Biotechnology Bulletin ›› 2026, Vol. 42 ›› Issue (5): 340-352.doi: 10.13560/j.cnki.biotech.bull.1985.2025-1300
ZHANG Chu-shu1(
), CAO Shi-ning1, WANG Fa-ming2, ZHOU Hai-xiang1, HU Xiao-jun2, TANG Yue-yi1, ZHOU Xiao-yan2, WANG Mian1, CHEN Jing1, ZHANG Jian-cheng1(
)
Received:2025-11-29
Online:2026-05-26
Published:2026-06-10
Contact:
ZHANG Jian-cheng
E-mail:peanutzhangchushu@163.com;jianch-zh@hotmail.com
ZHANG Chu-shu, CAO Shi-ning, WANG Fa-ming, ZHOU Hai-xiang, HU Xiao-jun, TANG Yue-yi, ZHOU Xiao-yan, WANG Mian, CHEN Jing, ZHANG Jian-cheng. Analysis of Metabolite Characteristics during Lactic Acid Bacteria Fermentation of Peanut Skin Extract[J]. Biotechnology Bulletin, 2026, 42(5): 340-352.
Fig. 1 PLS-DA plot of fermentation broths at different fermentation stagesA: Lactobacillus bulgaricus PS-1. B: Streptococcus thermophilus PS-3;B-0, B-12 h, B-24 h, B-36 h, and B-48 h refer to the fermentation time points (0, 12, 24, 36, and 48 h) of L. bulgaricus PS-1; S-0 h, S-12 h, S-24 h, S-36 h, and S-48 h indicatethe fermentation time points (0, 12, 24, 36, and 48 h) of S. thermophilus PS-3
代谢物类别 Metabolite class (Super class) | 显著差异代谢物 Number of significantly differential metabolites | 占比 Proportion (%) | 代谢物类别 Metabolite class | 上调 Up-regulated | 下调 Down-regulated |
|---|---|---|---|---|---|
| 有机杂环化合物 | 12 | 24.49 | 吲哚及其衍生物 | 3 | 0 |
| 嘌呤核苷 | 0 | 2 | |||
| 哌啶类 | 2 | 0 | |||
| 苯并恶嗪 | 1 | 0 | |||
| 羟基酸及其衍生物 | 0 | 1 | |||
| 喹啉及其衍生物 | 1 | 0 | |||
| 内酯 | 0 | 1 | |||
| 苯丙烷和聚酮 | 9 | 18.37 | 黄酮类化合物 | 1 | 4 |
| 香豆素及其衍生物 | 2 | 0 | |||
| 肉桂酸及其衍生物 | 1 | 0 | |||
| 异黄酮类 | 0 | 1 | |||
| 有机酸及其衍生物 | 8 | 16.33 | 羧酸及其衍生物 | 5 | 1 |
| 鞘磷脂 | 1 | 0 | |||
| 有机膦酸及其衍生物 | 0 | 1 | |||
| 脂质和类脂分子 | 7 | 14.29 | 脂肪酰基 | 0 | 4 |
| 酮酸及其衍生物 | 1 | 1 | |||
| 类固醇和类固醇衍生物 | 0 | 1 | |||
| 苯环型化合物 | 7 | 14.29 | 苯及其取代衍生物 | 2 | 3 |
| 酚类 | 1 | 1 | |||
| 有机含氧化合物 | 5 | 10.20 | 有机氧化合物 | 2 | 3 |
| 核苷、核苷酸和类似物 | 1 | 2.04 | 嘌呤核苷酸 | 1 | 0 |
Table 1 Categories and changes of differential metabolites before and after fermentation with L. bulgaricus PS-1
代谢物类别 Metabolite class (Super class) | 显著差异代谢物 Number of significantly differential metabolites | 占比 Proportion (%) | 代谢物类别 Metabolite class | 上调 Up-regulated | 下调 Down-regulated |
|---|---|---|---|---|---|
| 有机杂环化合物 | 12 | 24.49 | 吲哚及其衍生物 | 3 | 0 |
| 嘌呤核苷 | 0 | 2 | |||
| 哌啶类 | 2 | 0 | |||
| 苯并恶嗪 | 1 | 0 | |||
| 羟基酸及其衍生物 | 0 | 1 | |||
| 喹啉及其衍生物 | 1 | 0 | |||
| 内酯 | 0 | 1 | |||
| 苯丙烷和聚酮 | 9 | 18.37 | 黄酮类化合物 | 1 | 4 |
| 香豆素及其衍生物 | 2 | 0 | |||
| 肉桂酸及其衍生物 | 1 | 0 | |||
| 异黄酮类 | 0 | 1 | |||
| 有机酸及其衍生物 | 8 | 16.33 | 羧酸及其衍生物 | 5 | 1 |
| 鞘磷脂 | 1 | 0 | |||
| 有机膦酸及其衍生物 | 0 | 1 | |||
| 脂质和类脂分子 | 7 | 14.29 | 脂肪酰基 | 0 | 4 |
| 酮酸及其衍生物 | 1 | 1 | |||
| 类固醇和类固醇衍生物 | 0 | 1 | |||
| 苯环型化合物 | 7 | 14.29 | 苯及其取代衍生物 | 2 | 3 |
| 酚类 | 1 | 1 | |||
| 有机含氧化合物 | 5 | 10.20 | 有机氧化合物 | 2 | 3 |
| 核苷、核苷酸和类似物 | 1 | 2.04 | 嘌呤核苷酸 | 1 | 0 |
