Food Research International 48 (2012) 725–735 Contents lists available at SciVerse ScienceDirect Food Research International journal homepage: www.elsevier.com/locate/foodres Impact of mixed S. cerevisiae strains on the production of volatiles and estimated sensory profiles of Chardonnay wines S. Saberi a, M.A. Cliff b,⁎, H.J.J. van Vuuren a a b Wine Research Centre, Faculty of Land and Food Systems, University of British Columbia, Vancouver, BC, Canada V6T 1Z4 Pacific Agri-Food Research Centre, Agriculture and Agri-Food Canada, Summerland, BC, Canada V0H 1Z0 a r t i c l e i n f o Article history: Received 2 March 2012 Accepted 11 June 2012 Keywords: Wine S. cerevisiae Fermentation Volatile compounds Novel yeast strains Odor active values a b s t r a c t The global wine industry is mostly reliant on the use of active dry yeasts to conduct wine fermentations. The use of single industrial yeasts, however, may result in the loss of complexity or uniqueness of the wine bouquet; the option of fermenting grape musts with multiple active dried yeast strains could enhance the complexity and quality of wines. Two novel Burgundian Saccharomyces cerevisiae strains (C2, C6) were compared with six industrial yeast strains for fermentation of Chardonnay must. The volatile compounds in the wines were identified and quantified using gas chromatography–mass spectrometry. The concentrations of 18 volatile compounds (higher alcohols, ethyl esters, acetate esters, acetaldehyde, acetic acid) were compared using analysis of variance and radar diagrams. The concentration of volatile compounds in wines produced by industrial and Burgundian strains differed significantly. Principal component analyses of the volatile compounds (higher alcohols, ethyl esters, acetate esters) in the wines revealed that fermentations with individual and mixed Burgundian strains were more similar to one another than wines fermented with industrial strains. Calculation of odor active values (OAVs) allowed estimation of the sensory impact of each volatile compound. Radar diagrams of the OAVs revealed the estimated sensory profiles of the wine produced by industrial and Burgundian (individual, mixed) strains. The most distinguishing trait of the mixed novel Burgundian yeast strains was that they produced intermediate concentrations of most volatile compounds and that production of fruity aromas such as sweet fruit, strawberry, green apple, pear and banana were above the sensory threshold, while the production of nail polish, waxy, balsamic and vinegar were below the human perception threshold. The mixed culture of Burgundian yeast strains produced wines that were unique and more complex than wines produced with single industrial yeast strains. Crown Copyright © 2012 Published by Elsevier Ltd. All rights reserved. 1. Introduction The chemical profile of the wine is one of the most important influential factors on sensory perception of wine (Thorngate, 1997). This profile is a complex mixture of compounds that are the result of the microbiological conversion of sugars and other components to ethanol, carbon dioxide, and secondary end-products. These collections of metabolites, along with the intrinsic compounds in the grapes, are responsible for a wine's complexity. The chemical composition of the wine and production of flavor compounds depend on the grape variety, geographical and grape-growing circumstances, fermentation temperature, winemaking practices, and importantly wine yeast strains (Cole & Noble, 1997). Yeasts are major contributors to wine quality; the vital and fundamental compounds of wine flavor are produced during the alcoholic fermentation. Indigenous yeasts occurring on the skins of the ripe grape berries and in the winery can conduct spontaneous fermentations (Mateao, Jimenez, Pastor, & ⁎ Corresponding author. Fax: + 1 250 494 0755. E-mail address: Margaret.Cliff@agr.gc.ca (M.A. Cliff). Huerta, 2001). These strains and species form different by-products (Henick-Kling, 1988) and can have a significant influence on the sensory character of the wine compared to commercial strains of Saccharomyces cerevisiae (Henick-Kling, Edinger, Daiel, & Monk, 1998; Lema, GarciaJares, Orriols, & Angulo, 1996; Romano, Fiore, Paraggio, Caruso, & Capece, 2003). Non-S. cerevisiae yeast species can be present at the beginning of fermentations, but their metabolic activities are usually suppressed by the progress of fermentation and accumulated alcohol (Heard & Fleet, 1986). An excellent review of the effects of indigenous and inoculated yeast on wine aroma is available in the literature (Lambrechts & Pretorius, 2000). Wine customers seek out desirable sensory experiences and expect to feel pleasure through drinking an exclusive and complex wine (Bisson, Waterhouse, Ebeler, Walker, & Lapsley, 2002). Consequently, the major challenge of today's wine makers is to fulfill the consumers' demand and introduce wines with acceptable quality and price (Swiegers, Bartowsky, Henschke, & Pretorius, 2005). Wine makers are interested in incorporating new enological practices to manage wine flavor (Fleet, 2008) and to distinguish themselves in the marketplace. 0963-9969/$ – see front matter. Crown Copyright © 2012 Published by Elsevier Ltd. All rights reserved. doi:10.1016/j.foodres.2012.06.012 726 S. Saberi et al. / Food Research International 48 (2012) 725–735 Single strains of commercial active dry wine yeasts have been used for many years to control alcoholic fermentation; however, this has resulted in the production of wines with a similar character throughout the world. Nevertheless, winemakers have the ability to influence the nature and complexity of their wine by utilizing new indigenous yeast strains (Swiegers & Pretorius, 2005) or using mixtures of yeast strains to develop complexity in their wines. Howell, Cozzolino, Bartowsky, Fleet, and Henschke (2006) investigated the effects of mixed known S. cerevisiae strains on the chemical profile and aromatic properties of Chardonnay wines. They determined that the chemical profiles of the wines fermented with individual and mixed S. cerevisiae strains were different and that it was not possible to blend wines produced by the single strains to create the same chemical profile as a wine fermented by the mixed yeast cultures. To characterize the chemical profile of a wine, the compounds must be first