| Literature DB >> 35592287 |
Yongtao Fei1,2,3, Li Huang1, Hong Wang1,2, Jinglong Liang1,3, Gongliang Liu1,2,3, Weidong Bai1,2,3.
Abstract
Lactobacillus amylolyticus L6 isolated from naturally fermented tofu-whey was characterized as potential probiotics. To give insight into the adaptive mechanism of L. amylolyticus L6 in soymilk, the gene-expression profiles of this strain and changes of chemical components in fermented soymilk were investigated. The viable counts of L. amylolyticus L6 in soymilk reached 1012 CFU/mL in the stationary phase (10 hr). The main sugars reduced gradually while the acidity value significantly increased from 45.33° to 95.88° during fermentation. About 50 genes involved in sugar metabolization and lactic acid production were highly induced during soymilk fermentation. The concentration of total amino acid increased to 668.38 mg/L in the logarithmic phase, and 45 differentially expressed genes (DEGs) in terms of nitrogen metabolism and biosynthesis of amino acid were detected. Other genes related to lipid metabolism, inorganic ion transport, and stress response were also highly induced. Besides, the concentration of isoflavone aglycones with high bioactivity increased from 14.51 mg/L to 36.09 mg/L during the fermentation, and the expression of 6-phospho-β-glucosidase gene was also synchronously induced. This study revealed the adaptive mechanism of L. amylolyticus L6 in the soymilk-based ecosystem, which gives the theoretical guidance for the application of this strain in other soybean-derived products.Entities:
Keywords: Lactobacillus amylolyticus L6; chemical components; soymilk; transcriptome
Year: 2022 PMID: 35592287 PMCID: PMC9094474 DOI: 10.1002/fsn3.2779
Source DB: PubMed Journal: Food Sci Nutr ISSN: 2048-7177 Impact factor: 3.553
FIGURE 1Growth of L.amylolyticus L6 in soymilk incubated at 37°C
FIGURE 2Significantly differentially expressed genes (SDGEs) between different growth phase based on gene ontology (GO) analysis. Logarithmic phase versus Lag phase (a), Stable phase versus Logarithmic phase(b); BP, CC, and FF refer to biological process, cellular component, and molecular function, respectively
FIGURE 3Scatter plot of Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway enrichment analysis for different growth phases. Rich factor is the ratio of the number of differentially expressed genes (DEGs) annotated to the Pathway Term to the number of genes annotated to the Pathway entry
FIGURE 4Reliability analysis between RNA‐sequencing (RNA‐seq) and real‐time quantitative polymerase chain reaction (RT‐qPCR)
Changes of sugar and organic acid in soymilk fermented with L. amylolyticus L6
| Unfermented | Lag phase | Logarithmic phase | Stationary phase | ||
|---|---|---|---|---|---|
| Sugars (g/L) | Sucrose | 3.75 ± 0.09a | 3.36 ± 0.09b | 2.89 ± 0.10c | 2.61 ± 0.05c |
| Glucose | 8.01 ± 0.15a | 7.65 ± 0.12ab | 7.36 ± 0.10bc | 7.06 ± 0.14c | |
| Fructose | 0.13 ± 0.01a | 0.11 ± 0.00b | 0.09 ± 0.00b | 0.09 ± 0.00b | |
| Raffinose | 0.59 ± 0.00a | 0.59 ± 0.01ab | 0.57 ± 0.01b | 0.53 ± 0.05c | |
| Stachyose | 2.89 ± 0.02a | 2.88 ± 0.02a | 2.88 ± 0.01a | 2.76 ± 0.01b | |
| Galactose | 0.23 ± 0.01c | 0.35 ± 0.01b | 0.41 ± 0.01a | 0.44 ± 0.02a | |