代谢物类别 Metabolite class (Super class) | 显著差异代谢物 Number of significantly differential metabolites | 占比 Proportion (%) | 代谢物类别 Metabolite class | 上调 Up-regulated | 下调 Down-regulated |
|---|---|---|---|---|---|
| 苯丙烷和聚酮 | 23 | 26.14 | 黄酮类化合物 | 8 | 11 |
| 肉桂酸及其衍生物 | 2 | 0 | |||
| 香豆素及其衍生物 | 0 | 1 | |||
| 芪类 | 0 | 1 | |||
| 有机含氧化合物 | 14 | 15.91 | 有机氧化合物 | 5 | 9 |
| 有机杂环化合物 | 14 | 15.91 | 苯骈吡喃 | 2 | 1 |
| 二氮杂苯 | 1 | 1 | |||
| 吡啶及其衍生物 | 1 | 1 | |||
| 吲哚及其衍生物 | 1 | 0 | |||
| 噻吩 | 0 | 1 | |||
| 内酯 | 0 | 1 | |||
| 咪唑并嘧啶类 | 0 | 1 | |||
| 恶嗪类 | 0 | 1 | |||
| 吡咯吡嗪类 | 0 | 1 | |||
| 苯并噻嗪类 | 0 | 1 | |||
| 有机酸及其衍生物 | 11 | 12.50 | 羧酸及其衍生物 | 1 | 7 |
| 有机硫酸及其衍生物 | 1 | 0 | |||
| 有机硫代磷酸及其衍生物 | 1 | 0 | |||
| 苯环型化合物 | 10 | 11.36 | 酮酸及其衍生物 | 0 | 1 |
| 酚类 | 1 | 1 | |||
| 萘类 | 1 | 0 | |||
| 脂质和类脂分子 | 9 | 10.23 | 脂肪酰基 | 1 | 5 |
| 甘油磷酯 | 0 | 2 | |||
| 类固醇和类固醇衍生物 | 0 | 1 | |||
| 核苷、核苷酸和类似物 | 4 | 4.55 | 嘌呤核苷酸 | 1 | 0 |
| 嘌呤核苷 | 0 | 1 | |||
| 吡啶核苷酸 | 0 | 1 | |||
| (3'->5')-二核苷酸和类似物 | 1 | 0 | |||
| 有机氮化合物 | 2 | 2.27 | 有机氮化合物 | 1 | 1 |
| 生物碱及其衍生物 | 1 | 1.14 | 哈马拉生物碱 | 0 | 1 |
Table 2 Categories and changes of differential metabolites before and after fermentation with S. thermophilus PS-3
代谢物类别 Metabolite class (Super class) | 显著差异代谢物 Number of significantly differential metabolites | 占比 Proportion (%) | 代谢物类别 Metabolite class | 上调 Up-regulated | 下调 Down-regulated |
|---|---|---|---|---|---|
| 苯丙烷和聚酮 | 23 | 26.14 | 黄酮类化合物 | 8 | 11 |
| 肉桂酸及其衍生物 | 2 | 0 | |||
| 香豆素及其衍生物 | 0 | 1 | |||
| 芪类 | 0 | 1 | |||
| 有机含氧化合物 | 14 | 15.91 | 有机氧化合物 | 5 | 9 |
| 有机杂环化合物 | 14 | 15.91 | 苯骈吡喃 | 2 | 1 |
| 二氮杂苯 | 1 | 1 | |||
| 吡啶及其衍生物 | 1 | 1 | |||
| 吲哚及其衍生物 | 1 | 0 | |||
| 噻吩 | 0 | 1 | |||
| 内酯 | 0 | 1 | |||
| 咪唑并嘧啶类 | 0 | 1 | |||
| 恶嗪类 | 0 | 1 | |||
| 吡咯吡嗪类 | 0 | 1 | |||
| 苯并噻嗪类 | 0 | 1 | |||
| 有机酸及其衍生物 | 11 | 12.50 | 羧酸及其衍生物 | 1 | 7 |
| 有机硫酸及其衍生物 | 1 | 0 | |||
| 有机硫代磷酸及其衍生物 | 1 | 0 | |||
| 苯环型化合物 | 10 | 11.36 | 酮酸及其衍生物 | 0 | 1 |
| 酚类 | 1 | 1 | |||
| 萘类 | 1 | 0 | |||
| 脂质和类脂分子 | 9 | 10.23 | 脂肪酰基 | 1 | 5 |
| 甘油磷酯 | 0 | 2 | |||
| 类固醇和类固醇衍生物 | 0 | 1 | |||
| 核苷、核苷酸和类似物 | 4 | 4.55 | 嘌呤核苷酸 | 1 | 0 |
| 嘌呤核苷 | 0 | 1 | |||
| 吡啶核苷酸 | 0 | 1 | |||
| (3'->5')-二核苷酸和类似物 | 1 | 0 | |||
| 有机氮化合物 | 2 | 2.27 | 有机氮化合物 | 1 | 1 |
| 生物碱及其衍生物 | 1 | 1.14 | 哈马拉生物碱 | 0 | 1 |
Fig. 2 Change trends of compounds in the key pathways during L. bulgaricus PS-1 fermentationA: Aromatic compound degradation pathway. B: Flavonoid biosynthesis and degradation pathway. C: Tyrosine metabolism pathway. D: Purine metabolism pathway. Lg(S) indicates the logarithm of the peak area (with base 10)
Fig. 3 Change trends of compounds in the key pathways during S. thermophilus PS-3 fermentationA: Nucleotide sugar biosynthesis pathway. B: Flavonoid biosynthesis and degradation pathway. C: Tyrosine metabolism pathway. lg(S) indicates the logarithm of the peak area (with base 10)
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