extracted and/or concentrated prior to gas chromatography (GC) or GC–mass spectroscopy (MS). This can be accomplished using a number of techniques including: static headspace, purge and trap, solid-phase microextraction (SPME), as well as solvent-, supercritical-, microwave- and stir bar sorption–extraction methods (Malherbe, Watts, Nieuwoudt, Bauer, & du Toit, 2009). Since these techniques influence the presence and concentration of the metabolites, they in part explain the differences in compounds reported in the literature. Patel and Shibamoto (2003) used solvent extraction and GC–FID to quantify 53 volatile compounds from 20 yeasts of S. cerevisiae in Symphony wine. While 18 of the 20 yeast strains produced the same compounds (alcohols, esters, acids), it was the difference in concentration of these compounds which influenced the flavor profile of the wine. In contrast, Li, Tao, Wang, and Zhang (2008) utilized SPME GC–MS to quantify 41 compounds in Chardonnay, of which 13 were odor active. Like Komthong, Hayakawa, Katoh, Igura, and Shimoda (2006), they used odor active values (OAVs) to evaluate the sensory impact of the volatile compounds. Malherbe et al. (2009), used headspace SPME GC–MS to identify 68 volatile compounds in red and white wine and were able discriminate between control and problematic fermentations. As such, headspace analysis was applied in this research to more thoroughly understand the volatiles among Chardonnay wines fermented with individual and mixed yeast cultures, compared to six commercial yeast strains. This research was undertaken to: i) first document the uniqueness of two novel Burgundian yeast isolates, ii) quantify the volatile profiles of wines from these novel Burgundian strains when fermented as individual and mixed cultures and iii) estimate the sensory profile of the resultant wines using OAVs and radar diagrams. Yeast Australia (Sydney, NSW, Australia), CY3079 and ICV-D254 by Lallemand (Montreal, QC, Canada) and one (X16) by Laffort (Petaluma, CA, USA); all were purchased from Scott Laboratories (Pickering, ON, Canada) as active dry yeasts. These strains were recommended for white wines especially Chardonnay to increase fruity aroma and complexity (AB Mauri, 2012; Laffort, 2009; Lallemand, 2012). Yeasts were cultured in Difco yeast peptone dextrose (YPD) broth (Becton, Dickinson and Co., Sparks, MD, USA) based on the standard methods (Ausubel et al., 1995). S. cerevisiae strains were stored at − 80 °C in YPD broth with 15% glycerol. Individual yeast strains were genetically fingerprinted by a polymerase chain reaction (PCR) method. The PCR method discriminated yeast strains based on the amplification of repetitive δ sequences of S. cerevisiae genome (Saberi, 2011; Schuller, Valero, Dequin, & Casal, 2004), which are often associated with Ty1 transposons (Schuller et al., 2004). The PCR was performed on a MJ Research Peltier Thermal Cycler 200 (Walthman, USA) using the δ 2 (5′-GTGGATTTTTATTCCAAC-3′) and δ 12 (5′-TCAACAATGGAATCCCAAC-3′) primers. Freezer stocks of S. cerevisiae strains were used to inoculate 5 mL liquid cultures of YPD; S. cerevisiae cells were grown overnight in a rotary wheel to stationary phase at 30 °C. Flasks containing 50 mL YPD cultures were subsequently inoculated for each strain at a rate of 5 × 10 5 cells/mL and grown aerobically in a shaker bath (180 rpm) at 30 °C for 24 h. Cells were then harvested by centrifugation (5000 g for 5 min). Harvested cells were washed with sterile MilliQ water and re-suspended in the fermentation medium (Saberi, 2011). 2.3. Fermentations Chardonnay fermentations were performed in triplicate at 16 °C and 20 °C; these temperatures reflect commercial winemaking conditions that optimize retention of volatiles and reflect typical cellar conditions, respectively. The 250 mL fermentation bottles containing 200 mL Chardonnay must were inoculated at the rate of 2 × 106 cells/mL. Mixed strain fermentations were inoculated using the ratios as indicated above (M1, M2, M3, M4). Yeast strains were not mixed before inoculation. All fermentation bottles were topped with disinfected (70% ethanol) rubber bungs and water-filled capped gas locks to provide anaerobic conditions. When fermentations were complete, 100 mg/L of potassium metabisulflite was added to prevent oxidation. Anaerobic sampling was aseptically performed by removing approximately 1 mL sample through the rubber bung with a 12.5 cm hypodermic needle (Air-Tite, Virginia Beach, VA, USA) attached to a 3 mL syringe (Becton Dickinson, Franklin Lakes, NJ, USA). Fifty mL wine samples were placed in 50 mL glass vials with screw cap closures, and stored at 4 °C for 3–4 weeks until GC analysis. 2. Materials and methods 2.4. Headspace analysis by gas chromatography–mass spectroscopy 2.1. Juice Chardonnay must was obtained from White Salmon Vineyard in California (2008). It had soluble solids (SS), pH, titratable acidity (TA) and yeast available nitrogen (YAN) of 24 °Brix, 3.46, 5.76 g/L and 131 mg nitrogen/L, respectively. The juice was stored at −20 °C prior to use. 2.2. Yeast strains and yeast culturing The novel S. cerevisiae yeast strains were isolated from a vineyard in Burgundy region, France and named C2 and C6. To evaluate the impact of mixed fermentations on the complexity of the wine, these strains (C2:C6) were mixed in four ratios 1:1, 1:2, 1:3 and 2:3, referred to as M1, M2, M3 and M4, respectively. The individual and mixed strains were compared to six widely used commercially available yeast strains of S. cerevisiae (Blanc, Elegance, Fusion, CY3079, ICV-D254, X16). Blanc, Elegance, Fusion were produced by Mauri Headspace analysis of the volatile compounds in the Chardonnay wines was conducted by gas chromatography–mass spectrometry (GC–MS) analysis, according to the method utilized by Danzer, Garcia, Thiel, and Reichenbacher (1999). Other technologies are available for volatile analysis, such as solid phase microextraction (SPME); this methodology adsorbs the volatiles onto a fiber prior to GC analysis. While this concentrates the volatiles and enhances sensitivity, it also shifts the pattern of volatiles to those that are preferentially adsorbed by the fiber. In contrast headspace analysis samples the volatiles directly from the gas phase above the wine, which more closely resembles the collection or pattern of volatiles that would be evaluated