RESUMO
Beer flavor stability is greatly influenced by external temperature, vibrations, and longer delivery times. The present study assessed the impact of transport and storage conditions on staling aldehyde evolution in lager beers across five sample groups (fresh, transport, and storage simulation, and their controls), which differed in their bottle opening system (either crown cap or ring pull cap). Maritime transport conditions (45 days of travel, vibrations of 1.7 Hz, and warm temperatures (21-30 °C)) were simulated, together with storage time in a distributor's warehouse (up to 75 days). The results revealed that the concentration of Strecker aldehydes increased more quickly after transport and storage simulation in beer bottles with the ring pull cap opening system, and the contents of 2-methylpropanal and 3-methylbutanal, in particular, were up to three times higher. Benzaldehyde content also increased significantly, by 33% on average, in these samples. Hexanal was only found in beers with a ring pull cap that underwent transport simulation. Further storage after transport simulation significantly reduced the content of 2-methylpropanal, 3-methylbutanal, and hexanal, by 73%, 57%, and 43%, respectively, suggesting the formation of a bound state. 5-hydroxymethylfurfural was continuously increased by 78.5% and 40.5% after the Transport and Transport & Storage simulations, respectively. Transport conditions lead to a slight increase, of 0.6 EBC units, in beer color.
Assuntos
Aldeídos/análise , Cerveja/análise , Cerveja/normas , Aromatizantes/análise , Armazenamento de Alimentos/métodos , Meios de Transporte/métodos , Paladar , TemperaturaRESUMO
Despite years of research, sensory deterioration during beer aging remains a challenge to brewing chemists. Therefore, sensorial and analytical tools to investigate aging flavors are required. This review aims to summarize the available analytical methods and to highlight the problems associated with addressing the flavor-stability of beer. Carbonyls are the major contributors to the aroma of aged pale lager beer, which is especially susceptible to deterioration. They are formed via known pathways during storage, but, as recent research indicates, are mainly released from the bound-state during aging. However, most published studies are based on model systems, and thus the formation and breakdown parameters of these adducts are poorly understood. This concept has not been previously considered in previous forced-aging analysis. Only weak parallels can be drawn between forced and natural aging. This is likely due to the different activation energies of the chemical processes responsible for aging, but may also be due to heat-promoted release of bound aldehydes. Thus, precursors and their binding parameters must be investigated to make appropriate technological adjustments to forced-aging experiments. In combination with sophisticated data analysis, the investigation of volatile indicators and non-volatile precursors can lead to more reliable predictions of flavor stability.
Assuntos
Cerveja/análise , Cerveja/normas , Paladar , Análise de Alimentos , Armazenamento de Alimentos , Humanos , Fatores de TempoRESUMO
BACKGROUND: Beer quality is mainly defined by its colour, foamability and foam stability, which are influenced by the chemical composition of the product such as proteins, carbohydrates, pH and alcohol. Traditional methods to assess specific chemical compounds are usually time-consuming and costly. This study used rapid methods to evaluate 15 foam and colour-related parameters using a robotic pourer (RoboBEER) and chemical fingerprinting using near infrared spectroscopy (NIR) from six replicates of 21 beers from three types of fermentation. Results from NIR were used to create partial least squares regression (PLS) and artificial neural networks (ANN) models to predict four chemometrics such as pH, alcohol, Brix and maximum volume of foam. RESULTS: The ANN method was able to create more accurate models (R2 = 0.95) compared to PLS. Principal components analysis using RoboBEER parameters and NIR overtones related to protein explained 67% of total data variability. Additionally, a sub-space discriminant model using the absorbance values from NIR wavelengths resulted in the successful classification of 85% of beers according to fermentation type. CONCLUSION: The method proposed showed to be a rapid system based on NIR spectroscopy and RoboBEER outputs of foamability that can be used to infer the quality, production method and chemical parameters of beer with minimal laboratory equipment. © 2017 Society of Chemical Industry.
