Effects of Purified β-Glucosidases from Issatchenkia terricola, Pichia kudriavzevii, Metschnikowia pulcherrima on the Flavor Complexity and Typicality of Wines

The aim of this study was to investigate the effects of purified β-glucosidases from Issatchenkia terricola SLY-4, Pichia kudriavzevii F2-24, and Metschnikowia pulcherrima HX-13 (named as SLY-4E, F2-24E, and HX-13E, respectively) on the flavor complexity and typicality of wines. Cabernet Sauvignon wines were fermented by Saccharomyces cerevisiae with the addition of SLY-4E, F2-24E, and HX-13E; the fermentation process and characteristics of wines were analyzed. The addition of SLY-4E, F2-24E, and HX-13E into must improved the contents of terpenes, higher alcohols, and esters, and decreased the contents of C6 compounds and fatty acids, which enhanced the fruity, floral, and taste aspects, reducing the unpleasant green of wines with no significant difference in their appearance. β-glucosidases from different yeast species produced different aroma compound profiles which presented different flavor and quality. F2-24EW had the best effect on flavor and quality of wine followed by SLY-4EW and HX-13EW. These research results can provide references for the use of β-glucosidases from non-Saccharomyces yeasts to improve the flavor complexity, typicality, and quality of wines.


Introduction
Wine is popular with customers for its high nutritional value and health benefits. In 2020, the consumption of wine was about 2.34 × 10 10 L in the world (OIV, 2021). However, the flavor complexity and typicality of wine fermented by Saccharomyces cerevisiae are poor [1], which would affect its competitiveness on the fruit wine market.
Volatile aroma compounds are very important to the flavor of wine. The release of aroma compounds occurs via a sequential hydrolysis mechanism involving several glycosidases [2]. β-glucosidases are the most important flavor enzymes which can hydrolyze non-volatile glycoside compounds to release volatile compounds [3].
Therefore, co-fermentation using non-Saccharomyces yeasts with β-glucosidases and S. cerevisiae could increase the contents of volatile varietal aroma compounds, which would improve the flavor complexity and typicality of wines [4][5][6][7]. However, the non-Saccharomyces yeasts were easily inhibited by S. cerevisiae or the vinification environment [8][9][10]. Under this context, more and more researchers found that adding crude extracts of β-glucosidases from non-Saccharomyces yeasts into must could significantly hydrolyze non-volatile glycoside compounds to release the volatile compounds to improve the flavor complexity and typicality of wines [3,[11][12][13]. Previous research also found crude extracts of β-glucosidases from Issatchenkia terricola SLY-4, Pichia kudriavzevii F2-24, and Metschnikowia pulcherrima HX-13 could significantly improve the flavor complexity and characteristics of wines [14]. Recently, several β-glucosidases from non-Saccharomyces yeasts were characterized and purified; the addition of purified β-glucosidases from non-Saccharomyces yeasts into must could hydrolyze grape-derived aroma precursors, enhancing hexanone (internal standard) were added into a 20 mL headspace bottle and incubated at 40 • C for 15 min with magnetic stirring. The fiber was pushed into the headspace of the bottle for 30 min and immediately desorbed in the injector of GC at 250 • C for 5 min. The analysis condition of GC was as follows: increasing temperature from 40 • C to 130 • C at 3 • C/min, and then to 250 • C at 4 • C/min. The temperatures of injector and detector were set at 250 • C and 260 • C, respectively. The MS was operated in electron impact ionization mode at 70 eV, and ion source temperature was 250 • C. The volatile compounds were identified by comparing the MS fragmentation pattern of each compound with that in database Wiley 7.0 and NIST05. The following formula was used to calculate the content of compounds: Compound content (µg/mL) = GC peak areas o f the compound × Quality o f internal standard (µg) GC peak area o f the internal standard × Volume o f the sample (mL)

Sensory Evaluations of Wine
The sensory evaluation was performed as described by Shi et al. (2019) [6]. Wines were evaluated by ten well-trained panelists (five females and five males) in a tasting room at 20 • C. Approximately 20 mL wine samples were poured into wine glasses and presented in triplicate. Potable water was provided for rinsing the palate during testing. Sensory descriptions, including appearance, aroma (fruity, floral, and green), and taste of wine, were scored from zero (weak) to nine (intense), respectively.