by a human assessor. Wine samples (10 mL) were sterile filtered (0.22 μm) and placed in 20 mL glass GC headspace vials with 3 g of NaCl. Vials were sealed with rubber septa and metal crimp tops. Vials were agitated, then equilibrated at 85 °C for 10 min, prior to injecting 1 ml of headspace sample into the GC–MS (Agilent Technologies, Palo Alto, USA). S. Saberi et al. / Food Research International 48 (2012) 725–735 The GC was equipped with a 60 m × 0.25 mm ID, 0.25 μm thickness DBWAX fused silica open tubular column (J&W Scientific, Folstom, CA, USA) and 5973N Mass Selective Detector (MSD) (Agilent Technologies, Wilmington, DE, USA) for separation, detection and quantification of volatile compounds. Ultra high purity helium was used at a flow rate of 1.3 mL/min. The headspace samples (1 mL) were injected through a valve that was maintained at 100 °C, while the temperature of the transfer line was kept at 110 °C. The initial temperature of the GC oven was held at 40 °C for 5 min, raised to 100 °C at a rate of 5 °C/min, then increased to 200 °C at a rate of 20 °C/min. The MSD was set in scan mode with a mass range of 35– 400 amu. Each sample was quantified in triplicate; 3-octanol was used as an internal standard. 2.5. Volatile selection and quantification Volatile compounds were identified by GC–MS using the enhanced Chemstation software (Chemstation Build 75, Agilent Technologies, Palo Alto, CA, USA). Aroma compounds were identified by comparing the peak retention times against those of authentic standards and matching the mass spectra against the Wiley7Nist05 mass library (Wiley & Sons, Hoboken, NJ, USA). Peaks were quantified when the signal-to-noise ratio was greater than 10. The single point internal standard method (Alltech Associates, 1998) was used to quantify the headspace concentration of the volatiles, by comparing their responses to that of the internal standard (IS). Standards were prepared in a synthetic wine (~12% ethanol + tartaric acid, pH ~ 2.3) with 3octanol as an IS. The formula used for quantifying the specific volatiles (SV) was: concentration of SV = (concentrationIS × areaSV × IRFSV) / areaIS, where IRF was the internal response factor. 727 strains. A group mean for the industrial strains was not calculated, since the commercial strains were not similar to one another. Since the radar option did not have provision for different scales, it was necessary to multiply the concentrations of the compounds by a constant (0.05–200). This meant radar plots of the volatiles represented relative values; exact concentrations for the higher alcohol, ethyl esters, and acetate esters can be obtained from Tables 2, 3 and 4 respectively. The relative sensory impact of the volatile compounds was represented using odor active values (OAVs), for the 18 volatile compounds. OAVs were calculated by dividing the volatile concentration by the absolute aroma threshold (mg/L). Since wine thresholds were not available for most compounds, published water thresholds (Campo, Ferreira, Escudero, Marques, & Cacho, 2005; Culleré, Escudero, Cacho, & Ferreira, 2004; Francis & Newton, 2005; Schieberle & Hofmann, 1997) were utilized, as is customary in the literature (Li, Tao, Wang, & Zhang, 2008). Radar plots of the OAVs were constructed using a log scale; this allowed widely different concentrations (1 × 10 − 4–1 × 10 3 mg/L) to be represented on the same figure. These estimated sensory profiles were labeled with the sensory attribute typically associated with the volatile as well as the volatile abbreviation (Table 1). In order to compare the individual and mixed Burgundian strains with all the commercial yeasts, it was necessary to generate three plots, each with two commercial yeast strains. In addition, the odor and estimated sensory profiles were placed on the same page, so that the diagrams could be readily compared. ANOVA and radar plots were calculated using MS Excel (Seattle, WA, USA); whereas, PCA and cluster analyses were performed using Minitab 15 (State College, PA, USA). 2.6. Statistical analysis 3. Results A two-factor analysis of variance (ANOVA) with replication was used to evaluate the effects of yeast strains, temperature as well as their interaction (temperature× yeast) on the production of volatile compounds. Since the effects of temperature and temperature× yeast were none significant (p> 0.05) for all compounds, only the effect of yeast strain was reported, i.e. mean values were averaged across both fermentation temperatures. Differences among yeast strains were evaluated using Fisher's least significant difference (LSD) test (p≤ 0.05). Principal component analysis (PCA) using the correlation matrix was conducted on mean volatile concentrations for the six individual industrial, two individual Burgundian, and four mixed Burgundian strains. PCA assessed the volatile profile among the yeast strains. PCA analyses were performed on all volatiles, as well as the collection of higher alcohols, ethyl esters and acetate esters. Volatile compounds were represented as vectors. Principal component (PC) I, PC II and PC III were calculated and bivariate plots prepared for PC I versus PC II, PC II versus PC III and PC I versus PC III. However, in the interests of brevity, only PC I versus PC II were reported in this manuscript. However, the other plots were examined to verify that the interrelationships among the strains were retained in these higher dimensions (PC I versus PC III, PC II versus PC III). For clarity of presentation, vector coordinates were scaled by a factor of three times compared to the sample coordinates. Radar diagrams (MS Excel, Seattle, WA, USA) were used to represent the odor profiles, as well as the estimated sensory profiles for the 18 volatile compounds. These profiles were created using mean volatile concentrations (mg/L) and odor active values (OAVs), respectively. Group means for the individual Burgundian strains (n= 12, 2 yeasts× 3 replications× 2 temperatures) and mixed Burgundian strains (n= 24, 4 yeast mixtures× 3 replications× 2 temperature) were compared to the industrial yeast strains (n= 6, 1 yeast × 3 replications × 2 temperatures), using a collection of three plots. Each diagram compared the individual Burgundian and mixed Burgundian strains with two industrial 3.1. Genetic characterization of yeast strains Genetic fingerprinting successfully differentiated