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Communication

Diversity of Bacillus Isolates from the Sake Brewing Process at a Sake Brewery

1
Department of Biotechnology, Toyama Prefectural University, 5180 Kurokawa, Imizu, Toyama 939-0398, Japan
2
Terashima Sake Store, 1-4-1 Midoricho, Toyama, Toyama 930-0038, Japan
3
Shiraki Tsunesuke Sake Brewery, 61 Kadoyakado, Gifu, Gifu 501-2528, Japan
*
Author to whom correspondence should be addressed.
Microorganisms 2021, 9(8), 1760; https://doi.org/10.3390/microorganisms9081760
Submission received: 29 July 2021 / Revised: 13 August 2021 / Accepted: 17 August 2021 / Published: 18 August 2021

Abstract

:
We collected 92 isolates belonging to the genus Bacillus from the sake brewing process at Shiraki Tsunesuke Sake Brewery in Gifu, Japan to determine whether there is strain specificity at individual sake breweries. After distributing the isolates into seven groups, we observed that at least two groups (68 isolates) were kuratsuki bacteria at Shiraki Tsunesuke Sake Brewery. The kuratsuki Bacillus isolates were collected from different samples at the early and late stages of sake brewing in 2021 and 2019, respectively. These results showed that kuratsuki Bacillus entered the sake brewing process at this location. These kuratsuki Bacillus isolates had a high ethanol tolerance. Our previous paper showed the existence of kuratsuki Kocuria at Narimasa Sake Brewery in Toyama, Japan, but this study demonstrated that it is not found at Shiraki Tsunesuke Sake Brewery. Therefore, each sake brewery has specific kuratsuki bacterial strains, which are isolated with high frequency and contribute a specific flavor or taste to each sake brewery.

1. Introduction

Sake is a traditional Japanese alcoholic drink, which has been brewed for over 1300 years [1]. At present, ~1400 sake breweries are widely distributed throughout Japan. Aspergillus oryzae is a fungus that converts rice starch into sugars, and then another fungus (yeast), Saccharomyces cerevisiae, converts the sugars into ethanol during sake brewing (Figure 1). Sake brewing is not performed aseptically, so bacterial flora analysis based on DNA sequence comparison in sake can detect several bacterial DNA [2,3,4,5,6], indicating that the bacteria may enter the production process by chance and briefly grow. The research question was whether all bacteria entered by chance or not. Thus, are there microorganisms that inevitably enter during the sake production process?
Lactic acid treatment is performed before the addition of S. cerevisiae for the effective ethanol fermentation (Figure 1). Kuratsuki (living in the sake brewery) lactic acid bacteria have been used for preventing the growth of other bacteria, which can lead to sake spoilage [3]. In the traditional method of producing fermentation starter, the kuratsuki lactic acid bacteria grow and produce lactic acid [3]. The lactic acid bacteria interact with other microorganisms in sake [7,8], but are killed by self-produced lactic acid or ethanol produced by S. cerevisiae. In contrast, some highly ethanol-tolerant lactic acid bacteria, for example Lactobacillus fructivorans, spoil sake [9,10,11], demonstrating that lactic acid bacteria can have a positive and a negative effect on sake brewing.
To elucidate whether kuratsuki bacteria other than lactic acid bacteria exist during the sake brewing process, 46 bacterial isolates were collected at the early stage of the sake brewing process from Narimasa Sake Brewery in Toyama, Japan [6,12]. Among the isolates, 23 had similar sequences to the genera Kocuria, 12 to Staphylococcus, 6 to Bacillus, 2 to Leifsonia, 2 to Microbacterium, and 1 to Enterococcus, inferred from the partial 16S rRNA gene sequences [6,12]. All isolates were not lactic acid bacteria. We showed that the Kocuria isolates have inhabited Narimasa Sake Brewery and are kuratsuki bacteria [12,13]. Kocuria does not belong to the phylum Firmicutes but Actinobacteria [14]. This was the first report of actinomycete living at a sake brewery. Recently, we showed that the kuratsuki bacteria in the Narimasa Sake Brewery interact with S. cerevisiae and affect flavor of the sake products [15]. The bacterial flora affects the chemical components in sake [16,17].
Based on the DNA sequence data in sake, Kocuria is specific to Narimasa Sake Brewery [6]. However, it was uncertain whether Kocuria is not isolated from other sake breweries, so we elucidated the same in this study. In 2019, six bacterial isolates were collected from the sample at the late stage of the sake brewing process of Shiraki Tsunesuke Sake Brewery in Gifu, Japan. In this study, we isolated bacteria during the early stage of the sake brewing processes of this sake brewery, compared them, and then discussed them.