Assuntos
Cerveja/normas , Análise de Alimentos/métodos , Processamento de Imagem Assistida por Computador/instrumentação , Processamento de Imagem Assistida por Computador/métodos , Aprendizado de Máquina , Espectrofotometria Infravermelho/métodos , Algoritmos , Análise de Alimentos/instrumentaçãoRESUMO
During the production process of beer, it is of utmost importance to guarantee a high consistency of the beer quality. For instance, the bitterness is an essential quality parameter which has to be controlled within the specifications at the beginning of the production process in the unfermented beer (wort) as well as in final products such as beer and beer mix beverages. Nowadays, analytical techniques for quality control in beer production are mainly based on manual supervision, i.e., samples are taken from the process and analyzed in the laboratory. This typically requires significant lab technicians efforts for only a small fraction of samples to be analyzed, which leads to significant costs for beer breweries and companies. Fourier transform mid-infrared (FT-MIR) spectroscopy was used in combination with nonlinear multivariate calibration techniques to overcome (i) the time consuming off-line analyses in beer production and (ii) already known limitations of standard linear chemometric methods, like partial least squares (PLS), for important quality parameters Speers et al. (J I Brewing. 2003;109(3):229-235), Zhang et al. (J I Brewing. 2012;118(4):361-367) such as bitterness, citric acid, total acids, free amino nitrogen, final attenuation, or foam stability. The calibration models are established with enhanced nonlinear techniques based (i) on a new piece-wise linear version of PLS by employing fuzzy rules for local partitioning the latent variable space and (ii) on extensions of support vector regression variants (ð-PLSSVR and ν-PLSSVR), for overcoming high computation times in high-dimensional problems and time-intensive and inappropriate settings of the kernel parameters. Furthermore, we introduce a new model selection scheme based on bagged ensembles in order to improve robustness and thus predictive quality of the final models. The approaches are tested on real-world calibration data sets for wort and beer mix beverages, and successfully compared to linear methods, showing a clear out-performance in most cases and being able to meet the model quality requirements defined by the experts at the beer company. Figure Workflow for calibration of non-Linear model ensembles from FT-MIR spectra in beer production .
Assuntos
Cerveja/análise , Cerveja/normas , Análise de Alimentos/métodos , Espectroscopia de Infravermelho com Transformada de Fourier , CalibragemRESUMO
This study describes a screening system for future brewing yeasts focusing on non-Saccharomyces yeasts. The aim was to find new yeast strains that can ferment beer wort into a respectable beer. Ten Torulaspora delbrueckii strains were put through the screening system, which included sugar utilization tests, hop resistance tests, ethanol resistance tests, polymerase chain reaction fingerprinting, propagation tests, amino acid catabolism and anabolism, phenolic off-flavour tests and trial fermentations. Trial fermentations were analysed for extract reduction, pH drop, yeast concentration in bulk fluid and fermentation by-products. All investigated strains were able to partly ferment wort sugars and showed high tolerance to hop compounds and ethanol. One of the investigated yeast strains fermented all the wort sugars and produced a respectable fruity flavour and a beer of average ethanol content with a high volatile flavour compound concentration. Two other strains could possibly be used for pre-fermentation as a bio-flavouring agent for beers that have been post-fermented by Saccharomyces strains as a consequence of their low sugar utilization but good flavour-forming properties.