two Burgundian strains (C2, C6) and six industrial strains based on their differences in the chromosomal regions between δ sequences. The PCR method discriminated yeast strains based on the amplification of the δ fragments in the S. cerevisiae genome. The individual Burgundian strains C2 and C6 shared four common bands around 350, 450, 750 and 1000 bp; C6 had an additional band around 250 bp, which distinguished it from C2 (data not shown) (Saberi, 2011). Table 1 Quantifiable volatile compounds in Chardonnay wine fermented by six individual industrial, two individual Burgundian and four mixed Burgundian S. cerevisiae strain at 16 °C and 20 °C. The quantifiable compounds were listed by their class. Volatile compound Class/Abbreviation 2,3-Butanediol 2-Methyl-1-butanol 3-Methyl-1-butanol n-Butanol 1-Hexanol Isobutanol Phenylethanol Propanol Ethyl butanoate Ethyl hexanoate Ethyl octanoate Ethyl decanoate Ethyl laurate Ethyl acetate Isoamyl acetate Hexyl acetate Acetaldehyde Acetic acid Higher alcohol (HA-1) Higher alcohol (HA-2) Higher alcohol (HA-3) Higher alcohol (HA-4) Higher alcohol (HA-5) Higher alcohol (HA-6) Higher alcohol (HA-7) Higher alcohol (HA-8) Ethyl ester (EE-1) Ethyl ester (EE-2) Ethyl ester (EE-3) Ethyl ester (EE-4) Ethyl ester (EE-5) Acetate ester (AE-1) Acetate ester (AE-2) Acetate ester (AE-3) Aldehyde (ACET) Acid (AA) 728 S. Saberi et al. / Food Research International 48 (2012) 725–735 3.2. Production of volatile compounds by wine yeast strains Eighteen compounds were quantifiable (Table 1) in the headspace of the wines. These included eight higher alcohols, five ethyl esters, three acetate esters, one aldehyde and one organic acid. The concentration of higher alcohols, ethyl esters and acetate esters for the industrial, individual Burgundian and mixed Burgundian strains are reported in Tables 2, 3 and 4 respectively. In general, the concentration of the volatile compounds for the individual and mixed Burgundian strains was mid-range or intermediate, compared to the industrial yeasts. This was exemplified by the concentrations observed for 3-methyl-1-butanol for the individual Burgundian (7.007–7.190 mg/L) and mixed Burgundian (6.188–7.453 mg/L) yeasts compared to the industrial yeast (5.789–9.292 mg/L). This pattern was observed for all of the compounds, across all classes, with the exception of 2,3-butanediol produced by M4, which was the lowest of the reported concentrations. Two additional compounds (acetaldehyde, acetic acid) followed a similar pattern (data not shown), as described above, with the exception of acetaldehyde concentrations produced by M3 (1.422 mg/L), which were at the high end of the range associated with the industrial strains (0.732 mg/L – 1.422 mg/L). Mixed Burgundian yeast strains produced higher concentrations of higher alcohols such as 2-methyl-1-butanol and lower concentrations of the higher alcohols 2,3-butanediol, propanol and phenylethanol. The Burgundian yeast strains also produced more ethyl hexanoate and ethyl octanoate, and low to moderate concentrations of the acetate esters compared to industrial strains. In contrast, most of the industrial strains produced either very low or very high concentrations of acetate esters. Table 3 Mean concentrations1 (mg/L) of ethyl esters in Chardonnay wines fermented with six individual industrial yeast strains, two individual Burgundian and four mixed Burgundian yeasts trains, averaged across two fermentation temperatures (n = 6). Yeast strain effect2 is shown for each volatile compound. Yeast strain Ethyl butanoate Ethyl hexanoate Ethyl octanoate Ethyl decanoate Ethyl laurate 0.036ab 0.045ab 0.059b 0.042ab 0.030a 0.039ab 0.035a 0.048bc 0.059c 0.045bc 0.030a 0.036ab 0.028ef 0.031fg 0.034g 0.025de 0.022abcd 0.024cde 0.001a 0.005d 0.010e 0.003bc 0.002ab 0.004cd Individual Burgundian strains C2 0.211a 0.043ab C6 0.229abc 0.044ab 0.040ab 0.040ab 0.017a 0.020abcd 0.002ab 0.002ab 0.041ab 0.042ab 0.023bcde 0.001a 0.040ab 0.042ab 0.025de 0.002ab 0.040ab 0.040ab 0.022abcd 0.002ab 0.042ab 0.041ab 0.018ab 0.001a Individual industrial strains Blanc 0.200a Elegance 0.275cd Fusion 0.299d CY3079 0.299d ICV-D254 0.361e X16 0.268bcd Mixed Burgundian strains (C2/C6:1/1), 0.246abcd M1 (C2/C6:1/2), 0.217ab M2 (C2/C6:1/3), 0.218ab M3 (C2/C6:3/2), 0.215a M4 Range 0.200–0.361 0.030–0.059 0.030–0.059 0.017–0.034 0.001–0.01 1 The mean values of the biological replicates of each yeast strain at two temperatures are shown (n = 6). 2 Yeast strain means with different letters are significantly (p ≤ 0.05) different. 3.3. Principal component analyses of the wine yeast strains Principal component analyses (PCA) of the higher alcohols, ethyl esters and acetate esters in the Chardonnay wines are shown in Fig. 1A-C, respectively. PCA of the higher alcohols (Fig. 1A) accounted for 65.6% of the total variability in the data, with 37% and 28.6% of the variance explained by the PC I and PC II, respectively. The industrial strains were scattered throughout the plot, reflecting extremely different patterns of production of higher alcohols. This was consistent with concentrations reported in Table 2. Three yeast strains (Fusion, Elegance and CY3079) were positioned slightly above CY3079 and C2 (Fig. 1A), reflecting much higher concentrations of 3-butanediol (HA-1), hexanol (HA-5), phenylethanol (HA-7) and propanol (HA-8). The X16 and Blanc strains had very dissimilar patterns of higher alcohol production compared to all other strains, as shown by their locations, to the far right and far left of the plot, respectively (Fig. 1A). The mixed Burgundian strains composed a distinct group, with the exception of M4, which was most heavily loaded on negative PC II (Fig. 1A). M4 had lower concentrations of 2,3-butanediol (HA-1) and higher concentrations of HA6. In contrast, the mixed Burgundian strains and C6 had relatively high concentrations of 2-methyl-1-butanol (HA-2), n-butanol (HA-4) and isobutanol (HA-6) and lower concentrations of 2,3-butanediol (HA-1), n-butanol (HA-4) and propanol (HA-8) (Fig. 1A). This was consistent with concentrations reported in Table 2. The mixed Burgundian strains produced moderate amounts of the higher alcohols compared to X16 Table 2 Mean concentrations1 (mg/L) of higher alcohols in Chardonnay wines fermented with six individual industrial yeast strains, two individual Burgundian and four mixed Burgundian