Data Analyses
Microsoft Office 2016 and GraphPad Prism 6.0 were used to complete the data and charts. SPSS 19.0 software (SPSS Inc., Chicago, IL, USA) was used to do one-way analysis of variance (ANOVA) and multiple mean comparisons were completed by the Duncan test. SIMCA-P 14.1 (Umetrics AB, Umea, Sweden) was used for principal component analysis (PCA) of volatile aroma components. MultiExperiment Viewer 4.9.0 (TIGR, Sacramento, CA, USA) was used for hierarchical clustering and heat map visualization of fermentative aroma compounds from wines after the z-score standardization.

Growth and Sugar Consumption Kinetics of S. cerevisiae during Wine Fermentation
The growth and sugar consumption kinetics of S. cerevisiae indicated that S. cerevisiae could grow normally during wine fermentation. Compared with the control (8.91 × 10 7 CFU/mL), the maximum biomass of S. cerevisiae in SLY-4EW (1.06 × 10 8 CFU/mL), HX-13EW (1.26 × 10 8 CFU/mL), and F2-24EW (1.04 × 10 8 CFU/mL) were higher ( Figure 1). The fermentation periods were 7 days with no significant difference among wines. The results indicated that adding SLY-4E, F2-24E, and HX-13E into must was beneficial for the growth of S. cerevisiae, which could ensure successful wine fermentation, but it had no effect on the fermentation periods of wines. Zhang et al. (2020) [14] reported that adding crude extracts of β-glucosidase from I. terricola, P. kudriavzevii, and M. pulcherrima into must could increase the maximum biomass of S. cerevisiae. However, Belda et al. (2015) [18] and Hu et al. (2020) [19] reported that the maximum biomass of S. cerevisiae was decreased during co-fermentation with Torulaspora delbrueckii, Hanseniaspora opuntiae, and Hanseniaspora uvarum, respectively. These results indicated that adding β-glucosidases into must could enhance the maximum biomass of S. cerevisiae and had no significant effect on the fermentation periods of wines, but the co-fermentation of yeasts with β-glucosidase activity would decrease the maximum biomass of S. cerevisiae and prolong the fermentation periods. The increase in maximum biomass of S. cerevisiae might be explained by the following. Adding β-glucosidases could cause the hydrolysis of glycosides to glucose which was used as a carbon source [20], while in co-fermentation, the maximum biomass of the yeasts might be decreased due to competition. activity would decrease the maximum biomass of S. cerevisiae and prolong the fermentation periods. The increase in maximum biomass of S. cerevisiae might be explained by the following. Adding β-glucosidases could cause the hydrolysis of glycosides to glucose which was used as a carbon source [20], while in co-fermentation, the maximum biomass of the yeasts might be decreased due to competition.

The Physicochemical Characteristics and the Volatile Aroma Compounds of Wines
The content of residual sugar (3.83-4.00 g/L), alcohol (11.62-11.99% v/v), total acid (6.56-6.75 g/L), and volatile acid (0.27-0.29 g/L) of SLY-4EW, F2-24EW, and HX-13EW had no significant differences (Table 1). The detected 58 kinds of volatile aroma compounds were categorized into varietal aroma compounds and fermentative aroma compounds. Eleven variety aroma compounds were clustered into C6 compounds and terpenes. Forty-seven fermentative aroma

The Physicochemical Characteristics and the Volatile Aroma Compounds of Wines
The content of residual sugar (3.83-4.00 g/L), alcohol (11.62-11.99% v/v), total acid (6.56-6.75 g/L), and volatile acid (0.27-0.29 g/L) of SLY-4EW, F2-24EW, and HX-13EW had no significant differences (Table 1). The detected 58 kinds of volatile aroma compounds were categorized into varietal aroma compounds and fermentative aroma compounds. Eleven variety aroma compounds were clustered into C 6 compounds and terpenes. Forty-seven fermentative aroma compounds were clustered into higher alcohols, fatty acids, fatty acid ethyl esters, acetic esters, and carbonyl compounds ( Table 2).  Note: Subscripts in the same line indicate significant difference (α = 0.05); "-" means the compound is not detected.

