Physicochemical indices at different layers of Daqu
Water content
The water content of Daqu maximizes to 11.62% in the core and minimizes to 10.56% on the surface, showing significant differences (P < 0.05) (Fig. 1A). In the core which is the innermost layer, microbes grow slowly, moisture is not easily evaporated or consumed, and the relative humidity is higher than in the other two layers. On the surface which is the outmost layer of Daqu, moisture evaporates easily and microbes grow and metabolize severely, which causes large water consumption, so the relative humidity is lower than in the other two layers. The overall water content of Daqu is 10.97%. According to the provisions in the Daqu making shop, the delivery inspection standard states that the water content of Daqu finished products shall be less than 13.00% of total product weight, which meets national standards of China.
Acidity
The measured data of acidity at different layers of Daqu are shown in Fig. 1B. The acidity on the surface is significantly higher than in the fire circle, core and the mixed sample (P < 0.05), but the acidity is not significantly different among the fire circle, core and mixed sample (P > 0.05). During the Daqu making process, the substrate including starch is converted by lactic acid bacteria, Acetobacter aceti and other microbes to organic acids such as lactic acid and acetic acid, which become the main material basis for the acidity of Daqu. Hence, the acidity of Daqu is maximized on the surface (0.79 mmol/10 g), which may be because the surface contains abundant microbes that have strong acid-producing ability.
Starch content
The measured data of starch content at different layers of Daqu are shown Fig. 1C. The starch content in the core is significantly higher than on the surface and the fire circle (P < 0.05), but the starch contents are not significantly different between the surface and the fire circle (P > 0.05). The starch content of Daqu minimizes to 52.32 mg/g on the surface. The starch content of Daqu represents the level of starch consumption by microbes during yeast starter production. A higher starch consumption rate indicates the propagation and metabolism of microbial populations are more active and the metabolites are richer, suggesting the microbial metabolism on the surface is the most active. The starch content of Daqu maximizes to 56.34 mg/g in the core, indicating microbial growth and metabolism in the core are slow and the starch utilization rate is the lowest.
Amino acid nitrogen content
The measured data of amino acid nitrogen content at different layers of Daqu are shown in Fig. 1D. The amino acid nitrogen content on the surface (1.98 g/kg) is significantly lower than in the fire circle, core and the mixed sample (P < 0.05). The amino acid nitrogen contents are not significantly different between the fire circle and the core (P > 0.05). These results suggest the protease activity on the surface in the weakest. The amino acid nitrogen content in the core is the highest (2.95 g/kg). This is because Bacillus, the major functional microbe that secretes protease (Xie et al., 2020), can grow well at high temperature because of low air permeability, high water content and high temperature in the core, leading to a significantly higher amino acid nitrogen content inside Daqu than on the surface.
Hydrolase system analysis at different layers of Daqu
Sulyase activity
The measured data of sulyase activity at different layers of Daqu are shown in Fig. 2A. The sulyase activity of Daqu is maximized to 690.90 U/g on the surface, which is significantly higher than in the fire circle, core and mixed sample (P < 0.05). The sulyase activity reflects the ability of converting starch to sugar, and a higher sulyase activity indicates a higher starch utilization rate, which directly affects the distillation yield of liquors (Gao et al., 2021). The sulyase activity is minimized to 427.95 U/g in the core, which is consistent with the highest starch content in the core.
Fermentation force
The results of fermentation ability at different layers of Daqu are shown in Fig. 2B. The fermentation ability of Daqu is maximized to 0.41 g/(0.5 g·72 h) in the core, which is significantly higher than those of the surface, fire circle, and mixed sample (P < 0.05). The fermentation ability reflects the liquor-making ability of Daqu and indicates the ability of saccharomycetes to convert surgar to liquors. The fermentation ability in the core is high, which may be because the environment in the core is suitable for the growth and metabolism of saccharomycetes. Our results are consistent with a previous study that the fermentation ability is significantly and positively correlated with the moisture content, starch content, yeast content and Daqu surface bacterium count (Yang et al., 2019). The fermentation ability of the mixed sample is 0.38 g/(0.5 g·72 h), which indicates the overall fermentation ability of Daqu is low. The possible reason is that the growth and metabolism of saccharomycetes are lowered by the storage time and storage temperature.