yeast strains, averaged across two fermentation temperatures (n = 6). Strain effect2 is shown for each volatile compound. Yeast strain 2-Methyl-1-butanol 3-Methyl-1-butanol n-Butanol 1-Hexanol Isobutanol Phenylethanol Propanol strains 1.235jk 1.065ghi 1.223ijk 1.110hij 0.864bcdef 1.326k 1.150a 1.170a 1.420def 1.181ab 1.249abcd 1.763f 5.789a 7.167defg 7.056cdefg 6.723abcdefg 6.609abcdefg 9.292h 0.049bc 0.046bc 0.056cd 0.033a 0.101e 0.047bc 1.918de 1.949ef 2.212h 1.899cdef 1.811bcdef 1.603a 6.666a 9.744b 7.400a 12.829f 11.825cdef 15.259i 0.906cdef 1.254j 1.242ij 1.070h 0.879bcde 1.658k 5.034k 2.713j 2.111hi 1.427a 1.614abc 2.015fghi Individual Burgundian strains C2 1.063ghi C6 0.942defgh 1.375cd 1.291abcd 7.190efg 7.007bcdefg 0.072d 0.039ab 1.993g 1.964fg 11.999def 19.183k 1.023fgh 1.056gh 2.136i 1.941defgh Mixed Burgundian strains (C2/C6:1/1), M1 0.975efgh (C2/C6:1/2), M2 0.920cdefg (C2/C6:1/3), M3 0.990fgh (C2/C6:3/2), M4 0.545a Range 0.545–1.326 1.375cd 1.349bcd 1.572ef 1.291abcd 1.150–1.763 6.188abcdef 7.203fg 7.453g 6.740abcdefg 5.789–9.292 0.056cd 0.056cd 0.054bc 0.053bc 0.033–0.101 1.904cdef 1.809bcdef 1.960fg 1.716ab 1.603–2.212 14.892hi 14.744ghi 17.327j 12.781ef 6.666–19.183 1.070h 0.933efg 0.916def 0.474a 0.474–1.658 2.019ghi 1.786cde 1.960efghi 1.664bc 1.427–5.034 Individual industrial Blanc Elegance Fusion CY3079 ICV-D254 X16 1 2 2,3-Butanediol The mean values of the biological replicates of each yeast strain at two temperatures are shown (n = 6). Yeast strain means with different letters are significantly (p ≤ 0.05) different. S. Saberi et al. / Food Research International 48 (2012) 725–735 Table 4 Mean concentrations1 (mg/L) of acetate esters in Chardonnay wines fermented with six individual industrial strains, two individual Burgundian and four mixed Burgundian yeast strains, averaged across two fermentation temperatures (n = 6). Yeast strain effect2 is shown for each volatile compound. Yeast strain Ethyl acetate Hexyl acetate Isoamyl acetate Individual industrial strains Blanc 7.761ij Elegance 6.954hi Fusion 5.703a CY3079 6.635cdefgh ICV-D254 6.245abcdefgh X16 8.448j 0.024bcde 0.027ef 0.019a 0.030f 0.024bcde 0.035g 0.093defgh 0.109hij 0.059a 0.118j 0.107ghij 0.220k Individual Burgundian strains C2 6.617bcdefgh C6 6.663defgh 0.024bcde 0.024bcde 0.090cdefgh 0.116ij Mixed Burgundian strains (C2/C6:1/1), M1 6.554abcdefgh (C2/C6:1/2), M2 6.756efgh (C2/C6:1/3), M3 6.917ghi (C2/C6:3/2), M4 6.809fgh Range 5.703–8.448 0.025cde 0.027ef 0.024bcde 0.026de 0.019–0.030 0.100efghij 0.109hij 0.104fghij 0.085bcdef 0.059–0.118 1 The mean values of the replicates of each yeast strain at two temperatures are shown (n = 6). 2 Yeast strain means with different letters are significantly (p ≤ 0.05) different. and Blanc as shown in Table 2. In general, the mixed Burgundian strains were more similar to one another than to the industrial strains, with the exception of ICV-D254. PCA of the ethyl esters (Fig. 1B) production in the Chardonnay wines described 88.3% of the total variability in the data, with 65% and 23.3% explained by PC I and PC II, respectively. The industrial strains were located throughout the plot, reflecting the very different patterns of ethyl ester production; Fusion and ICV-D254 yeast strains were most different (Fig. 1B). In contrast, the individual and mixed Burgundian strains were grouped together in the center of the plot, with the industrial strain Blanc being most similar to the Burgundian strains, as reflected by their close proximity (Fig. 1B). The other three industrial strains (X16, CY3079, Elegance) were positioned slightly above the PCA center (Fig. 1B) and had similar ethyl ester profiles to one another. The individual and mixed Burgundian strains produced higher concentrations of ethyl hexanoate (EE-2) and ethyl octanoate (EE-3). In contrast, the Burgundian strains produced lower concentrations of ethyl butanoate (EE-1), while most of the industrial strains produced higher concentrations of ethyl butanoate, as shown in Table 3. Clearly, the individual and mixed Burgundian strains were more similar to one another than to the industrial strains, with the exception of Blanc. PCA plot of acetate esters (Fig. 1C) accounted for 97.2% of the total variability in the data, with 85.8% and 10.4% of the variance explained by PC I and PC II, respectively. The individual and mixed Burgundian yeasts were grouped together forming overlapping clusters in the centre of the plot, reflecting similar patterns of acetate production. Slightly outside this grouping was ICV-D254, Elegance and CY3079, indicating that these yeasts had very different concentrations of ethyl acetates. In contrast, the industrial strains X16 and Fusion were positioned to the far right and far left, respectively, reflecting extremely different acetate ester profiles. X16 produced higher concentrations of hexyl acetate (AE-2) and isoamyl acetate (AE-3); consistent with acetate ester concentrations reported in Table 4. In contrast, Fusion produced lower concentrations of both these compounds compared to the Burgundian strains. When comparing Fig. 1A-C, it is evident that the commercial yeasts were more similar to the Burgundian yeasts in production of acetate esters (Fig. 1C) than they were for production of higher alcohols (Fig. 1A) or ethyl esters (Fig. 1B). 729 PCA of all the volatile compounds (Fig. 1D) accounted for 56.1% of the total variability in the data, with 29.4% and 26.7% of the variance explained by PC I and PC II, respectively. The individual and mixed Burgundian strains composed a grouping in the center of PCA plot, with the exception of M4. It had higher concentrations of n-butanol (HA-5) and isobutanol (HA-6) (Table 2). In contrast, the industrial strains were scattered throughout the plot, indicative of yeasts with very different overall volatile profiles. The industrial strain ICV-D254 was the most similar to M4; whereas, the industrial strain Blanc was most similar to the Burgundian strains and M1. Interestingly, the mixed Burgundian strain M1 (1:1 ratio of C2:C6) was located in the plot between the two individual Burgundian strains C2 and C6. In contrast, X16 and Fusion were most dissimilar to the other yeast strains (Fig. 1D), as reflected by their location on the plot, with high concentrations of 3-methyl-1-butanol (HA-3), isobutanol (HA-6), and hexyl acetate (EA-3) and acetaldehyde (ACET) and acetic acid (AA), respectively (Tables 2–4). 