Varietal Aroma Compounds
Eleven varietal aroma compounds were classified into C 6 compounds and terpenes. The total content of varietal aroma compounds in SLY-4EW (1.98 mg/L), HX-13EW (1.88 mg/L), and F2-24EW (1.64 mg/L) was significantly higher than that in the control (1.41mg/L).
The content of C 6 compounds with unpleasant green flavor presented a significant decrease in SLY-4EW (0.91 mg/L), F2-24EW (0.84 mg/L), and HX-13EW (0.82 mg/L) compared with that in the control (0.98 mg/L), and the content of terpenes in SLY-4EW (1.07 mg/L), HX-13EW (1.04 mg/L), and F2-24 EW (0.82 mg/L) was significantly higher than that in the control (0.43mg/L). The odor active varietal aroma compounds (OAV > 1) were linalool, citronellol, 1-octen-3-ol, geraniol, and caryophyllene. These results indicated that adding SLY-4E, HX-13E, and F2-24E could decrease the content of C 6 compounds and increase the content of terpenes. Qin et al. (2021) [35] and Zhang et al. (2020) [14] also reported that fermentations by I. terricola, P. kudriavzevii, and M. pulcherrima with β-glucosidase activity or adding their crude extracts of β-glucosidase could increase the content of terpenes and decrease the content of C 6 compounds. In addition, adding purified or crude extracts of β-glucosidases from H. uvarum, Rhodotorula mucilaginosa, or Candida easanensis into must could also increase the content of terpenes and C 6 compounds in wines [12,13,36]. Ma et al. (2017) [37] reported that adding crude extracts of enzymes (mainly including esterases and β-glucosidases) from Pichia fermentans could increase the content of terpenols and C 6 compounds. These results indicated that β-glucosidases from different yeasts could increase the content of terpenes but have different effects on C 6 compounds. A high content of terpenes would enhance the fruity and floral aspects of wines [38] and a low content of C 6 compounds would decrease the unpleasant green flavor of wines [39,40]. β-glucosidases from yeasts could successfully hydrolyze non-volatile odorless precursors to release the volatile odor compounds to increase the content of terpenes, which would improve the flavor and quality of wines. However, the mechanism of β-glucosidases from different yeasts that had different effects on C 6 compounds is still unclear. Therefore, in the future, more studies should be carried out to investigate the effects of β-glucosidase from different non-Saccharomyces yeasts on C 6 compounds. Moreover, more non-Saccharomyces yeasts with β-glucosidase should be selected for lower producing C 6 compounds.