Esterification activity
The results of esterification activity at different layers of Daqu are shown in Fig. 2C. The esterifying activity of Daqu is maximized to 616.71 mg/(50 g·7 d) in the core and is minimized to 242.82 mg/(50 g·7 d) on the surface. The esterifying activity in the core is significantly higher compared with the surface, fire circle and mixed sample (P < 0.05). Rhizopus and Monascus purpureus which possess strong ester synthesizing ability mainly exist on the sections and the middle, so the esterifying ability on the surface is lower than in the fire circle and the core. The ester compounds of Daqu are closely related to flavor formation, and the esterifying ability of Daqu is the power to catalytically produce esters. A higher esterifying ability indicates more esters are produced by Daqu during fermentation, which promotes the flavor formation of liquors (Xu et al., 2022). Our results suggest the core offers the main driving force to promote the formation of flavor substances in liquors.
Cellulase activity
The results of cellulase activity at different layers of Daqu measured using DNS are shown in Fig. 2D. The cellulase activity of different layers ranks as surface > fire circle > core, which is 11.907, 11.906 and 11.891 U/g respectively (Fig. 2D). The cellulase activity of the core is significantly lower than in the fire circle and the surface (P < 0.05), but the cellulase activity is not significantly different between the surface and the fire circle (P > 0.05). Cellulase can degrade cellulose and destroy the structure of mesenchymal cell walls, thereby releasing the starch that is contained in the walls, which is favorable for saccharification (Zhou et al., 2021; Li et al., 2022) and indicate the cellulase activity is positively correlated with the sulyase activity. Results show the sulyase activity is the highest on the surface, which is consistent with the highest cellulase activity on the surface.
Difference analysis of characteristic flavor substances at different layers of Daqu
With headspace solid-phase microextraction (HS-SPME) GC-MS and the findings of flavor substances reported before (Wu et al., 2009; Zhang et al., 2011; Yang et al., 2021), we qualitatively recognized 73 types of volatile substances at different layers of Taorong-flavor medium-temperature Daqu, including alcohols, esters, aldehydes, ketones, pyrazines and phenols. There are 34 types of esters, 5 types of aldehydes/ketones, 11 types of alcohols, 9 types of acids, 3 types of phenols, 9 types of alkyls/alkenes, and 2 types of pyrazines. The diversity and total content of flavor substances in the fire circle are both large, and the total ion current of volatile components is shown in Fig. 3. The components and contents of volatile flavor substances at different layers of Daqu are listed in Table 1. Then the differences in the contents of characteristic flavor substances were compared using one-factor analysis of variance among different layers of Daqu (Table 1).