2. Materials and Methods

2.1. Bacterial Isolation

Bacterial isolation was performed for four different sampling date samples from Shiraki Tsunesuke Sake Brewery (Table 1). Three different media, Difco Marine Broth 2216 (DMB) (BD, Franklin Lakes, NJ, USA), LB (10 g/L of tryptone, 10 g/L of NaCl, 5 g/L of yeast extract), and TGY (5 g/L of tryptone, 3 g/L of yeast extract, 1 g/L of glucose), containing 25 μg/mL of cycloheximide, were used [6]. Each sample (30 μL) was added to each medium (20 mL) and cultured at 15 °C and 30 °C for 72 h. Sake brewing was performed at 15 °C. Then, a single colony was chosen on the TGY agar plate.

2.2. Colony PCR

The V3–V4 region of the 16S rRNA gene from each single colony was amplified using region-specific PCR primers [12], designed by modification of a method by Illumina, San Diego, USA. The PCR products were sequenced using the primer 5′-TGTATAAGAGACAGGACTAC-3′.

2.3. Phylogenetic Analysis

Multiple alignment (Supplementary File S1) was constructed using MEGA X [18] for 92 DNA sequences of the bacterial isolates from Shiraki Tsunesuke Sake Brewery, 6 DNA sequences of the Bacillus isolates from Narimasa Sake Brewery [6,12], and 10 DNA sequences of the known Bacillus species from DNA database (Table 2). A neighbor-joining tree was constructed with 1000 bootstrap replicates using MEGA X [18]. The evolutionary distances were computed using the maximum composite likelihood method [19], and are in the units of the number of base substitutions per site. All positions containing gaps and missing data were eliminated (complete deletion option). There were a total of 392 positions in the final dataset.

2.4. Ethanol Resistance Test

The isolates a12 and C3 were statically cultured in TGY including 20% ethanol at 30 °C. Each sample (100 μL) was spread on a TGY agar to count the number of colonies.

2.5. Statistical Test

A chi-square test was performed between isolated numbers from the cultures at 15 °C and 30 °C using the software R (http://www.R-project.org/).

3. Results

3.1. All Isolates from Shiraki Tsunesuke Sake Brewery belong to the Genus Bacillus

We obtained 6 DNA sequences from the samples at the late stage of the sake brewing process in 2019, 28 at the early stage on 26 January 2021, 30 at the early stage on 28 January 2021, and 28 at the early stage on 9 February 2021 (Table 1). Using the basic local alignment search on National Center for Biotechnology Information (https://www.ncbi.nlm.nih.gov/), all 92 DNA sequences of bacterial isolates from Shiraki Tsunesuke Sake Brewery were found to be DNA sequences of the genus Bacillus. All partial 16S rRNA gene sequences are shown in Supplementary File S1.

3.2. Bacillus Isolates Distributed to Seven Different Groups

Phylogenetic analysis showed that the bacterial DNA sequences from Shiraki Tsunesuke Sake Brewery could be distributed into seven groups (Figure 2). The groups were numbered 1–7, with Group 1 being the largest and Groups 6 and 7 being the smallest. Group 1 consisted of 50 sequences, including all six DNA sequences from the samples in 2019 (Figure 2). This group consisted of DNA sequences from three different samples at the early stage of the sake brewing process and contained no sequences from Narimasa Sake Brewery. Thus, this largest group was specific to Shiraki Tsunesuke Sake Brewery. Group 2 consisted of 18 sequences from three different samples, with no sequences from Narimasa Sake Brewery (Figure 2). The isolates of Groups 1 and 2 were obtained from both cultures at 15 °C and 30 °C (Table 3). The isolation frequency bias was not detected (p > 0.05, chi-square test) between different sampling dates of cultures at 15 °C and 30 °C in each group and between different groups of cultures at 15 °C and 30 °C. An ethanol resistance test showed that isolate C1 belonging to Group 1 and isolate a12 belonging to Group 2 had an ethanol resistance to 20% ethanol (Figure 3).
Group 3 consisted of 11 sequences from three different samples (Figure 2). This group included one sequence from Narimasa Sake Brewery, indicating that it was not specific to Shiraki Tsunesuke Sake Brewery. Group 4 consisted of seven sequences from two different samples, with no sequences from Narimasa Sake Brewery (Figure 2). Group 5 consisted of four sequences from two different samples (Figure 2). This group included five sequences from Narimasa Sake Brewery, indicating that this group was not specific to Shiraki Tsunesuke Sake Brewery. In addition, Groups 6 and 7 were located alone (Figure 2).
Group 1 clustered with B. safensis, B. pumilus, B. zhangzhouensis, and isolate B6 (Group 6) with 87% support of bootstrap (Figure 2). Groups 2, 3, and 5 were clustered with B. aryabhattai, B. flexus, and B. megaterium with 93% support of bootstrap (Figure 2). Group 4 was clustered with B. subtilis and B. velezensis with 97% support of bootstrap (Figure 2). Group 7 was clustered with B. endophyticus with 99% support of bootstrap (Figure 2).