3.4. Odor profiles, OAVs and estimated sensory profiles of the Chardonnay wines Table 5 summarizes the volatile compounds, aroma descriptors, water thresholds (Campo et al., 2005; Culleré et al., 2004; Francis & Newton, 2005; Schieberle & Hofmann, 1997) and odor active values (OAVs) for the individual and mixed Burgundian strains. OAVs greater than one, less than one reflect concentrations that are above and Table 5 Odor thresholds and odor active values (OAVs) of individual volatile compounds calculated by dividing the mean odor concentration for the yeast groups by the odorant threshold (mg/L). The odorant concentrations (mg/L) were determined by GC–MS and averaged between two fermentation temperatures for individual Burgundian yeasts (n = 12) and mixed Burgundian yeasts (n = 24). Compound Aroma descriptor Higher alcohols 2,3-Butanediol 2-Methyl-1-butanol 3-Methyl-1-butanol n-Butanol 1-Hexanol Isobutanol Phenylethanol Propanol Creamyb Sweet fruitc Berryd Nail polishd Grassb Fuselb Roseb Candyd Ethyl esters Ethyl butanoate Ethyl hexanoate Ethyl octanoate Ethyl decanoate Ethyl laurate Strawberryc Green applec Peard Dried fruitc Waxyd Acetate esters Ethyl acetate Hexyl acetate Isoamyl acetate Balsamicc Appleb Bananab Aldehyde Acetaldehyde Overripe appleb Organic acids Acetic acid Vinegard a Odor threshold (mg/L) 150b 0.42c 30d 150d 8b 40b 14b 306e 0.02c 0.14c 0.005c 0.2b 0.5d Mean odor active valuea Individual Burgundian 0.007 3.169 0.237 0.0004 0.247 0.390 0.074 0.007 Mixed Burgundian 0.006 3.322 0.230 0.0004 0.231 0.373 0.061 0.006 11.001 3.130 8.005 0.092 0.004 11.200 2.914 8.215 0.110 0.004 12c 1.5b 0.03b 0.553 0.016 3.432 0.563 0.017 3.312 0.5b 1.998 2.307 b 0.0001 b 0.0001 600d Odor active values (OAVs) obtained by dividing the mean concentration of the volatile for the yeast group, by the published absolute threshold in water. Individual Burgundian yeasts (n = 12); 2 yeasts × 2 temperatures × 3 replications. Mixed Burgundian yeasts (n = 24); 4 yeasts × 2 temperatures × 3 replications. b Campo et al. (2005). c Francis and Newton (2005). d Culleré et al. (2004). e Schieberle and Hofmann (1997). 730 S. Saberi et al. / Food Research International 48 (2012) 725–735 Fig. 1. Principal component analyses plots of mean values for higher alcohols (A), ethyl esters (B), acetate esters (C) and all volatile compounds (D) averaged across two fermentation temperatures. Wine fermentations from the individual Burgundian strains and mixed Burgundian strains are shown with red and green ellipses, respectively. Volatile compounds for the higher alcohol (HA-1–HA-8), ethyl esters (EE-1–EE-5) and acetate ester (AE-1–AE-3) are listed in Table 1. (Vector coordinates = 3 × sample coordinates.) below their sensory thresholds, respectively. Interestingly, the OAVs for the higher alcohols for the individual and mixed Burgundian strains (Table 5) were all less than one, except for 2-methyl-1-butanol, suggesting that these volatiles were non-perceptible. In contrast, the OAVs of the three ethyl esters (ethyl butanoate, ethyl hexanoate, ethyl octanoate) were greater than one, indicating that these compounds were perceptible. The OAVs for isoamyl acetate and acetaldehyde were also greater than one and the OAV for acetic acid was less than one, reflecting that these compounds were present above and below threshold, respectively. In fact, the OAVs for the individual and mixed Burgundian strain were very similar, suggesting that their estimated sensory profiles would also be alike. This was not the case for the commercial strains. Odor profiles (Figs. 2A, 3A, 4A) for the individual and mixed Burgundian strains were compared to the commercial yeasts in three plots, each containing two commercial yeasts [Fig. 2A (Fusion, Blanc); Fig. 3A (X16, ICV-D254); Fig. 4A (Elegance, CY3079)]. These radar diagrams provide a simple graphical representation of the relative volatile concentrations. Exact concentrations for the higher alcohols, ethyl esters and acetate esters can be obtained from Tables 2, 3 and 4, respectively. In these diagrams, the individual and mixed Burgundian strains are more similar to one another than to the industrial strains. Interestingly, the mixed Burgundian strains produce slightly more acetaldehyde and slightly less 2,3-butanediol than individual Burgundian strains. The odor profile of the industrial strain Fusion was considerably different from the Burgundian strains. Fusion produced slightly higher concentrations of higher alcohols (2,3-butanediol,1-hexanol, phenyl ethanol), as well as higher concentrations of ethyl esters (ethyl butanoate, ethyl hexanoate, ethyl laurate). In contrast, the Burgundian strains produced higher concentrations of acetate esters, specifically isoamyl acetate. The acetic acid production of Fusion was slightly higher than Burgundian strains (Fig. 2A). The Blanc industrial strain produced higher concentrations of propanol, 2,3-butanediol, ethyl decanoate and acetaldehyde than Burgundian strains (Fig. 2A); the Burgundian strains had slightly higher levels of acetic acid compared to that produced by Blanc (Fig. 2A). While the concentration was elevated and the volatile had an OAV less than one (Table 5), acetic acid was in fact below the sensory threshold and would not represent a problem enologically. Although industrial strains had concentrations of one or more volatile compounds, which were similar to the Burgundian strains, no single industrial strain provided an identical profile. This suggested that the volatile profile of the Burgundian strains were indeed unique. 