The PCA was carried out to reveal the correlation and segregation of varietal aroma compounds from different wines. The results indicated that PC-1 (52%) and PC-2 (36.9%) accounted for 88.9% of the total variance ( Figure 2). SLY-4EW was clustered with nerolidol, geraniol, citronellol, linalool, and geraniyl acetone at the negative part of PC-1. HX-13EW was grouped with terpinol, 1-octen-3-ol, and geraniyl acetone at the negative end of PC-1. F2-24EW was clustered with lavenol, caryophyllene, and E-3-hexene-1-ol at the forward end of PC-1. The control was clustered with hexanol at the positive end of PC-1. The results showed that adding SLY-4E, HX-13E, and F2-24E could produce different profiles of varietal aroma compounds: SLY-4E increased the release of nerolidol, geraniol, citronellol, linalool, and geraniyl acetone; HX-13E promoted the release of terpinol, 1-octen-3-ol, and geraniylacetone; while F2-24E promoted the release of lavenol, caryophylene, and E-3-hexene-1-ol. Swangkeaw et al. (2009) [41] showed that adding crude extracts of β-glucosidases from Hanseniaspora sp. and Pichia anomala into Traminette grape juice could increase the content of limonene and linalool oxide. This implied that different β-glucosidases had diverse substrate specificity to produce various kinds of varietal aroma compounds which would present different varietal aroma. In the future, the effect of different non-Saccharomyces yeasts with β-glucosidases on the varietal aroma compounds should be analyzed. less precursors to release the volatile odor compounds to increase the content of terpenes, which would improve the flavor and quality of wines. However, the mechanism of βglucosidases from different yeasts that had different effects on C6 compounds is still unclear. Therefore, in the future, more studies should be carried out to investigate the effects of β-glucosidase from different non-Saccharomyces yeasts on C6 compounds. Moreover, more non-Saccharomyces yeasts with β-glucosidase should be selected for lower producing C6 compounds.
The PCA was carried out to reveal the correlation and segregation of varietal aroma compounds from different wines. The results indicated that PC-1 (52%) and PC-2 (36.9%) accounted for 88.9% of the total variance ( Figure 2). SLY-4EW was clustered with nerolidol, geraniol, citronellol, linalool, and geraniyl acetone at the negative part of PC-1. HX-13EW was grouped with terpinol, 1-octen-3-ol, and geraniyl acetone at the negative end of PC-1. F2-24EW was clustered with lavenol, caryophyllene, and E-3-hexene-1-ol at the forward end of PC-1. The control was clustered with hexanol at the positive end of PC-1. The results showed that adding SLY-4E, HX-13E, and F2-24E could produce different profiles of varietal aroma compounds: SLY-4E increased the release of nerolidol, geraniol, citronellol, linalool, and geraniyl acetone; HX-13E promoted the release of terpinol, 1-octen-3-ol, and geraniylacetone; while F2-24E promoted the release of lavenol, caryophylene, and E-3-hexene-1-ol. Swangkeaw et al. (2009) [41] showed that adding crude extracts of β-glucosidases from Hanseniaspora sp. and Pichia anomala into Traminette grape juice could increase the content of limonene and linalool oxide. This implied that different β-glucosidases had diverse substrate specificity to produce various kinds of varietal aroma compounds which would present different varietal aroma. In the future, the effect of different non-Saccharomyces yeasts with β-glucosidases on the varietal aroma compounds should be analyzed. Wines; Varietal aroma compounds.

Fermentative Aroma Compounds
The forty-seven fermentative aroma compounds from wines included eleven higher alcohols, five fatty acids, twelve ethyl fatty acids, six acetic acid esters, six other esters, and seven carbonyl compounds.  less precursors to release the volatile odor compounds to increase the content of terpenes, which would improve the flavor and quality of wines. However, the mechanism of βglucosidases from different yeasts that had different effects on C6 compounds is still unclear. Therefore, in the future, more studies should be carried out to investigate the effects of β-glucosidase from different non-Saccharomyces yeasts on C6 compounds. Moreover, more non-Saccharomyces yeasts with β-glucosidase should be selected for lower producing C6 compounds.