4. Discussion

Although Bacillus is frequently detected in the sake brewery environments [2], it was surprising that all 92 isolates from four different samples at Shiraki Tsunesuke Sake Brewery belong to the genus Bacillus. In Narimasa Sake Brewery, 46 isolates from 6 different samples belong to the 6 different genera: Kocuria (23 isolates), Staphylococcus (12 isolates), Bacillus (6 isolates), Leifsonia (2 isolates), Microbacterium (2 isolates), and Enterococcus (1 isolate) [6,12]. This strongly suggests that different sake breweries have different bacteria compositions entering the brewing process. Narimasa Sake Brewery has kuratsuki Kocuria at the different species level [6,12,13], leading us to hypothesize that Shiraki Tsunesuke Sake Brewery may also have kuratsuki Bacillus at the different species level. Bacillus species have both positive and negative effects on drinks and foods [20,21,22,23,24].
We believe that the Bacillus isolates of Groups 1 and 2 are kuratsuiki bacteria in Shiraki Tsunesuke Sake Brewery because these Bacillus isolates are specific to this sake brewery. In particular, the isolates of Group 1 are kuratsuki bacteria because this group includes the Bacillus strains that were isolated in 2019 at late sake production process, which has a high ethanol concentration (>15% of ethanol). Considering that the same Bacillus isolates were collected from the different samples with different sampling year, these isolates may have inhabited the Shiraki Tsunesuke Sake Brewery and entered the annual sake brewing process. The Bacillus isolates of Group 1 have a high ethanol tolerance and survive at the late stage of the sake brewing process. In contrast, Group 2 does not include the Bacillus isolates in 2019. This suggested that the Bacillus isolates of Group 2 might be less ethanol-tolerant compared with those of Group 1. However, the isolates of Group 2 had a high ethanol tolerance (Figure 3).
Group 3 consists of isolates from different three samples as well as Groups 1 and 2 (Table 3). However, Group 3 includes the isolate MB1023_1 from Narimasa Sake Brewery (Figure 1), indicating that this group is not specific to Shiraki Tsunesuke Sake Brewery. It is possible that different sake breweries have common kuratsuki bacteria. However, kuratsuki bacteria undergo genome modification during the sake brewing to adapt to the brewery environments [12]. For example, although the optimal growth temperature of the genus Kocuria is generally 30–37 °C, the kuratsuki Kocuria isolates in Narimasa Sake Brewery is 15 °C, which is the same temperature during the sake brewing process [12]. Even if the two different sake breweries have a common kuratsuki bacterial genus Bacillus, those genomes should differ at the species or strain level. To elucidate it, the genome sequence analysis is necessary.
Groups 4–7 do not consist of isolates from all of the different three samples (Table 3). In addition, from the viewpoint of detection frequency, the detection frequency of isolates in these groups is so low that these isolates have a low possibility of kuratsuki bacteria in Shiraki Tsunesuke Sake Brewery. Because kuratsuki bacteria have inhabited a sake brewery for a long time and entered every sake brewing process, the detection frequency of kuratsuki bacteria is usually higher than that of other bacteria entered in the sake brewing process.
Groups 3 and 5 consist of isolates from both Narimasa and Shiraki Tsunesuke breweries. It is uncertain if these isolates are also kuratsuki Bacillus. Nevertheless, these isolates may have an affinity to sake brewing. Thus, these Bacillus isolates may influence metabolism of S. cerevisiae and/or other microorganisms. If so, both kuratsuki bacteria and other bacteria may affect flavor and taste specific to each sake brewery. To elucidate how the Bacillus isolates affect chemical components in sake, further research is warranted.
This study shows that different sake breweries have distinct kuratsuki bacteria; Narimasa Sake Brewery has kuratsuki Kocuria and Shiraki Tsunesuke Sake Brewery has kuratsuki Bacillus. The genera Bacillus and Kocuria differ phylogenetically, and these different bacteria are specific to each sake brewery, having evolved in each brewery. This means that kuratsuki bacteria differ from other environmental microorganisms (Figure 4), in that they have a life cycle in the sake brewery and enter the sake brewing process. In contrast, environmental microorganisms enter the sake brewing process by chance. We have a hypothesis that kuratsuki bacteria were derived from the environmental microorganisms and they have adapted to the sake brewing conditions by continuing to enter the sake production process. Kuratsuki bacteria may have a key role in the interaction among microorganisms during the sake production process [13].
It is important that kuratsuki bacteria do not consist of single lineage but multiple lineages. This strongly suggests that kuratsuki bacteria evolved in sake tank during the sake brewing (Figure 4) and then the bacteria distributed into the environment of the sake brewery. The kuratsuki bacteria have continued to enter and distribute repeatedly for a long time. In each sake brewing, kuratsuki bacteria may be selected from the multiple lineages. Considering the evolution of kuratsuki bacteria, their genome analyses are important. In kuratsuki Kocuria isolates, plasmid and transposon were identified and genome modification between the different isolates were suggested [12]. Kuratsuki yeasts also probably have multiple lineages. However, at present, most sake breweries do not use kuratsuki yeasts but selected sake yeasts (Kyokai yeasts) that are managed by the Brewery Society of Japan. Each Kyokai yeast consists of a single lineage. It is possible that some Kyokai yeasts are not suitable for some sake brewery environments.