| Organic acids (g/L) | Lactic acid | 2.62 ± 0.04d | 3.38 ± 0.04c | 4.12 ± 0.04b | 4.65 ± 0.06a |
| Acetic acid | 0.36 ± 0.02c | 0.43 ± 0.03b | 0.57 ± 0.04a | 0.62 ± 0.03a | |
| Acidity (°) | 45.33 ± 1.14c | 47.64 ± 1.86c | 88.42 ± 2.31b | 95.88 ± 2.65a | |
| pH | 6.7 ± 0.1a | 6.6 ± 0.1a | 5.5 ± 0.2b | 4.3 ± 0.2c |
Data are the mean ±standard deviation (n = 3). Means in the same column with different superscript letters (a–d) are significantly different (p <.05)
FIGURE 5Schematic representation of the presumptive carbohydrate metabolic pathways in L. amylolyticus L6 during fermentation in soymilk. Changes in the amounts of the substances (average of three replicates) are represented by histograms. Different colored bars represent period: unfermented (red), lag phase (yellow), log phase (blue), and stationary phase (green)
Genes differentially expressed in the logarithmic phase compared to lag phase
| Function group and ORF | Gene | Description | Value of log2 variable expression |
|---|---|---|---|
| Genes up‐regulated | |||
| Carbohydrate transport and metabolism | |||
| B1745_05615 |
| beta‐ | 3.54 |
| B1745_05130 |
| 6‐phospho‐alpha‐glucosidase | 3.26 |
| B1745_03165 |
| L‐lactate dehydrogenase | 3.18 |
| B1745_05695 |
| acetaldehyde dehydrogenase /alcohol dehydrogenase | 2.67 |
| B1745_RS08070 |
| alpha‐galactosidase | 2.32 |
| B1745_01765 |
| PTS beta‐glucoside transporter subunit EIIBCA | 1.98 |
| B1745_04615 |
| HAD family hydrolase | 1.93 |
| B1745_03820 |
| hypothetical protein | 1.80 |
| B1745_03825 |
| sugar‐phosphatase | 1.69 |
| B1745_01805 |
| glucose−6‐phosphate dehydrogenase | 1.62 |
| B1745_06170 |
| histidine phosphatase family protein | 1.58 |
| B1745_07215 |
| transcriptional regulator | 1.44 |
| B1745_02045 |
| D‐alanyl‐D‐alanine carboxypeptidase | 1.44 |
| B1745_02005 |
| phospholipid phosphatase | 1.44 |
| B1745_03140 |
| class II fumarate hydratase | 1.43 |
| B1745_04590 |
| UDP‐ | 1.38 |
| B1745_04460 |
| YebC/PmpR family DNA‐binding transcriptional regulator | 1.36 |
| B1745_04525 |
| HAD family hydrolase | 1.33 |
| B1745_03145 |
| flavocytochrome c | 1.32 |
| B1745_02465 |
| UDP‐glucose−4‐epimerase | 1.30 |
| B1745_07245 |
| pyruvate oxidase | 1.29 |
| B1745_04860 |
| 3‐carboxymuconate cyclase | 1.29 |
| B1745_06310 |
| ribulose phosphate epimerase | 1.22 |
| B1745_00870 |
| aldose 1‐epimerase | 1.19 |
| B1745_07130 |
| aldo/keto reductase | 1.19 |
| B1745_03235 |
| lysin | 1.12 |
| B1745_01565 |
| gluconate kinase | 1.09 |
| B1745_04605 |
| phosphate acetyltransferase | 1.09 |
| B1745_05160 |
| ribose 5‐phosphate isomerase A | 1.03 |
| B1745_04420 |
| acetate kinase | 1.00 |
| B1745_03855 |
| 6‐phospho‐beta‐glucosidase | 1.00 |
| B1745_05365 |
| copper‐translocating P‐type ATPase | 1.09 |
| B1745_06945 |
| cadmium‐translocating P‐type ATPase | 2.16 |
| Amino acids transport and metabolism | |||
| B1745_06855 |
| aspartate‐‐ammonia ligase, asparagine biosynthetic process | 4.16 |
| B1745_02860 |
| peptidase M13 | 2.44 |
| B1745_00965 |
| heat‐shock protein Hsp20 | 2.39 |
| B1745_04695 |
| ATP‐dependent Clp protease proteolytic subunit | 2.35 |
| B1745_04960 |
| Clp protease ClpE | 2.25 |