The PCA was carried out to reveal the correlation and segregation of varietal aroma compounds from different wines. The results indicated that PC-1 (52%) and PC-2 (36.9%) accounted for 88.9% of the total variance ( Figure 2). SLY-4EW was clustered with nerolidol, geraniol, citronellol, linalool, and geraniyl acetone at the negative part of PC-1. HX-13EW was grouped with terpinol, 1-octen-3-ol, and geraniyl acetone at the negative end of PC-1. F2-24EW was clustered with lavenol, caryophyllene, and E-3-hexene-1-ol at the forward end of PC-1. The control was clustered with hexanol at the positive end of PC-1. The results showed that adding SLY-4E, HX-13E, and F2-24E could produce different profiles of varietal aroma compounds: SLY-4E increased the release of nerolidol, geraniol, citronellol, linalool, and geraniyl acetone; HX-13E promoted the release of terpinol, 1-octen-3-ol, and geraniylacetone; while F2-24E promoted the release of lavenol, caryophylene, and E-3-hexene-1-ol. Swangkeaw et al. (2009) [41] showed that adding crude extracts of β-glucosidases from Hanseniaspora sp. and Pichia anomala into Traminette grape juice could increase the content of limonene and linalool oxide. This implied that different β-glucosidases had diverse substrate specificity to produce various kinds of varietal aroma compounds which would present different varietal aroma. In the future, the effect of different non-Saccharomyces yeasts with β-glucosidases on the varietal aroma compounds should be analyzed. Wines; Varietal aroma compounds.

Wines;
less precursors to release the volatile odor compounds to increase the content of terpenes, which would improve the flavor and quality of wines. However, the mechanism of βglucosidases from different yeasts that had different effects on C6 compounds is still unclear. Therefore, in the future, more studies should be carried out to investigate the effects of β-glucosidase from different non-Saccharomyces yeasts on C6 compounds. Moreover, more non-Saccharomyces yeasts with β-glucosidase should be selected for lower producing C6 compounds.
The PCA was carried out to reveal the correlation and segregation of varietal aroma compounds from different wines. The results indicated that PC-1 (52%) and PC-2 (36.9%) accounted for 88.9% of the total variance ( Figure 2). SLY-4EW was clustered with nerolidol, geraniol, citronellol, linalool, and geraniyl acetone at the negative part of PC-1. HX-13EW was grouped with terpinol, 1-octen-3-ol, and geraniyl acetone at the negative end of PC-1. F2-24EW was clustered with lavenol, caryophyllene, and E-3-hexene-1-ol at the forward end of PC-1. The control was clustered with hexanol at the positive end of PC-1. The results showed that adding SLY-4E, HX-13E, and F2-24E could produce different profiles of varietal aroma compounds: SLY-4E increased the release of nerolidol, geraniol, citronellol, linalool, and geraniyl acetone; HX-13E promoted the release of terpinol, 1-octen-3-ol, and geraniylacetone; while F2-24E promoted the release of lavenol, caryophylene, and E-3-hexene-1-ol. Swangkeaw et al. (2009) [41] showed that adding crude extracts of β-glucosidases from Hanseniaspora sp. and Pichia anomala into Traminette grape juice could increase the content of limonene and linalool oxide. This implied that different β-glucosidases had diverse substrate specificity to produce various kinds of varietal aroma compounds which would present different varietal aroma. In the future, the effect of different non-Saccharomyces yeasts with β-glucosidases on the varietal aroma compounds should be analyzed. Wines; Varietal aroma compounds.