5. Conclusions

Microorganisms play an important role in the production of flavor and taste, and influence the sake quality. Although bacteria die at the final stage of sake production, bacteria in sake are alive and grow temporarily during the sake production process. Kuratsuki bacteria are not any contaminated bacteria, which are always entered in sake brewing. To our knowledge, although research on kuratsuki yeasts has been carried out, research on kuratsuki bacteria has not been performed except for lactic acid bacteria. We are changing the characteristics of sake and will produce a unique sake with different tastes and flavors by exchanging the kuratsuki bacteria from different sake breweries during the production process.

Supplementary Materials

The following are available online at https://www.mdpi.com/article/10.3390/microorganisms9081760/s1, Supplementary File S1. Mega file used in the phylogenetic analysis.

Author Contributions

H.N. designed the experiments. E.K. performed the experiments. K.T. and Y.S. provided the samples. H.N. analyzed the data and wrote the manuscript. All authors have read and agreed to the published version of the manuscript.

Funding

This work was supported by JSPS KAKENHI Grant Number 21H02109 (to H.N.).

Institutional Review Board Statement

Not applicable.

Informed Consent Statement

Not applicable.

Data Availability Statement

The data presented in this study are openly available in Supplementary File S1.

Conflicts of Interest

The authors declare no conflict of interest.