Table 1
volatile flavor components and contents in different parts of Daqu
characteristic flavor substances | content/(g/ng) |
surface | fire circle | core | mixed sample |
Phenols | phenol | 2877.61 ± 72.79b | 3424.35 ± 260.44a | - | - |
2-Methoxy-4-vinylphenol | - | - | 251.69 ± 12.58b | 517.46 ± 6.04a |
2,4,-(Bis)phenol | 148.45 ± 13.50b | 121.17 ± 18.53c | 291.69 ± 3.58a | 163.42 ± 3.63b |
Alcohols | Alpha-terpineol | 2700.55 ± 23.50a | 97.43 ± 0.89b | - | - |
1-Pentanol | - | - | 144.11 ± 3.84 | - |
1-Hexanol | 151.77 ± 25.41c | 77.18 ± 3.19d | 843.19 ± 8.61a | 647.64 ± 3.62b |
1-Octanol | 335.91 ± 24.71a | - | - | 52.26 ± 1.62b |
1-Nonanol | - | - | 147.49 ± 4.14a | 87.06 ± 1.72b |
3,7-Dimethyl-3-octanol | - | - | - | 37.99 ± 0.42 |
1-Methoxy-2-propanol | - | - | - | 184.83 ± 4.48 |
2,3-Butanediol | - | - | - | 172.44 ± 4.03 |
3-Methyl-1-butanol | - | - | 228.23 ± 7.79 | - |
Benzyl alcohol | - | 75.96 ± 2.87a | - | 68.16 ± 1.28b |
Phenylethanol | 723.82 ± 43.47c | 631.24 ± 12.22d | 1178.79 ± 44.93a | 949.09 ± 18.92b |
Esters | (Z)-Methyl 9-hexadecenoate | 90.58 ± 3.27a | 68.87 ± 0.43b | - | - |
Ethyl 9-hexadecenoate | - | 26.44 ± 1.61 | - | - |
Methyl 10-octadecenoate | - | 34.82 ± 1.46 | - | - |
(Z,Z)-Methyl 9,12-octadecadienoate | - | - | 1404.84 ± 48.68 | - |
(Z,Z,Z)-Methyl 9,12,15-octadecatrienoate | 69.84 ± 4.99a | 69.84 ± 1.76a | 73.11 ± 1.70a | - |
methyl tetradecanoate | 223.53 ± 23.35a | 185.91 ± 8.47b | 68.90 ± 1.18d | 99.78 ± 3.74c |
Ethyl myristate | 173.01 ± 18.36b | 169.30 ± 9.01b | 283.27 ± 10.64a | - |
methyl pentadecanoate | 170.60 ± 13.31 | - | - | - |
Ethyl pentadecanoate | 64.06 ± 2.55a | - | 61.65 ± 1.03a | - |
methyl hexadecanoate | 1855.06 ± 78.21b | 2207.20 ± 119.11a | 1078.41 ± 55.08c | 1217.27 ± 19.65c |
Ethyl hexadecanoate | 1688.33 ± 56.04a | 845.67 ± 34.00b | 141.20 ± 4.69c | 860.41 ± 9.22b |
Ethyl heptadecanoate | - | - | 1848.90 ± 44.55 | - |
Cetyl 2-ethylhexanoate | - | - | 210.18 ± 5.70a | 49.88 ± 2.56b |
(E)-Methyl 9-octadecenoate | 1769.17 ± 101.96a | 1675.80 ± 147.36a | - | - |
(E)-ethyl 9-octadecenoate | 1390.83 ± 231.98a | 762.33 ± 17.56b | 248.72 ± 4.27c | 78.72 ± 0.54c |
Methyl 11-octadecenoate | - | - | 535.35 ± 7.18b | 737.37 ± 9.35a |
(E)-2-heptenoic acid ethyl ester | - | 1767.06 ± 59.72a | - | 68.12 ± 0.47b |
Octyl acetate | 89.19 ± 2.21 | - | - | - |
methyl caproate | - | 320.05 ± 5.69b | - | 381.39 ± 2.98a |
Ethyl caproate | - | 267.46 ± 13.26 | - | - |
Hexyl caproate | - | - | 144.75 ± 3.55 | - |
Octyl caproate | - | - | 245.13 ± 6.89 | - |
Methyl octanoate | - | 111.65 ± 11.12 | - | - |
Ethyl octanoate | - | 74.64 ± 1.71 | - | - |
methyl pelargonate | - | 91.81 ± 1.75 | - | - |
Ethyl pelargonate | - | 28.07 ± 1.99 | - | - |
Methyl 2-formamidobenzoate | - | - | - | 76.21 ± 2.85 |
methyl phenylacetate | - | 328.40 ± 19.76 | - | - |
Ethyl phenylacetate | - | 151.52 ± 20.90 | - | - |