The content of higher alcohols in SLY-4EW (418.89 mg/L), HX-13EW (420.71 mg/L), and F2-24EW (401.33 mg/L) was significantly higher than that in the control (256.97 mg/L) (Figure 3), especially for isoamyl alcohol and benzene ethanol. Previous research also reported that adding crude extracts of β-glucosidases from P. fermentans, H. uvarum, Trichosporon asahii, and Candida parapsilosis into must or co-fermentation with S. cerevisiae and Lachancea thermotolerans or T. delbrueckii increased the content of higher alcohols [11,37,42,43]. The results indicated that β-glucosidases from non-Saccharomyces yeasts could increase the content of higher alcohols. A proper content of higher alcohols (<300 mg/L) would bring fruity and floral flavors to wines; however, it could be counterproductive when it exceeds 400 mg/L. [33,44,45]. Although higher alcohols could improve the flavor complexity, the high concentration of them in SLY-4EW, HX-13EW, and F2-24EW might have a negative impact on the aroma and flavor. A high concentration of higher alcohols might be explained by the transformation of glucose from the hydrolyzation of glycosides by β-glucosidase or amino acids from β-glucosidase degradation through the Ehrlich pathway [46,47]. The odor active fermentative aroma compounds (OAV > 1) were isoamyl alcohol,1nonanol, 3-methyl-1-pentanol, benzene ethanol, isovaleric acid, 2-methyl butyric acid, octanoic acid, ethyl butyrate, ethyl isovalerate, ethyl caproate, ethyl heptanoate, ethyl octanoate, ethyl caprate, isoamyl acetate, 2-methylbutyl acetate, phenylethyl acetate, nonanal, decanal, octanal, and phenylacetaldehyde. These results indicated that adding SLY-4E, HX-13E, and F2-24E into must could increase the content of fermentative aroma compounds, especially higher alcohols and esters, but decrease the content of fatty acids in wines.
The hierarchical clustering and heat map visualization of fermentative aroma compounds in wines implied that wines were classified into SLY-4EW/control and HX-13EW/F2-24EW, and the fermentative aroma compounds were clustered into class Ⅰ, Ⅱ, Ⅲ , and Ⅳ (Figure 4). The control was rich in class Ⅲ and class Ⅳ which contained higher alcohols, fatty acids, other esters, and phenylethyl acetate. SLY-4EW was abundant in class Ⅰ, class Ⅲ, and class IV including higher alcohols, fatty acid ethyl esters, carbonyl compounds, and acetic esters. These compounds presented fruity, floral, and bitter flavors and improved the complexity of the aroma in SLY-4EW. HX-13EW had higher contents of compounds from class Ⅰ, class II, and class Ⅲ including higher alcohols, fatty acids, acetic esters, carbonyl compounds, ethyl laurate, and diethyl succinate. F2-24EW was abundant in class Ⅰ, class Ⅱ, and class Ⅳ including fatty acid ethyl esters, acetic esters, carbonyl compounds, phenylethyl octanoate, 2-methyl butyric acid, 1-pentanol, and 4methyl-1-pentanol. In class Ⅰ and II, the OVA of isoamyl alcohol, benzene alcohol, ethyl caprate, ethyl heptanoate, ethyl octanoate, isoamyl acetate, ethyl butyrate, ethyl caproate, and octanal were greater than 1. These compounds presented fruity, floral, and bitter flavors and improved the complexity of the aroma in SLY-4EW, F2-24EW, and HX-13EW. Esters were formed by fatty acids and alcohols, while excessive fatty acids would present cheesy, fatty, and rancid notes [48]. The content of fatty acids in SLY-4EW (2.81 mg/L), HX-13EW (2.92 mg/L), and F2-24EW (2.82 mg/L) was lower than that in the control (3.58 mg/L) ( Figure 3). Ma et al. (2017) [37] also reported that adding crude extracts of β-glucosidase from P. fermentans into must could significantly decrease the content of fatty acids in wines, but other research has indicated that crude extracts of β-glucosidase from R.mucilaginosa, H.uvarum, I. terricola, P. kudriavzevii, or M. pulcherrim could increase the content of fatty acids in fruit wines [11,14,36]. These results indicated that adding β-glucosidases from different yeasts into must had different effects on the content of fatty acids. However, the reason why β-glucosidases from different yeasts have different effects on the content of fatty acids is unclear.