Assuntos
Cerveja/microbiologia , Torulaspora/metabolismo , Aminoácidos/análise , Cerveja/análise , Cerveja/normas , Metabolismo dos Carboidratos , Impressões Digitais de DNA , DNA Fúngico/química , DNA Fúngico/isolamento & purificação , Fermentação , Concentração de Íons de Hidrogênio , Modelos Biológicos , Odorantes , Técnica de Amplificação ao Acaso de DNA Polimórfico , Reação em Cadeia da Polimerase em Tempo Real , Paladar , Temperatura , Torulaspora/química , Torulaspora/citologia , Torulaspora/genéticaRESUMO
OBJECTIVES: We evaluated advertising code violations using the US Beer Institute guidelines for responsible advertising. METHODS: We applied the Delphi rating technique to all beer ads (n = 289) broadcast in national markets between 1999 and 2008 during the National Collegiate Athletic Association basketball tournament games. Fifteen public health professionals completed ratings using quantitative scales measuring the content of alcohol advertisements (e.g., perceived actor age, portrayal of excessive drinking) according to 1997 and 2006 versions of the Beer Institute Code. RESULTS: Depending on the code version, exclusion criteria, and scoring method, expert raters found that between 35% and 74% of the ads had code violations. There were significant differences among producers in the frequency with which ads with violations were broadcast, but not in the proportions of unique ads with violations. Guidelines most likely to be violated included the association of beer drinking with social success and the use of content appealing to persons younger than 21 years. CONCLUSIONS: The alcohol industry's current self-regulatory framework is ineffective at preventing content violations but could be improved by the use of new rating procedures designed to better detect content code violations.
Assuntos
Academias e Institutos , Publicidade/normas , Cerveja/normas , Fidelidade a Diretrizes , Adulto , Consumo de Bebidas Alcoólicas , Técnica Delphi , Pesquisa Empírica , Feminino , Humanos , Masculino , Estados UnidosRESUMO
In Europe, between 1880 and 1914, the alcoolism, one of the three social ills, represents more than ever a concern among the society's leaders against the ravages it causes in their working class. In this context, two schools of "anti-alcoholism" clash to policy matters: to prevent to only spirits or any form of alcohol beverage. Belgium, land of beer, forms an integral part of the debate...
Assuntos
Alcoolismo/terapia , Cerveja/história , Abstinência de Álcool/estatística & dados numéricos , Alcoolismo/epidemiologia , Alcoolismo/história , Alcoolismo/prevenção & controle , Cerveja/normas , Bélgica/epidemiologia , Dissidências e Disputas , Europa (Continente)/epidemiologia , História do Século XIX , História do Século XX , História do Século XXI , Humanos , Opinião Pública/história , Temperança/estatística & dados numéricosRESUMO
The vicinal diketones (VDK), such as diacetyl and 2,3-pentandione, impart an unpleasant butter-like flavour to beer. Typically, these are required to be reduced below the flavour thresholds during the maturation (lagering) stages of the brewing process. To shorten beer maturation time, we constructed a self-cloning, bottom-fermenting yeast with low VDK production by integrating ILV5, a gene encoding a protein that metabolizes α-acetolactate and α-aceto-α-hydroxybutyrate (precursors of VDK). A DNA fragment containing Saccharomyces cerevisiae-type ILV5 was inserted upstream of S. cerevisiae-type ILV2 in bottom-fermenting yeast to construct self-cloning strains with an increased copy number of ILV5. Via transformation, ILV2 was replaced with the sulfometuron methyl (SM) resistance gene SMR1B, which differs by a single nucleotide, to create SM-resistant transformants. The wort fermentation test, using the SC-ILV5-homo inserted transformant, confirmed a consecutive reduction in VDK and a shortening period during which VDK was reduced to within the threshold. The concentrations of ethyl acetate, isoamyl acetate, isoamyl alcohol, 1-propanol, isobutyl alcohol and active isoamyl alcohol (flavour components) were not changed when compared with the parent strain. We successfully constructed self-cloning brewer's yeast in which SC-ILV5 was homo-inserted. Using the transformed yeast, the concentration of VDK in fermenting wort was reduced, whereas the concentrations of flavour components were not affected. This genetically stable, low VDK-producing, self-cloning bottom-fermenting yeast would contribute to the shortening of beer maturation time without affecting important flavour components produced by brewer's yeast.