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Figure 1. Sake production scheme. Koji is a mixture of steamed rice and Aspergillus oryzae. Moto is an ethanol fermentation starter. Sake and sake-kasu are separated by filtration.
Figure 1. Sake production scheme. Koji is a mixture of steamed rice and Aspergillus oryzae. Moto is an ethanol fermentation starter. Sake and sake-kasu are separated by filtration.
Microorganisms 09 01760 g001
Figure 2. Phylogenetic relationships among 16S rRNA gene sequences of the 92 isolates from Shiraki Tsunesuke Sake Brewery, 6 isolates from Narimasa Sake Brewery, and 10 known species of Bacillus. A neighbor-joining tree was constructed with 1000 bootstrap replicates using MEGA X [18]. The evolutionary distances were computed using the maximum composite likelihood method [19], and are in the units of the number of base substitutions per site. All positions containing gaps and missing data were eliminated (complete deletion option). There were total 392 positions in the final dataset.
Figure 2. Phylogenetic relationships among 16S rRNA gene sequences of the 92 isolates from Shiraki Tsunesuke Sake Brewery, 6 isolates from Narimasa Sake Brewery, and 10 known species of Bacillus. A neighbor-joining tree was constructed with 1000 bootstrap replicates using MEGA X [18]. The evolutionary distances were computed using the maximum composite likelihood method [19], and are in the units of the number of base substitutions per site. All positions containing gaps and missing data were eliminated (complete deletion option). There were total 392 positions in the final dataset.
Microorganisms 09 01760 g002
Figure 3. Growth of kuratsuki Bacillus isolates in TGY including 20% ethanol. The isolates C3 and a12 belonging to Groups 1 and 2, respectively, were statically cultured in TGY including 20% ethanol at 30 °C.
Figure 3. Growth of kuratsuki Bacillus isolates in TGY including 20% ethanol. The isolates C3 and a12 belonging to Groups 1 and 2, respectively, were statically cultured in TGY including 20% ethanol at 30 °C.
Microorganisms 09 01760 g003
Figure 4. Difference between kuratsuki and non-kuratsuki microorganisms in the sake brewing process. Koji contains Aspergillus oryzae. Moto contains A. oryzae and Saccharomyces cerevisiae. S. cerevisiae in moto produces ethanol during the sake brewing process.
Figure 4. Difference between kuratsuki and non-kuratsuki microorganisms in the sake brewing process. Koji contains Aspergillus oryzae. Moto contains A. oryzae and Saccharomyces cerevisiae. S. cerevisiae in moto produces ethanol during the sake brewing process.
Microorganisms 09 01760 g004
Table 1. Bacillus isolates from the sake brewing process in Shiraki Tsunesuke Sake Brewery.
Table 1. Bacillus isolates from the sake brewing process in Shiraki Tsunesuke Sake Brewery.
IsolateSample NumberSampling DateProcess StageMedium
LB2Sample 130 January 2019LateLB
LB3Sample 130 January 2019LateLB
LBjs1Sample 130 January 2019LateLB
MB1Sample 130 January 2019LateDMB
MBjs1Sample 130 January 2019LateDMB
TGY2Sample 130 January 2019LateTGY
A1Sample 226 January 2021EarlyDMB
A2Sample 226 January 2021EarlyDMB
A3Sample 226 January 2021EarlyLB
A4Sample 226 January 2021EarlyLB
A5Sample 226 January 2021EarlyLB
A6Sample 226 January 2021EarlyTGY
A7Sample 226 January 2021EarlyTGY
A8Sample 226 January 2021EarlyTGY
A9Sample 226 January 2021EarlyDMB
A10Sample 226 January 2021EarlyTGY
A11Sample 226 January 2021EarlyTGY
A12Sample 226 January 2021EarlyTGY
A13Sample 226 January 2021EarlyLB
A14Sample 226 January 2021EarlyLB
a1Sample 226 January 2021EarlyLB
a2Sample 226 January 2021EarlyLB
a3Sample 226 January 2021EarlyLB
a4Sample 226 January 2021EarlyLB
a5Sample 226 January 2021EarlyLB
a6Sample 226 January 2021EarlyDMB
a7Sample 226 January 2021EarlyDMB
a8Sample 226 January 2021EarlyDMB
a9Sample 226 January 2021EarlyDMB
a10Sample 226 January 2021EarlyDMB