Ethyl phenylpropionate | - | - | 72.18 ± 1.71 | - |
methyl stearate | - | 91.63 ± 3.13 | - | - |
Diethyl phthalate | 1316.83 ± 163.26 | - | - | - |
Isopropyl Palmitate | - | - | 28.28 ± 3.39 | - |
Ethyl oleate | - | 90.09 ± 0.71 | - | - |
caproic acid | 761.25 ± 19.84b | 373.93 ± 7.44c | 827.42 ± 9.40a | 143.14 ± 2.47d |
bitter | 75.90 ± 1.60b | 82.54 ± 2.78b | 151.24 ± 6.61a | 62.81 ± 1.69c |
Heptanoic acid | - | - | - | 547.13 ± 9.41 |
Oleic acid | - | 264.72 ± 10.24 | - | - |
Acids | 3-Methyl-butyric acid | - | 303.37 ± 5.06b | 208.35 ± 4.65a | 213.94 ± 3.89b |
n-hexadecanoic acid | 1129.25 ± 99.65c | 1655.98 ± 92.74a | 1385.45 ± 35.72b | 1250.20 ± 30.28bc |
octadecanoic acid | - | 760.75 ± 16.69 | - | - |
(Z,Z,Z)-8,11,14-eicosatrienoic acid | - | - | - | 56.35 ± 3.06 |
(Z,Z)-9,12-octadecadienoic acid | - | 746.85 ± 10.42 | - | - |
Alkenes | Caryophyllene | - | 73.39 ± 1.29b | - | 168.58 ± 2.98a |
Caryophyllene oxide | - | - | - | 52.16 ± 1.11 |
tetradecane | - | - | - | 1132.74 ± 49.48 |
docosane | - | - | 3711.21 ± 59.44 | - |
n-tetracosane | - | - | 4333.86 ± 121.30 | - |
tetradodecane | - | 71.23 ± 2.49b | - | 241.50 ± 8.86a |
Pentadodecane | - | - | 149.53 ± 3.86b | 1866.91 ± 21.64a |
2-Methyleicosane | - | - | 3318.45 ± 122.25 | - |
Nonanediane | - | - | 3031.01 ± 44.45 | - |
Pyrazines | tetramethylpyrazine | 458.05 ± 6.85b | 281.44 ± 10.15c | 766.92 ± 20.57a | 759.80 ± 23.84a |
Trimethylpyrazine | - | - | 198.26 ± 6.55b | 245.90 ± 16.52a |
Aldehydes and ketones | Valeraldehyde | - | 243.31 ± 8.72 | - | - |
benzaldehyde | - | - | - | 70.52 ± 1.73 |
4-Hydroxy-3-methylacetophenone | 703.42 ± 11.47 | - | - | - |
2-(1-Methylethylene)cyclohexanone | 710.88 ± 19.69 | - | - | - |
6,10,14-Trimethyl-2-pentadecanone | 114.47 ± 10.04b | 128.68 ± 4.91a | - | - |
Note: The date were presented as mean ± SD, -: undetected. The different letters in the same row indicate significant differences (P < 0.05). |
The contents of total volatiles and volatile substances are both different among different layers of Daqu (Table 1). The contents of methyl myristate, methyl hexadecanoate, ethyl hexadecanoate, caproic acid, octanoic acid, n-palmitic acid, 2,4,-(di)phenol, n-hexyl alcohol, tetramethylpyrazine, and phenylethanol are high and significantly different among different layers (P < 0.05). The most diverse volatile flavor components were detected in the fire circle, including 39 types. The least diverse volatile flavor components were detected on the surface, including 25 types. Among all types of flavor substances, the proportion of esters is the highest (46.58%), followed by alcohols (15.07%), and the proportion of pyrazines is the lowest (2.74%). Analysis shows that among all esters, the difference of hexadecanoate contents is the largest (1547.13 ng/g), and the hexadecanoate contents are significantly different among the surface, fire circle and core.