Assuntos
Oxirredutases do Álcool/genética , Diacetil/metabolismo , Proteínas Mitocondriais/genética , Pentanonas/metabolismo , Saccharomyces cerevisiae/genética , Oxirredutases do Álcool/metabolismo , Cerveja/microbiologia , Cerveja/normas , Clonagem Molecular , Fermentação , Hidroxibutiratos/metabolismo , Lactatos/metabolismo , Proteínas Mitocondriais/metabolismo , Organismos Geneticamente Modificados , Saccharomyces cerevisiae/enzimologia , Saccharomyces cerevisiae/fisiologia , Fatores de Tempo , Transformação GenéticaRESUMO
BACKGROUND: This paper presents a multivariate approach to investigate the influence of barley variety, timing of nitrogen fertilisation and sunn pest infestation on malting and brewing. Four spring and two winter barley varieties were grown in one location in southern Europe. Moreover, one of the spring varieties was infested with sunn pest, in order to study the effects of this pest on malting quality, and subjected to different nitrogen fertilisation timing regimes. The samples were micromalted, mashed, brewed and analysed. RESULTS: The data showed that even though the two winter barleys seemed to be the best regarding their physical appearance (sieving fraction I + II > 82%), this superiority was not confirmed in the malt samples, which showed low values of Hartong extract (27.1%) and high values of pH (6.07-6.11) and ß-glucan content (12.5-13.2 g kg(-1)), resulting in low-quality beers. The barley sample subjected to postponed fertilisation had a total nitrogen content (19.5 g kg(-1) dry matter) exceeding the specification for malting barley and gave a beer with a low content of free amino nitrogen (47 mg L(-1)) and high values of viscosity (1.99 cP) and ß-glucan content (533 mg L(-1)). The beer obtained from the barley sample subjected to pest attack had good quality parameters. CONCLUSION: All spring barleys gave well-modified malts and consequently beers of higher quality than the winter barleys. Moreover, postponed fertilisation was negatively related to the quality of the final beer, and sunn pest infestation did not induce important economic losses in the beer production chain.
Assuntos
Cerveja/análise , Grão Comestível , Fertilizantes , Hordeum/química , Insetos , Nitrogênio/administração & dosagem , Doenças das Plantas , Animais , Cerveja/normas , Europa (Continente) , Hordeum/classificação , Concentração de Íons de Hidrogênio , Especificidade da Espécie , beta-Glucanas/análiseRESUMO
Customer demand for product diversity is the key driving force for innovations in the brewing industry. Specialty beers are regarded as a distinct group of beers different from two major types, lagers and ales, without established definitions or boundaries. Specialty beers, including low- to no-alcohol beer, low carbohydrate beer, gluten-free beer, sour beer, probiotic beer, and enriched beer, are exclusively brewed and developed keeping in mind their functionality, the health and wellbeing of the consumer, and emerging market trends. Compared with conventional beer-brewing, the production of specialty beers is technologically challenging and usually requires additional process steps, unique microorganisms, and special equipment, which in turn may incur additional costs. In addition, the maintenance of quality and stability of the products as well as consumer acceptability of the products are major challenges to successful commercialization. A harmonious integration of traditional brewing practices and modern technological approaches may hold potential for future developments. In the present review, latest developments in the fermentative production of selected specialty beers are discussed.
Assuntos
Cerveja , Indústria Alimentícia , Cerveja/microbiologia , Cerveja/normas , Fermentação , Indústria Alimentícia/tendênciasRESUMO
Beer is a natural product and is a multicomponent system that has both positive and negative consumer properties. Organoleptical off-flavors of beer are difficult to eliminate. Yeasts are the main active component of the system. The relationship between beer quality and yeast usage is well known. New industrial strains for brewery are continuously developed. An industrial yeast Saccharomyces cerevisiae strain was obtained and showed high technological properties, including efficient fermentation, a reduced production of sulfur hydrate, and a high diacetyl reduction rate. The advantages made it possible to develop new brands of beer and nonalcoholic products. The commercial use of the strain was patented. The strain was deposited in the Russian Collection of Industrial Microorganisms.