| B1745_05185 |
| glutamine ABC transporter permease | 2.16 |
| B1745_03105 |
| amino acid permease | 2.14 |
| B1745_00925 |
| peptide ABC transporter substrate‐binding protein | 2.07 |
| B1745_00550 |
| zinc metalloprotease HtpX | 1.97 |
| B1745_06070 |
| peptidase T | 1.89 |
| B1745_00950 |
| ABC transporter ATP‐binding protein | 1.83 |
| B1745_03200 |
| ribosomal protein L11 methyltransferase | 1.81 |
| B1745_00910 |
| aminopeptidase | 1.67 |
| B1745_01265 |
| ATP‐dependent Clp protease ATP‐binding protein ClpC | 1.63 |
| B1745_04890 |
| transcriptional activator, Rgg/GadR/MutR family domain‐containing protein | 1.60 |
| B1745_05190 |
| glutamine ABC transporter permease | 1.60 |
| B1745_02545 |
| dipeptidyl‐peptidase | 1.56 |
| B1745_02045 |
| D‐alanyl‐D‐alanine carboxypeptidase | 1.44 |
| B1745_06875 |
| amino acid permease | 1.44 |
| B1745_00945 |
| peptide ABC transporter ATP‐binding protein | 1.43 |
| B1745_RS07280 |
| aspartate kinase | 1.41 |
| B1745_06870 |
| amino acid permease | 1.40 |
| B1745_04855 |
| haloacid dehalogenase | 1.40 |
| B1745_00955 |
| aminopeptidase | 1.38 |
| B1745_05195 |
| glutamine ABC transporter substrate‐binding protein | 1.32 |
| B1745_01775 |
| chaperonin GroEL | 1.23 |
| B1745_06165 |
| metalloprotease | 1.18 |
| B1745_05200 |
| glutamine ABC transporter permease | 1.08 |
| B1745_00920 |
| peptide ABC transporter substrate‐binding protein | 1.07 |
| B1745_07210 |
| aluminum resistance protein | 1.05 |
| B1745_04725 |
| excinuclease ABC subunit B | 1.02 |
| B1745_00940 |
| peptide ABC transporter permease | 1.01 |
| B1745_00320 |
| glutamate:gamma‐aminobutyrate antiporter | 1.79 |
| Lipid metabolism, inorganic ion transport and stress response | |||
| B1745_05970 |
| esterase | 1.41 |
| B1745_00245 |
| esterase | 1.03 |
| B1745_02830 |
| acyl‐CoA thioesterase | 1.40 |
| B1745_05670 |
| biotin carboxylase | 1.58 |
| B1745_00100 |
| putative Mg2+ transporter family protein | 1.26 |
| B1745_00845 |
| potassium transporter | 1.36 |
| B1745_05305 |
| ammonium transporter | 1.97 |
| B1745_06945 | ‐ | cadmium‐translocating P‐type ATPase | 2.16 |
| Genes down‐regulated | |||
| Carbohydrate transport and metabolism | |||
| B1745_06195 |
| hypothetical protein | −1.03 |
| B1745_05125 |
| PTS alpha‐glucoside transporter subunit IICB | −1.06 |
| B1745_05025 |
| 3‐ketoacyl‐CoA thiolase | −1.08 |
| B1745_00695 |
| D‐alanine–D‐alanine ligase A | −1.27 |
|
B1745_05485 B1745_05490 |
| galactosyltransferase |
−1.33 −1.56 |
| B1745_06760 |
| sugar ABC transporter ATP‐binding protein | −1.36 |
| B1745_02355 |
| acylphosphatase | −1.50 |
| B1745_06765 |
| beta‐phosphoglucomutase | −1.61 |
| B1745_06730 |
| hypothetical protein | −2.38 |
| B1745_06745 |
| sugar ABC transporter permease | −2.58 |
| B1745_06750 |
| sugar ABC transporter permease | −2.79 |
| Amino acids transport and metabolism | |||
| B1745_01435 |
| DNA‐directed RNA polymerase subunit alpha | −1.02 |
| B1745_02350 |
| insertase | −1.07 |
| B1745_04680 |
| amino acid permease | −1.14 |
| B1745_05775 |
| preprotein translocase subunit SecG | −1.17 |
| B1745_06880 |
| S26 family signal peptidase | −1.19 |
| B1745_04160 |
| valine‐tRNA ligase | −1.22 |
