Under the condition of ensuring the number of microorganisms in SBD, it can be observed from Table 1 and Table 2 that the total bacteria, yeast, and fungi in SBD can be restored to the same level of magnitude as the samples without irradiation treatment when the irradiation dose of SBD is below 1.40 kGy after 90 d of storage. Therefore, when using high-energy electron beam for pests control, the irradiation dose should not exceed 1.40 kGy. It can be observed from Table 1 and Table 2 that the D10 values of fungi and yeast are significantly higher than the D10 values of the total colony count. This indicates that fungi and yeast are more resistant to radiation under the same conditions. This phenomenon might arise from the relatively dense cell membrane structure of fungi and yeast, some of which have similar flagella-like structures. After irradiation, these cells may be more easily repaired, resulting in their relatively higher D10 values. Similar results have been reported in a number of studies (Taghinejad et al., 2009).
Under the irradiation treatment of 2.80 kGy, a significant decrease in the total number of bacteria was observed, compared to the group treated with 1.40 kGy irradiation. However, the number of Acetobacter showed only a slight decrease relative to the total number of bacteria. This suggests that the irradiation treatment of 2.80 kGy had a greater impact on certain bacteria in SBD. This is evident from Fig. 2(a), where the microecological structure fluctuates. Additionally, Fig. 3(a) and (b) demonstrate a negative correlation between the change in bacterial diversity in SBD and the proportion of Acetobacter. This correlation is also supported by information provided in Table 2 and Annex 1's Tables 1. Furthermore, Fig. 2(b) indicates that the change in microecological structure can be attributed to the increase in temperature in the SBD storage environment during the summer. Thermoascus, which contains thermotolerant fungi (Hosoya et al., 2014), is more suitable for growth in summer conditions. This leads to an increase in the proportion of Thermoascus in SBD samples, giving it a population advantage and ultimately affecting the microecological structure of SBD. This change may also be responsible for the observed fluctuations in Fig. 3(c).
If SBD is to be irradiated, it is recommended that the irradiation dose should not exceed 1.40 kGy, as shown in Fig. 4. This is because the influence of irradiation treatment below 1.40 kGy on the micro-ecological structure is eliminated after 90 d. Additionally, saccharifying power and liquefaction power mainly represent α-amylase and β-amylase activity, as depicted in Fig. 5. Previous studies have indicated that a radiation treatment of 10 kGy has minimal impact on protein content (Mollakhalili-Meybodi et al., 2022), which may explain the observed unaffected saccharifying power and liquefaction power under the radiation treatment employed in this study.
The findings presented in Fig. 6(a) differ from previous studies that have shown a positive correlation between the proportion of Acetobacter and acidity. In light of this inconsistency, we propose three potential explanations for this phenomenon. Firstly, the data from standard plate counting indicates a significant decrease in the number of Acetobacter over time in storage, suggesting a corresponding decline in their impact on acidity. Secondly, it is possible that the increased acidity of SBD samples under high-dose irradiation is the result of the death of SBD microorganisms, the dissociation of inorganic phosphoric acid and deoxyribose, and the damage to the fluorine-carbon heterocyclic ring, leading to an increase in H + concentration (Acua-Argüelles et al., 1994). Furthermore, a previous study reported a positive correlation between thermophilic ascomycetes and total acid content (Hang et al., 2023). Although the total number of fungi measured by the traditional plate counting method remained relatively stable during the storage period, high-throughput sequencing revealed a noticeable increase in the proportion of Thermoascus, suggesting a potential influence on acidity. Taken together, these three points collectively explain the contradiction of the negative correlation between Acetobacter and acidity.
From Table 6, it can be observed that the pests in SBD can be effectively controlled within 120 d when the irradiation dose reaches 0.27 kGy or above. Therefore, it is generally believed that SBD should be stored for 3–4 months before it is put into production. Consequently, the irradiation pesticide dose of SBD should not be less than 0.27 kGy.
Different types of Daqu used in Baijiu-making have different dominant strains. This is because the composition of microorganisms in SBD is closely related to its maturity, storage time, Daqu-making season, Daqu-making area, and the surrounding environment (Gou et al., 2015). As a starter, SBD itself contains a variety of microorganisms. It is precisely because of the different microbial composition of different SBD that different Strong-flavor Baijiu brands with distinct characteristics are produced. The dominant strains found in this study are Streptomyces, Acetobacter, and Wickerhamomyces, which are also commonly found in other medium and high temperature Daqu (Singh et al., 2018; Zhang et al., 2014). Thermostable microorganisms detected in our research, such as Saccharopolyspora, Aspergillus, Thermoascus, and Thermophilus, form dominant populations in other high-temperature Daqu. These microorganisms are capable of producing enzymes such as α-amylase, glucoamylase, and protease, which play a vital role in fermentation and saccharification (Zhu et al., 2022). Therefore, the high saccharifying power and liquefaction power of Daqu used in our research can be attributed to these thermostable microorganisms. It's worth mentioning that the Daqu used in our research originated from Sichuan, China, where Thermophilic Ascomycetes are known to form a dominant population (Gou et al., 2015). This factor can explain the regional differences in Daqu flavor characteristics.
In addition, the presence of other dominant microbial populations in SBD that also influence its quality. Rhizopus in SBD is abundant in developed systematic amylase and protease, enabling the complete degradation of macromolecular components in wheat bran. This degradation provides nutrients for the growth and reproduction of strains, including cellulase, xylanase, protease, and lipase (Ezeilo et al., 2022; Negi et al., 2020). Gluconobacter, a unique non-model microorganism, acts as a biocatalyst in Daqu, facilitating the quantitative production of oxidation products in industrial-related reactions. These oxidation products are released into the culture medium and can be transformed into excellent candidates for biotransformation (Ripoll et al., 2023). Consequently, Gluconobacter has been widely utilized in various applications over the past 20 years due to its distinctive ability in the incomplete oxidation of sugars and alcohols. To reduce the abundance of Acetobacter in SBD, which loses ability to germinate in low oxygen conditions, starter-making plants often prolong the storage period of Daqu. However, recent investigations have revealed an excessive presence of Acetobacter in starter-making plants, highlighting a common issue in the production of SBD that aligns with the results of the high-throughput test conducted in this study.