Assuntos
Cerveja/microbiologia , Saccharomyces cerevisiae , Bebidas Alcoólicas/microbiologia , Cerveja/normas , Diacetil/metabolismo , Etanol/metabolismo , Fermentação , Engenharia Genética , Sulfeto de Hidrogênio/metabolismo , Microbiologia Industrial , Odorantes , Saccharomyces cerevisiae/genéticaRESUMO
Membrane active anti-yeast compounds, such as antimicrobial peptides and proteins, cause yeast membrane damage which is likely to affect yeast vitality and fermentation performance, parameters which are notoriously difficult to analyse. In this work the sensitivity of lager brewery yeast strains towards barley malt extracts with anti-yeast activity was assessed with an optimised assay. It was found that yeast, obtained directly from a brewery, was much more sensitive towards the malt extracts than the same yeast strain propagated in the laboratory. Sensitivity to the malt extracts increased during the course of a laboratory scale fermentation when inoculated with brewery yeast. As the assay was able to differentiate yeast samples with different histories, it shows promise as a yeast quality assay measuring the yeast's ability to withstand stress which can be equated to vitality. The assay was also able to differentiate between different lager yeast strains of Saccharomyces cerevisiae propagated in the laboratory when challenged with a number of malt extracts of varying anti-yeast activity. The assessment of yeast strains in the presence of malt extracts will lead to the identification of yeast strains with improved quality/vitality that can withstand malt-associated anti-yeast activity during brewery fermentations.
Assuntos
Cerveja/microbiologia , Hordeum/química , Extratos Vegetais/farmacologia , Leveduras/efeitos dos fármacos , Leveduras/metabolismo , Cerveja/normas , Fermentação , Contaminação de Alimentos/análise , Humanos , Microbiologia Industrial , Saccharomyces cerevisiae/efeitos dos fármacos , Saccharomyces cerevisiae/crescimento & desenvolvimento , Saccharomyces cerevisiae/metabolismo , Especificidade da Espécie , Leveduras/crescimento & desenvolvimentoRESUMO
ãIn this study, we developed a system, known as MicroStarTM Rapid Microbe Detection System (RMDS) , to detect Lactobacillus brevis, which usually requires 2-4 days for examination by the conventional plate count procedure, for beer quality control using a bioluminescence method within 24 hr and also aimed to develop a technology to detect bacterial growth without the need for cultivation. We used a highly sensitive luminous reagent that increased the activity of the luciferin- luciferase reaction to 2.5×10ï¼18 mol ATP/0.2 µl and could detect even a single lactic acid bacterial cell. The limitation of the method was that ATP derived from the beer hindered bacterial measurement and the supply of energy source to secure ATP of lactic acid bacterial cell. The sample beer was filtered through a membrane filter, avoiding the formation of beer foam to the best extent, the filter was cleaned with 10% ethanol and 0.1% sodium hydrogen carbonate solution, and incubated on a GMY agar plate (1% glucose, 0.2% malic acid, 0.67% yeast nitrogen base, 1% agar; pH 5.2) at room temperature for 2 hr. Post incubation of the filter, bacterial cell count was measured with RMDS. This method could overcome the hindrance of ATP measurement and could stably detect lactic acid bacteria without the need for cultivation.