The concentration of esters was significantly higher in SLY-4EW (58.82 mg/L), HX-13EW (44.96 mg/L), and F2-24EW (70.95 mg/L) than in the control (40.80 mg/L) (Figure 3). Ma et al. (2017) and Hu et al. (2016a) also reported that adding crude extracts of βglucosidase from P. fermentans or H. uvarum into must significantly increased the content of esters. These results indicated that adding β-glucosidases from yeasts into must could increase the content of esters, which would present the fruity and floral flavors in wines [13]. The higher content of esters might be explained by the high content of higher alcohols, which were the precursors of esters.
Compared with that in the control (1.13 mg/L), the content of carbonyl compounds was lower in SLY-4EW (0.92 mg/L), higher in HX-13EW (1.33 mg/L), and had no significant difference in F2-24EW (1.11 mg/L) (Figure 3). The detected carbonyl compounds in wines might have negative effects on the flavor of wines, but the real effects of these compounds on wines should be further analyzed.
The hierarchical clustering and heat map visualization of fermentative aroma compounds in wines implied that wines were classified into SLY-4EW/control and HX-13EW/F2-24EW, and the fermentative aroma compounds were clustered into class I, II, III, and IV ( Figure 4). The control was rich in class III and class IV which contained higher alcohols, fatty acids, other esters, and phenylethyl acetate. SLY-4EW was abundant in class I, class III, and class IV including higher alcohols, fatty acid ethyl esters, carbonyl compounds, and acetic esters. These compounds presented fruity, floral, and bitter flavors and improved the complexity of the aroma in SLY-4EW. HX-13EW had higher contents of compounds from class I, class II, and class III including higher alcohols, fatty acids, acetic esters, carbonyl compounds, ethyl laurate, and diethyl succinate. F2-24EW was abundant in class I, class II, and class IV including fatty acid ethyl esters, acetic esters, carbonyl compounds, phenylethyl octanoate, 2-methyl butyric acid, 1-pentanol, and 4-methyl-1-pentanol. In class I and II, the OVA of isoamyl alcohol, benzene alcohol, ethyl caprate, ethyl heptanoate, ethyl octanoate, isoamyl acetate, ethyl butyrate, ethyl caproate, and octanal were greater than 1. These compounds presented fruity, floral, and bitter flavors and improved the complexity of the aroma in SLY-4EW, F2-24EW, and HX-13EW. These results suggested that adding SLY-4E, HX-13E, and F2-24E into must produced different profiles of fermentative aroma compounds which would impart different flavor complexities on wines.
In the future, more non-Saccharomyces yeasts with β-glucosidases should be selected to produce different profiles of fermentative compounds. Moreover, it is also important to study the mechanism of adding different β-glucosidases from different non-Saccharomyces yeasts into must on the contents of fermentative aroma compounds of wines.

Sensory Evaluation of Wines
The sensory evaluation of wines ( Figure 5) showed that the appearance had no significant difference. Compared with those in control, the scores of floral, fruity, and taste in SLY-4EW, HX-13EW, and F2-24EW were higher, while their unpleasant green flavor were lower. F2-24EW had the highest scores in floral (7.50), fruity (7.83), and taste (7.83), while HX-13EW had the lowest scores in floral (6.33), fruity (6.67), and taste (6.83). Adding β-glucosidase from yeasts could improve the fruity and floral aspects, which was also reported by Ma [49] reported that adding crude extracts of β-glucosidase from T. asahii into grape juice had a strong effect on the appearance. Part of the β-glucosidase could break the glycosidic bond, then the free anthocyanins degraded into colorless compounds, which made the wine pale [50][51][52]. The difference in the decomposition of anthocyanins by β-glucosidase might be related to the structural characteristics of substrates and properties of β-glucosidase. The effect of adding β-glucosidase from non-Saccharomyces yeasts into must on the appearance of wines during aging and storage should be further investigated, and the substrate specificity of β-glucosidase from different non-Saccharomyces yeasts should be deeply studied.