3.5. Estimated sensory profiles of the Chardonnay wines While the odor profiles (Figs. 2A, 3A, 4A) summarized the volatile compounds among the yeasts, the estimated sensory profiles (Figs. 2B, 3B, 4B) summarized the expected aromatic profiles. These radar diagrams illustrated the overall sensory relevance (estimated) of the volatiles and allowed for a simple graphical comparison of the yeasts. Values (log OAV) greater than zero and less than zero represented volatiles that were above and below the human threshold, respectively. The estimated sensory profiles of the individual and mixed Burgundian strains were most similar to one another than the commercial strains. The commercial strains Blanc and X16 were similar, with Blanc wines having less waxy and more candy-like aromas (Fig. 2B). Although the Burgundian strains produced more berry, fusel oil, candy and balsamic aromas, all of these aromas were below the human perception threshold (Fig. 2B). The Burgundian strains produced lower levels of nail polish (HA-4) and vinegar (AA) aromas than the industrial strains, while the industrial strains produced more strawberry (EE-1), green apple (EE-2), pear (EE-3) S. Saberi et al. / Food Research International 48 (2012) 725–735 731 Fig. 2. Odor profile (A) of the 18 volatile compounds in Chardonnay wines. Mean volatile concentrations (mg/L) for individual Burgundian (n = 12), mixed Burgundian strains (n = 24) and individual industrial strains (Blanc, Fusion) (n = 6), averaged across both fermentation temperatures as listed in Table 2. Estimated sensory profile (B) expressed as the log of the odor active values (OAV) for the 18 volatile compounds in Chardonnay wines. (OAV = concentration / threshold.) and waxy (EE-5) aromas. However, the Burgundian strains did have fruity (sweet fruit, strawberry, green apple, pear, banana) aromas that were above their sensory thresholds (Fig. 2B), with OAVs greater than one (Fig. 2A). The X16 strain produced higher concentrations of ethyl butanoate, acetate esters and acetic acid than the Burgundian strains. The Blanc strain produced more ethyl butanoate but less ethyl hexanoate than the Burgundian strains (Fig. 3A). The industrial strains X16 and ICVD254 showed very similar estimated sensory profiles (Fig. 3B). These industrial strains produced less berry, fusel oil and candy aromas but more nail polish, strawberry, green apple, pear, waxy, banana and vinegar aromas than Burgundian strains (Fig. 3B). Fig. 4B compared the Burgundian strains with the two other industrial strains (Elegance, CY3079). These industrial strains had similar estimated sensory profiles to the other industrial strains, producing less berry, fusel oil, candy, and balsamic aromas, but more nail polish, ethyl ester fruity and waxy and vinegars aromas compared to the Burgundian strains (Fig. 4B). In general, the estimated sensory profiles of the individual and mixed Burgundian strains revealed that production of fruity aromas such as sweet fruit, strawberry, green apple, pear and banana were above their sensory threshold, while the production of nail polish, waxy, balsamic and vinegar were below their human perception threshold. 732 S. Saberi et al. / Food Research International 48 (2012) 725–735 Fig. 3. Odor profile (A) of the 18 volatile compounds in Chardonnay wines. Mean volatile concentrations (mg/L) for individual Burgundian (n = 12), mixed Burgundian strains (n = 24) and individual industrial strains (X16, ICV-D254) (n = 6), averaged across both fermentation temperatures as listed in Table 3. Estimated sensory profile (B) expressed as the log of the odor active values (OAV) for the 18 volatile compounds in Chardonnay wines. (OAV = concentration/threshold.) 4. Discussion Chardonnay wines fermented by individual Burgundian and mixed Burgundian strains had more similar levels of volatile compounds (higher alcohols, ethyl esters, acetate esters), than those produced by the commercial yeasts. While relatively low concentrations of higher alcohols contribute fruity-like aromas; at higher concentrations (>300 mg/L) (Swiegers et al., 2005) they contribute ‘hot’ and ‘irritating’ aromas, which are undesirable to the consumer. In this research, the Burgundian mixtures produced moderate levels of these higher alcohols. Previous studies (Ough & Amerine, 1967) have reported that the concentrations of some higher alcohols tend to increase with fermentation temperature; this was not observed in this research between fermentations of 16 and 20 °C. Principal component analysis (PCA) of the three classes of volatiles successfully grouped the Burgundian yeasts and differentiated them from the industrial strains for higher alcohols, ethyl esters and acetate esters production. The individual and mixed Burgundian strains were grouped together, and were similar to one another than the industrial strains, which varied considerably in volatile composition. The uniqueness of the Burgundian strains was also evident in radar diagrams of the volatile compounds. While these radar S. Saberi et al. / Food Research International 48 (2012) 725–735 733 Fig. 4. Odor profile (A) of the 18 volatile compounds in Chardonnay wines. Mean volatile concentrations (mg/L) for individual Burgundian (n = 12), mixed Burgundian strains (n = 24) and individual industrial strains Elegance, CY3079 (n = 6), averaged across both fermentation temperatures as listed in Table 4. Estimated sensory profile (B) expressed as the log of the odor active values (OAV) for the 18 volatile compounds in Chardonnay wines. (OAV = concentration/threshold.) diagrams provided consistent information to the PCA plots, they allowed for a direct comparison of the relative volatile concentrations between the Burgundian (individual, mixed) and industrial yeasts. Calculation of odor active values (OAVs) (volatile concentration/ threshold) allowed for estimation the sensory relevance of the volatile compounds. Radar diagrams of the log of the OAVs (log OAV) summarized the compounds, which were above or below the sensory threshold, allowing for a quick visual determination of the number of compounds that were perceptible and non-perceptible. The OAVs of several of the higher alcohols (n-butanol, 1-hexanol, isobutanol) from the Burgundian strains were lower than one, reflecting that these compounds were below the human threshold. The mixed Burgundian strains tended to produce very low amounts of 2,3-butanediol, a compound with a slightly bitter creamy-like aroma. The contribution of this compound to the sensory profile of the wine is not well established due to its unusually high perception threshold (150 mg/L) (Jackson, 1994). Other researchers (Romano & Suzzi, 1993) have also reported that indigenous S. cerevisiae yeasts of Spain produced lower concentrations of higher alcohols. In this research, mixed Burgundian strains produced similar amounts of some higher alcohols (2,3-butanediol, 2-methyl-1-butanol, 3-methyl-1-butanol) compared to the individual Burgundian strains. 