Assuntos
Cerveja/microbiologia , Cerveja/normas , Microbiologia de Alimentos/normas , Qualidade dos Alimentos , Lactobacillales/isolamento & purificação , Medições Luminescentes/métodos , Contagem de Colônia Microbiana , Levilactobacillus brevis/isolamento & purificação , Controle de Qualidade , Fatores de TempoRESUMO
The foam stability of beer is one of the important key factors in evaluating the quality of beer. The purpose of this study was to investigate the relationship between the level of malt modification (degradation of protein, starch, and so on) and the beer foam stability. This was achieved by examining foam-promoting proteins using two-dimensional gel electrophoresis (2DE). We found that the foam stability of beer samples brewed from the barley malts of cultivars B and C decreased as the level of malt modification increased; however, the foam stability of cultivar A did not change. To identify the property providing the increased foam stability of cultivar A, we analyzed beer proteins using 2DE. We analyzed three fractions that could contain beer foam-promoting proteins, namely, beer whole proteins, salt-precipitated proteins, and the proteins concentrated from beer foam. As a result, we found that in cultivar A, some protein spots did not change in any of these three protein fractions even when the level of malt modification increased, although the corresponding protein spots in cultivars B and C decreased. We analyzed these protein spots by peptide mass finger printing using matrix-assisted laser desorption/ionization time-of-flight mass spectrometry. As a result, all of these spots were identified as barley dimeric alpha-amylase inhibitor-I (BDAI-I). These results suggest that BDAI-I is an important contributor to beer foam stability.
Assuntos
Cerveja/normas , Hordeum , Proteínas de Plantas/química , alfa-Amilases/antagonistas & inibidores , Cerveja/análise , Eletroforese em Gel Bidimensional , Hordeum/química , Hordeum/genética , Proteínas de Plantas/análise , Desnaturação Proteica , Especificidade da EspécieRESUMO
Fusarium head blight occurs worldwide in barley production, and the Fusarium mycotoxins, particularly deoxynivalenol (DON), have become a major concern for barley products, such as beer. This study investigated the content of bound DON in barley samples that were naturally infected with Fusarium head blight. Free DON was determined by gas chromatography-electron capture detection after standard acetonitrile:water extraction, while total DON was determined using treatment with trifluoroacetic acid. Bound DON is the difference between the total and free values. Bound DON was detected in approximately 40% of the samples analyzed, and represented 6 to 21% of free DON. A preliminary study indicated that both free and bound DON decrease significantly during the steeping phase of malting. These results suggest that bound DON, like the free form, may be water-soluble.
Assuntos
Contaminação de Alimentos/análise , Fusarium/metabolismo , Hordeum/química , Tricotecenos/análise , Ácido Trifluoracético/análise , Cerveja/análise , Cerveja/microbiologia , Cerveja/normas , Cromatografia Gasosa , Contagem de Colônia Microbiana , Qualidade de Produtos para o Consumidor , Microbiologia de Alimentos , Fusarium/crescimento & desenvolvimento , Hordeum/microbiologia , HumanosRESUMO
The brewing of beer involves two major biological systems, namely malted barley (malt) and yeast. Both malt and yeast show natural variation and assessing the impact of differing malts on yeast performance is important in the optimisation of the brewing process. Currently, the brewing industry uses well-established tests to assess malt quality, but these frequently fail to predict malt-associated problem fermentations, such as incomplete fermentations, premature yeast flocculation (PYF) and gushing of the final beer product. Antimicrobial compounds, and in particular antiyeast compounds in malt, may be one of the unknown and unmeasured malt factors leading to problem fermentations. In this study, the adaptation of antimicrobial assays for the determination of antiyeast activity in malt is described. Our adapted assay was able to detect differing antiyeast activities in nine malt samples. For this sample set, malts associated with PYF during fermentation and gushing activity in beer showed high antiyeast activity. Both PYF and gushing are malt quality issues associated with fungal infection of barley in the field which may result in elevated antimicrobial activity in the barley grain. Also, two more malts that passed the normal quality control tests were also observed to have high antiyeast activity and such malts must be considered as suspect. Based on our results, this assay is a useful measure of malt quality as it quantifies the antiyeast activity in malt which may adversely impact on brewery fermentation.