| B1745_01405 |
| preprotein translocase subunit SecY | −1.38 |
| B1745_02435 |
| aluminum resistance protein | −1.74 |
| B1745_03815 |
| amino acid permease | −2.08 |
Genes differentially expressed in the stationary phase compared to logarithmic phase
| Function group and ORF | Gene | Description | Expression ratio |
|---|---|---|---|
| Genes up‐regulated | |||
| Carbohydrate transport and metabolism | |||
| B1745_04550 |
| glutamine‐‐fructose−6‐phosphate transaminase (isomerizing) | 2.34 |
| B1745_04615 |
| HAD family hydrolase | 1.91 |
| B1745_04860 |
| 3‐carboxymuconate cyclase | 1.30 |
| B1745_06170 |
| histidine phosphatase family protein | 1.26 |
| B1745_04485 |
| sugar‐phosphatase | 1.20 |
| B1745_06775 |
| alpha‐glycosidase | 1.14 |
| Amino acid transport and metabolism | |||
| B1745_04550 |
| glutamine‐fructose−6‐phosphate transaminase (isomerizing) | 2.34 |
| B1745_00615 |
| cysteine methyltransferase | 2.00 |
| B1745_01515 |
| aminopeptidase | 1.55 |
| B1745_06860 |
| amino acid permease | 1.54 |
| B1745_00965 |
| heat‐shock protein Hsp20 | 1.52 |
| B1745_03805 |
| excinuclease ABC subunit C | 1.45 |
| B1745_06885 |
| ATP‐dependent Clp protease ATP‐binding subunit | 1.40 |
| B1745_04960 |
| Clp protease ClpE | 1.33 |
| B1745_04860 |
| 3‐carboxymuconate cyclase | 1.30 |
| B1745_01540 |
| cysteine‐tRNA ligase | 1.29 |
| B1745_04890 |
| transcriptional activator, Rgg/GadR/MutR family domain‐containing protein | 1.23 |
| B1745_03010 |
| nucleotide exchange factor GrpE | 1.23 |
| B1745_00550 |
| zinc metalloprotease HtpX | 1.19 |
| B1745_04855 |
| haloacid dehalogenase | 1.18 |
| B1745_01260 |
| histidine kinase | 1.16 |
| B1745_00985 |
| CPBP family intramembrane metalloprotease | 1.15 |
| B1745_04695 |
| ATP‐dependent Clp protease proteolytic subunit | 1.14 |
| B1745_07110 |
| pyroglutamyl‐peptidase I | 1.06 |
| B1745_06165 |
| metalloprotease | 1.05 |
| B1745_00910 |
| aminopeptidase | 1.03 |
| Lipid metabolism, inorganic ion transport, and stress response | |||
| B1745_02830 |
| acyl‐CoA thioesterase | 2.30 |
| B1745_01775 |
| chaperone | 1.22 |
| B1745_03010 |
| nucleotide exchange factor | 1.23 |
| B1745_03015 |
| molecular chaperone | 1.10 |
| B1745_00745 |
| universal stress protein | 1.14 |
| B1745_01850 |
| thioredoxin | 1.20 |
| Genes down‐regulated | |||
| Carbohydrate transport and metabolism | |||
| B1745_01165 |
| UDP‐ | −1.02 |
| B1745_05730 |
| PTS mannose/fructose/sorbose transporter subunit IIC | −1.04 |
| B1745_05730 |
| PTS mannose/fructose/sorbose transporter subunit IIC | −1.04 |
| B1745_05735 |
| PTS mannose transporter subunit IIAB | −1.15 |
| B1745_05130 |
| 6‐phospho‐alpha‐glucosidase | −1.33 |
| B1745_07135 |
| glucosamine−6‐phosphate deaminase | −2.70 |
| Amino acid transport and metabolism | |||
| B1745_04680 |
| amino acid permease | −1.01 |
| B1745_05320 |
| branched‐chain amino acid transport system II carrier protein | −1.02 |
| B1745_05735 |
| PTS mannose transporter subunit IIAB | −1.15 |
| B1745_02915 |
| translation elongation factor Ts | −1.17 |
| B1745_03935 |
| peptide‐binding protein | −1.24 |
| B1745_02235 |
| threonine‐tRNA ligase | −1.41 |
| B1745_00785 |
| asparagine synthase (glutamine‐hydrolyzing) | −1.47 |