734 S. Saberi et al. / Food Research International 48 (2012) 725–735 The mixed Burgundian strains produced moderate levels of n-butanol and isobutanol compared to individual Burgundian strains, while one of the individual Burgundian (C2) strains produced a higher amount of n-butanol and isobutanol than C6. These different patterns in the volatile production by mixed Burgundian strains compared to the individual Burgundian and industrial strains, suggested that the mixed yeasts may have had metabolic interactions with one another, allowing them to respond differently to the different substrates. The difference in ethyl ester concentrations could also contribute to different sensory profiles. As a group, the individual Burgundian strains produced similar amounts of ethyl esters compared to the industrial yeasts. The mixed Burgundian strains produced similar or slightly higher amounts of ethyl esters, relative to individual Burgundian strains. The OAVs of ethyl butanoate, ethyl hexanoate and ethyl octanoate produced by Burgundian strains were above the sensory threshold and contributed strawberry, green apple and pear aromas, respectively. In contrast, the OAV of ethyl laurate (waxy note), by Burgundian strains was below the human threshold, in comparison with several of the industrial strains. In general, the Burgundian strains produced ethyl esters above their perception thresholds, which could contribute to the overall pleasant fruit character of the wine. Finally, the difference in acetate esters concentrations could also contribute to sensory profiles of wine. The acetate esters (ethyl acetate, hexyl acetate, isoamyl acetate) contribute balsamic-like, fruity and banana notes in the wine. The OAV of isoamyl acetate was above its sensory threshold for the Burgundian strains, while the OAV of ethyl acetate was below the sensory threshold. In contrast, the mixed Burgundian strains produced concentrations of acetate esters at or slightly higher than those produced by the individual Burgundian strain. This could contribute to an enhanced fruity aroma of the wine. The OAVs of individual and mixed Burgundian strains for pleasant esters were above their sensory thresholds and lower than concentrations produced by the industrial strains. The OAV of acetaldehyde produced by Burgundian strains was above its sensory threshold and similar to the amounts produced by the industrial strains. While this compound may be considered undesirable, its presence can be controlled by the appropriate use of sulfur dioxide (Salgado, 1987). In summary, the estimated sensory profiles of individual and mixed Burgundian strains were similar to each other, but substantially different from those of the industrial strains. The Burgundian strains collectively had volatiles with pleasant aromas, which were above the sensory threshold. These novel yeast strains (C2, C6) produced lower concentrations of volatiles with recognized unpleasant aromas [n-butanol (nail polish), isobutanol (fusel), acetic acid (vinegar)] compared to industrial wine yeast strains. In contrast, the Burgundian strains produced concentrations of volatiles [phenylethanol (rose note)] with recognized pleasant aromas, compared to the industrial strains. However, some industrial strains had a number of volatiles with higher OAVs (ethyl esters) compared to the Burgundian strains. In general, both the industrial and Burgundian strains had OAVs above the sensory thresholds for the fruity compounds. The Burgundian strains had OAVs for the fruity compounds (2-methyl1-butanol, ethyl butanoate, ethyl hexanoate, ethyl octanoate, isoamyl acetate) and acetaldehyde above the sensory thresholds; the remaining compounds had OAVs below the sensory thresholds. While the concentration of some esters (isobutyl acetate, hexyl acetate, isoamyl acetate, phenyl-2-acetate) decline substantially with storage and age over a period of 29 months, the concentration of other esters (ethyl butanoate, ethyl hexanoate and ethyl ocatanoate) declines only somewhat during this same period of time (Garofolo & Piracci, 1994) as cited in Ribéreau-Gayon, Glories, Maujean, and Dubourdieu (2000). Therefore, these compounds are particularly relevant since most Chardonnays are bottled and released within this period of time. However, it should be noted that it is possible that compounds with OAVs at or below the sensory threshold could contribute to overall perception, with wines being perceived as ‘more complex’. Alternately, humans may respond to a collection of similar compounds, all at sub-threshold concentrations to elicit a response (Bult, de Wijk, & Hummel, 2007). In conclusion, the individual and mixed Burgundian strains seem to influence the aroma and flavor of a wine in a way which is different from existing yeast strains resulting in wines with different chemical compositions and different sensory profiles. 5. Conclusions Headspace analysis of volatile compounds (higher alcohols, ethyl esters, acetate esters, acetaldehyde, and acetic acid) revealed no significant (p > 0.05) difference between fermentations at 16 °C and 20 °C. The Burgundian yeast strains were more similar to each than to the industrial strains. In general, the concentration of the higher alcohols, ethyl esters and acetate esters from Burgundian (individual, mixed) strains were intermediate compared to the commercial strains. Radar diagrams of the 18 volatiles allowed odor profiles of the yeasts to be compared; radar diagrams for odor active values of the same volatiles allowed the sensory impact of the yeasts to be compared. While a few of the fruity higher alcohols were present at supra-threshold concentrations for the Burgundian strain wines, most volatiles were present at sub-threshold concentrations. This suggested that the new strains produced wines, which were fruity and possibly more balanced and complex. Further research is required to verify the sensory profiles using sensory analysis, improve the calculation of OAVs by using wine rather than water thresholds, and verify the volatile profiles of the yeast strains using commercial size fermentations. In short, the research demonstrated that two novel Burgundian strains (C2. C6), used individually or as a mixed culture, produce wine with a bouquet which is not currently available using any one commercially available yeast strain. As such, the work equips winemakers with a tool for customizing the volatile profile of a wine to meet the needs of the marketplace. 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