Assuntos
Cerveja/microbiologia , Contaminação de Alimentos/análise , Hordeum/microbiologia , Leveduras/metabolismo , Cerveja/normas , Fermentação , Humanos , Microbiologia Industrial , Leveduras/crescimento & desenvolvimentoRESUMO
The Student-t-test, one of the most used statistical tests in medicine, was developed by a beer brewer. From around 1900, the Irish Guinness brewery started recruiting scientists for the position of brewer in order to apply science to the production of beer in large quantities while maintaining consistency in terms of quality. One of these brewers was mathematician and chemist William Sealy Gosset (1876-1937). He developed statistical methods to deal with small sample surveys. Gosset's methods, and the accompanying t-distribution tables, enabled Guinness to take intelligent decisions about which ingredients to use, allowing them to produce high-quality beer that consistently tasted the same. Gosset wanted to publish his findings in scientific journals; however, the Guinness brewery was unwilling, as this could jeopardise their advantage over other breweries. They came to a compromise, in which Guinness allowed Gosset to publish his findings, as long as he used a pseudonym: Student. The Student's t-distribution remains one of the cornerstones of modern statistics.
Assuntos
Cerveja/história , Controle de Qualidade , Estatística como Assunto/história , Cerveja/normas , Cerveja/estatística & dados numéricos , História do Século XX , HumanosRESUMO
Variation in the limit dextrinase activity of barley malt, and the relationships between limit dextrinase activity and malt quality parameters were investigated using eight cultivars grown at seven diverse locations in China for two successive years. Limit dextrinase activity varied with genotype and location, with the levels ranging from 0.245 U/g to 0.980 U/g. The results showed that the variation in limit dextrinase activity was more attributable to the environment (location and year) than to the genotype. The response of limit dextrinase activity to the environment differed markedly among cultivars, and was reflected by large difference in coefficient of variation of cultivars across diverse locations. Regression analysis showed that limit dextrinase activity was negatively correlated with malt viscosity (r=-0.52, P<0.01), positively correlated with Kolbach index (r=0.38, P<0.01) and malt extract (r=0.30, P<0.05), but had no significant correlation with malt protein content and diastatic power.
Assuntos
Cerveja/normas , Meio Ambiente , Glucosiltransferases/metabolismo , Hordeum/enzimologia , Genótipo , Hordeum/classificação , Hordeum/crescimento & desenvolvimento , Fatores de TempoRESUMO
The bacterial gene, encoding alpha-acetolactate decarboxylase (alpha-ALDC), was expressed in a bottom-fermenting brewer's yeast under the control of a modified Saccharomyces cerevisiae alcohol dehydrogenase (ADH1) promoter which lacks the upstream regions from -800 bp to -1500 bp. In pilot scale brewing conditions, the level of alpha-ALDC produced was high enough to reduce the concentration of diacetyl so that lagering was not required. alpha-ALDC active brewer's yeast strains were also shown to be suitable for high gravity brewing.
Assuntos
Álcool Desidrogenase/genética , Carboxiliases/genética , Saccharomyces cerevisiae/genética , Saccharomyces cerevisiae/metabolismo , Álcool Desidrogenase/metabolismo , Cerveja/normas , Northern Blotting , Carboxiliases/metabolismo , Divisão Celular/genética , Fermentação , Microbiologia Industrial/métodos , Regiões Promotoras Genéticas , Proteínas Recombinantes/biossíntese , Proteínas Recombinantes/genéticaRESUMO
Sensory evaluation is regarded as a necessary procedure to ensure a reproducible quality of beer. Meanwhile, high-throughput analytical methods provide a powerful tool to analyse various flavour compounds, such as higher alcohol and ester. In this study, the relationship between flavour compounds and sensory evaluation was established by non-linear models such as partial least squares (PLS), genetic algorithm back-propagation neural network (GA-BP), support vector machine (SVM). It was shown that SVM with a Radial Basis Function (RBF) had a better performance of prediction accuracy for both calibration set (94.3%) and validation set (96.2%) than other models. Relatively lower prediction abilities were observed for GA-BP (52.1%) and PLS (31.7%). In addition, the kernel function of SVM played an essential role of model training when the prediction accuracy of SVM with polynomial kernel function was 32.9%. As a powerful multivariate statistics method, SVM holds great potential to assess beer quality.