| B1745_00270 |
| branched‐chain amino acid ABC transporter permease | −1.69 |
| Lipid metabolism, inorganic ion transport, and stress response | |||
| B1745_00715 | ‐ | acetylesterase | −1.10 |
Changes of amino acids in soymilk fermented with L. amylolyticus L6
| Free amino acids (mg/L) | Period | |||
|---|---|---|---|---|
| Unfermented | Lag phase | Log phase | Stationary phase | |
| Essential amino acids | ||||
| Lysine | 39.68 ± 1.72a | 36.60 ± 1.21b | 35.13 ± 0.28bc | 33.06 ± 0.99c |
| Phenylalanine | 29.62 ± 0.79ab | 30.39 ± 0.86a | 28.87 ± 2.03ab | 26.79 ± 1.39b |
| Methionine | 47.04 ± 1.50a | 43.05 ± 1.79b | 43.72 ± 1.09ab | 42.30 ± 1.85b |
| Threonine | 8.59 ± 0.21c | 9.31 ± 0.25ab | 9.59 ± 0.25a | 9.01 ± 0.22bc |
| Isoleucine | 20.32 ± 1.33 | 21.28 ± 0.92 | 20.80 ± 0.53 | 19.57 ± 2.50 |
| Leucine | 50.91 ± 1.98a | 48.33 ± 1.76ab | 46.65 ± 1.20b | 43.40 ± 2.11bc |
| Valine | 5.74 ± 0.33a | 2.19 ± 0.22d | 2.63 ± 0.08c | 3.13 ± 0.08b |
| Total of EAA | 201.90 ± 7.95a | 191.14 ± 8.18b | 187.40 ± 4.82b | 177.26 ± 9.56c |
| Nonessential amino acids | ||||
| Asparagine | 21.70 ± 0.76a | 14.10 ± 1.14b | 10.64 ± 1.02c | 5.48 ± 0.52d |
| Glutamate | 102.04 ± 3.21b | 133.14 ± 2.90a | 133.30 ± 3.15a | 129.07 ± 0.99a |
| Serine | 23.27 ± 0.82b | 26.16 ± 1.63a | 27.98 ± 0.92a | 27.53 ± 0.66a |
| Histidine | 4.65 ± 0.41c | 7.03 ± 0.23a | 6.82 ± 0.13a | 6.15 ± 0.25b |
| Glycine | 48.10 ± 1.61d | 61.88 ± 1.93c | 76.37 ± 1.00b | 83.97 ± 1.12a |
| Arginine | 125.25 ± 2.85a | 121.10 ± 2.56a | 120.45 ± 2.65ab | 115.86 ± 1.73b |
| Alanine | 60.34 ± 1.87a | 51.74 ± 2.00b | 53.91 ± 1.00b | 52.86 ± 0.98b |
| Tyrosine | 11.42 ± 0.19d | 16.97 ± 0.24a | 16.23 ± 0.51b | 15.09 ± 0.41c |
| Cysteine | 0.79 ± 0.06d | 1.21 ± 0.04c | 1.92 ± 0.09b | 3.18 ± 0.05a |
| Proline | 32.66 ± 1.55 | 32.83 ± 1.84 | 33.35 ± 0.67 | 32.69 ± 1.05 |
| Total of NEAAs | 430.23 ± 13.34c | 466.16 ± 14.53b | 480.99 ± 11.14a | 471.86 ± 7.77ab |
| Total amino acids | 632.12 ± 21.28c | 657.30 ± 22.70ab | 668.38 ± 15.97a | 649.12 ± 17.33bc |
Data are the mean ±standard deviation (n = 3). Means in the same row with different superscript letters (a–d) are significantly different (p <.05)
Concentration of isoflavones (mg/L) in soymilk fermented with L. amylolyticus L6
| Isoflavones (mg/L) | Period | |||
|---|---|---|---|---|
| Unfermented | Lag phase | Log phase | Stationary phase | |
| Glycosides | ||||
| Daidzin | 216.65 ± 3.80a | 154.96 ± 1.92c | 188.45 ± 1.83b | 217.22 ± 2.01a |
| Glyctin | 46.02 ± 1.77b | 35.17 ± 0.47d | 43.60 ± 0.19c | 50.73 ± 0.29a |
| Genistin | 23.09 ± 0.12a | 11.87 ± 0.63b | 12.10 ± 0.06b | 12.62 ± 0.77b |
| Total | 285.77 ± 5.50a | 202.01 ± 1.80c | 244.15 ± 1.87b | 280.57 ± 1.41a |
| Aglycones | ||||
| Daizein | 10.03 ± 0.49c | 9.17 ± 0.48d | 11.89 ± 0.08b | 16.63 ± 0.14a |
| Glycitein | ND | ND | ND | 5.61 ± 0.07a |
| Genistein | 4.48 ± 1.16b | 5.65 ± 1.87b | 12.11 ± 0.99a | 13.85 ± 1.27a |
| Total | 14.51 ± 1.65 c | 14.82 ± 0.62 c | 24.00 ± 1.07 b | 36.09 ± 1.48 a |
Data are the mean±standard deviation (n = 3). Means in the same column with different superscript letters (a–d) are significantly different (p <.05). ND means not detected.