a11Sample 226 January 2021EarlyTGY
a12Sample 226 January 2021EarlyTGY
a13Sample 226 January 2021EarlyTGY
a14Sample 226 January 2021EarlyTGY
B1Sample 328 January 2021EarlyLB
B2Sample 328 January 2021EarlyLB
B3Sample 328 January 2021EarlyLB
B4Sample 328 January 2021EarlyLB
B5Sample 328 January 2021EarlyLB
B6Sample 328 January 2021EarlyLB
B7Sample 328 January 2021EarlyLB
B8Sample 328 January 2021EarlyTGY
B9Sample 328 January 2021EarlyTGY
B10Sample 328 January 2021EarlyTGY
B11Sample 328 January 2021EarlyTGY
B12Sample 328 January 2021EarlyTGY
B13Sample 328 January 2021EarlyTGY
B14Sample 328 January 2021EarlyDMB
B15Sample 328 January 2021EarlyDMB
B16Sample 328 January 2021EarlyDMB
B17Sample 328 January 2021EarlyDMB
B18Sample 328 January 2021EarlyDMB
B19Sample 328 January 2021EarlyDMB
b1Sample 328 January 2021EarlyLB
b2Sample 328 January 2021EarlyLB
b3Sample 328 January 2021EarlyLB
b4Sample 328 January 2021EarlyDMB
b5Sample 328 January 2021EarlyDMB
b6Sample 328 January 2021EarlyDMB
b7Sample 328 January 2021EarlyDMB
b8Sample 328 January 2021EarlyTGY
b9Sample 328 January 2021EarlyTGY
b10Sample 328 January 2021EarlyTGY
b11Sample 328 January 2021EarlyTGY
C1Sample 49 February 2021EarlyLB
C2Sample 49 February 2021EarlyLB
C3Sample 49 February 2021EarlyLB
C4Sample 49 February 2021EarlyLB
C5Sample 49 February 2021EarlyDMB
C6Sample 49 February 2021EarlyDMB
C7Sample 49 February 2021EarlyDMB
C8Sample 49 February 2021EarlyDMB
C9Sample 49 February 2021EarlyTGY
C10Sample 49 February 2021EarlyTGY
C11Sample 49 February 2021EarlyTGY
C12Sample 49 February 2021EarlyTGY
C13Sample 49 February 2021EarlyTGY
C14Sample 49 February 2021EarlyTGY
c1Sample 49 February 2021EarlyLB
c2Sample 49 February 2021EarlyLB
c3Sample 49 February 2021EarlyLB
c4Sample 49 February 2021EarlyLB
c5Sample 49 February 2021EarlyDMB
c6Sample 49 February 2021EarlyDMB
c7Sample 49 February 2021EarlyDMB
c8Sample 49 February 2021EarlyDMB
c9Sample 49 February 2021EarlyDMB
c10Sample 49 February 2021EarlyDMB
c11Sample 49 February 2021EarlyTGY
c12Sample 49 February 2021EarlyTGY
c13Sample 49 February 2021EarlyTGY
c14Sample 49 February 2021EarlyTGY
Table 2. Bacillus species used in the 16S rRNA sequence comparison.
Table 2. Bacillus species used in the 16S rRNA sequence comparison.
SpeciesStrainSequence ID
Bacillus aryabhattaiB8W22NR_115953.1
B. cereusATCC 14579NR_074540.1
B. endophyticus2DTMK554520.1
B. flexusIFO 15715NR_024691.1
B. megateriumATCC 14581AB271751.1
B. pumilusATCC 7061NR_043242.1
B. safensisFO-36bNR_041794.1
B. subtilisIAM 12118NR_112116.1
B. velezensisFZB42NR_075005.2
B. zhangzhouensisMCCC 1A08372NR_148786.1
Table 3. Number of isolates in each group.
Table 3. Number of isolates in each group.
Group 1Group 2Group 3Group 4Group 5Group 6Group 7
From sample 2019.1.306000000
From sample 2021.1.26;
Culture at 30 °C
8330000
From sample 2021.1.26;
Culture at 15 °C
9400100
From sample 2021.1.28;
Culture at 30 °C
11132110
From sample 2021.1.28;
Culture at 15 °C
5220200
From sample 2021.2.9;
Culture at 30 °C
6314000
From sample 2021.2.9;
Culture at 15 °C
5521001
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Kanamoto, E.; Terashima, K.; Shiraki, Y.; Nishida, H. Diversity of Bacillus Isolates from the Sake Brewing Process at a Sake Brewery. Microorganisms 2021, 9, 1760. https://doi.org/10.3390/microorganisms9081760

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Kanamoto E, Terashima K, Shiraki Y, Nishida H. Diversity of Bacillus Isolates from the Sake Brewing Process at a Sake Brewery. Microorganisms. 2021; 9(8):1760. https://doi.org/10.3390/microorganisms9081760

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Kanamoto, Emi, Keigo Terashima, Yoshiji Shiraki, and Hiromi Nishida. 2021. "Diversity of Bacillus Isolates from the Sake Brewing Process at a Sake Brewery" Microorganisms 9, no. 8: 1760. https://doi.org/10.3390/microorganisms9081760

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