These results suggested that adding SLY-4E, HX-13E, and F2-24E into must produced dif ferent profiles of fermentative aroma compounds which would impart different flavo complexities on wines. In the future, more non-Saccharomyces yeasts with β-glucosidases should be selected to produce different profiles of fermentative compounds. Moreover, it is also importan to study the mechanism of adding different β-glucosidases from different non-Saccharo myces yeasts into must on the contents of fermentative aroma compounds of wines.

Sensory Evaluation of Wines
The sensory evaluation of wines ( Figure 5) showed that the appearance had no sig nificant difference. Compared with those in control, the scores of floral, fruity, and taste in SLY-4EW, HX-13EW, and F2-24EW were higher, while their unpleasant green flavo were lower. F2-24EW had the highest scores in floral (7.50), fruity (7.83), and taste (7.83) while HX-13EW had the lowest scores in floral (6.33), fruity (6.67), and taste (6.83). Adding β-glucosidase from yeasts could improve the fruity and floral aspects, which was also reported by Ma   The volatile aroma compound profiles of SLY-4EW, HX-13EW, and F2-24EW were significantly different from the control. Different volatile aroma compound profiles would take different flavor characteristics on wines [53,54], while some studies found that the co-fermentation with S. cerevisiae and T. delbrueckii and P. fermentans could not only enhance the flavor of the wine, but also bring a vinegar or earthy flavor [37,55]. It means that there was a complex multivariate correlation between the aroma characteristics and volatile aroma compounds of wines.
The volatile aroma compound profiles of SLY-4EW, HX-13EW, and F2-24EW were significantly different from the control. Different volatile aroma compound profiles would take different flavor characteristics on wines [53,54], while some studies found that the cofermentation with S. cerevisiae and T. delbrueckii and P. fermentans could not only enhance the flavor of the wine, but also bring a vinegar or earthy flavor [37,55]. It means that there was a complex multivariate correlation between the aroma characteristics and volatile aroma compounds of wines.

Conclusions
Adding SLY-4E, F2-24E, and HX-13E into must had no negative effect on the fermentation period and the physicochemical characteristics of wines, although the maximum biomass of S. cerevisiae had increased. The content of terpenes, higher alcohols, and esters was increased by adding SLY-4E, F2-24E, and HX-13E, which enhanced the fruity and floral aspects of wines. Additionally, the content of C6 compounds was decreased which reduced the unpleasant green of wines. The content of fatty acids was decreased, which might have affected the flavor complexity of wines. Moreover, β-glucosidase from different yeast species produced different aroma compound profiles, which presented different fruity, floral, and taste aspects. However, there was no significant difference in the appearance of wines. F2-24EW had the best improvement in the floral, fruity, and taste aspects, followed by SLY-4EW and HX-13EW. These results can provide references for using β-glucosidase from different non-Saccharomyces yeasts to improve the flavor complexity, typicality, and quality of wines. However, the effect of the SLY-4E, F2-24E, and HX-13E on the appearance of wines during their aging and storage needs further investigation.

Conclusions
Adding SLY-4E, F2-24E, and HX-13E into must had no negative effect on the fermentation period and the physicochemical characteristics of wines, although the maximum biomass of S. cerevisiae had increased. The content of terpenes, higher alcohols, and esters was increased by adding SLY-4E, F2-24E, and HX-13E, which enhanced the fruity and floral aspects of wines. Additionally, the content of C 6 compounds was decreased which reduced the unpleasant green of wines. The content of fatty acids was decreased, which might have affected the flavor complexity of wines. Moreover, β-glucosidase from different yeast species produced different aroma compound profiles, which presented different fruity, floral, and taste aspects. However, there was no significant difference in the appearance of wines. F2-24EW had the best improvement in the floral, fruity, and taste aspects, followed by SLY-4EW and HX-13EW. These results can provide references for using β-glucosidase from different non-Saccharomyces yeasts to improve the flavor complexity, typicality, and quality of wines. However, the effect of the SLY-4E, F2-24E, and HX-13E on the appearance of wines during their aging and storage needs further investigation.