculation. This biodiversity could be exploited to select new starter stains to improve sparkling wine production. Copyright © 2016 John Wiley & Sons, Ltd.
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Affiliation(s)
- Giorgia Perpetuini
- Faculty of BioScience and Technology for Food, Agriculture and Environment, University of Teramo, Italy
| | - Paola Di Gianvito
- Faculty of BioScience and Technology for Food, Agriculture and Environment, University of Teramo, Italy
| | - Giuseppe Arfelli
- Faculty of BioScience and Technology for Food, Agriculture and Environment, University of Teramo, Italy
| | - Maria Schirone
- Faculty of BioScience and Technology for Food, Agriculture and Environment, University of Teramo, Italy
| | - Aldo Corsetti
- Faculty of BioScience and Technology for Food, Agriculture and Environment, University of Teramo, Italy
| | - Rosanna Tofalo
- Faculty of BioScience and Technology for Food, Agriculture and Environment, University of Teramo, Italy
| | - Giovanna Suzzi
- Faculty of BioScience and Technology for Food, Agriculture and Environment, University of Teramo, Italy
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