Esters often present the pleasant fragrant aroma from fruits, and play a critical role in the formation of special flavor and style of liquors (Niu et al., 2020). The aldehydes and ketones in Daqu can be produced by microbial degradation of starch, a raw material of Daqu, during glycolysis especially under the action of yeasts. These aldehydes and ketones together with esters constitute the unique fragrance of Daqu, and ketones and aldehydes can also enter liquors through fermentation, and are involved in liquor aroma formation in the form of precursors of microbial metabolism. Alcohols are the material basis of esters, which together with aromatic compounds constitute the unique fragrance of Daqu. Alcohols are mainly produced from dextrose fermentation by yeasts under aerobic conditions, but are produced from amino acids under anaerobic conditions or from reduction reaction of relevant aldehydes by yeasts (Fan et al., 2011). The style of liquors is decided by whether the alcohol concentrations are consistent with the proportion of other compounds (Ma et al., 2010). Among the alcohols detected in Daqu, the n-hexanol concentrations are significantly different among the three parts of Daqu, and are the highest in the core (843.19 ng/g). n-Hexanol endows liquors with a strong, elegant and fragrant flavor and plays a key role in the aroma of liquors (Fan et al., 2015). Phenylethanol has a cookie and rose aroma, and its concentration is significantly different among different layers of Daqu, with a maximum of 1178.79 ng/g in the core. Noticeably, tetramethylpyrazine detected in Daqu is a N-containing heterocyclic compound and its concentration is significantly different among different layers of Daqu, with a maximum of 766.92 ng/g in the core. Tetramethylpyrazine has a baking and nut fragrance. This compound can also produce special fragrance of liquors and has some medical effects, such as vascular dilation, suppression of thrombocyte conglutination and thrombosis, and beneficial pharmacological effects (Wu et al., 2012).
The relative contents of volatile compounds in different layers of Daqu are shown in Fig. 4. Clearly, the volatile flavor components differ among different layers of Daqu (Fig. 4). The relative contents of volatile compounds rank as esters > alcohols > acids > phenols > alkyls/alkenes > aldehydes/ketones > pyrazines. The relative contents of esters rank among different layers as fire circle > surface > core, and the relative contents of alcohols rank as surface > core > fire circle.
Main influence factors on quality of different layers of Daqu
Principal component analysis (PCA) of physicochemical indices and main hydrolase system among different layers of Daqu
The contribution rates of the first and second principal components are 73.70% and 20.50% respectively, with a sum of 94.20%, and thus they can well reflect the original information at different layers of Daqu and of the mixed sample (Fig. 5). The arrowhead reflects the different physicochemical indices and the main hydrolase system, and its direction indicates the effect orientation of a certain index on the different layers of Daqu, and its length reflects the values of physicochemical indices at different layers and the effect size on the main hydrolase system. Then correlations between the physicochemical biochemical indices and the main enzyme system were analyzed. The fire circle samples and mixed sample of Daqu are located in the first quadrant, and are correlated positively with starch content and fermentation ability and negatively with cellulase activity. The samples of the core are distributed in the second quadrant and are correlated positively with sulyase activity and acidity and negatively with moisture content, amino acid nitrogen content, and esterification ability. The samples of the surface are distributed in the fourth quadrant and are correlated positively with moisture content, amino acid nitrogen content, and esterification ability, and negatively with sulyase activity and acidity.
PCA of characteristic flavor substances among different layers of Daqu
The contribution rates of the first and second principal components are 44.20% and 30.30% respectively, with a sum of 74.50%, and thus they can well explain the information at different layers of the samples (Fig. 6). The score of PC1 is contributed from methyl hexadecanoate, methyl (Z)-9-hexadecenoate, methyl (E)-9-octadecenoate, 10-methyl octadecenoate, (E)-2-ethyl heptenoate, and phenol, and the score of PC2 is made by ethyl tetradecanoate, octanoic acid, caryophyllene, and dotetracontane (Fig. 6). The volatile flavor components are largely different among different layers of Daqu (Fig. 6).