Table 3.
Metabolite name | Relative concentration | Fold changes | ||||||||
---|---|---|---|---|---|---|---|---|---|---|
W | S | M | ||||||||
CK | AS | CK | AS | CK | AS | W | S | M | ||
Amino acids | Proline | 0.19 ± 0.03 | 1.07 ± 0.13 | 0.47 ± 0.06 | 2.70 ± 0.71 | 0.82 ± 0.04 | 1.02 ± 0.21 | 2.60** | 2.53* | 0.32 |
Phenylalanine | 0.03 ± 0.00 | 0.08 ± 0.01 | 0.13 ± 0.01 | 0.23 ± 0.01 | 0.17 ± 0.01 | 0.16 ± 0.01 | 1.30 | 0.84* | −0.08 | |
Glutamic acid | 0.00 ± 0.00 | 0.05 ± 0.01 | 0.03 ± 0.01 | 0.07 ± 0.01 | 0.03 ± 0.01 | 0.05 ± 0.02 | 4.46* | 1.29* | 0.63 | |
Aspartic acid | 0.64 ± 0.40 | 10.03 ± 0.81 | 2.35 ± 0.32 | 1.10 ± 0.90 | 0.86 ± 0.09 | 2.23 ± 0.15 | 3.97** | 0.78 | 1.38* | |
L-allothreonine | 0.07 ± 0.03 | 0.23 ± 0.03 | 0.16 ± 0.01 | 0.34 ± 0.03 | 0.20 ± 0.02 | 0.25 ± 0.04 | 1.66* | 1.05* | 0.32 | |
Isoleucine | 0.14 ± 0.04 | 0.69 ± 0.08 | 0.36 ± 0.04 | 1.56 ± 0.25 | 0.54 ± 0.01 | 1.16 ± 0.05 | 2.26** | 2.13** | 1.10* | |
Valine | 0.50 ± 0.11 | 1.54 ± 0.13 | 0.75 ± 0.08 | 3.00 ± 0.48 | 1.04 ± 0.04 | 2.19 ± 0.07 | 1.62** | 1.99** | 1.08* | |
Glycine | 0.81 ± 0.09 | 1.80 ± 0.10 | 0.55 ± 0.06 | 2.62 ± 0.43 | 0.74 ± 0.05 | 1.88 ± 0.37 | 1.15** | 2.25** | 1.35* | |
Serine | 0.16 ± 0.03 | 0.65 ± 0.07 | 0.79 ± 0.07 | 1.00 ± 0.07 | 0.91 ± 0.02 | 0.95 ± 0.05 | 2.00* | 0.34 | 0.06 | |
Alanine | 1.56 ± 0.30 | 5.15 ± 0.74 | 2.90 ± 0.26 | 6.65 ± 0.81 | 4.64 ± 0.58 | 5.91 ± 0.56 | 1.72** | 1.20** | 0.35 | |
Asparagine | 0.03 ± 0.00 | 0.17 ± 0.04 | 0.07 ± 0.01 | 0.23 ± 0.02 | 0.19 ± 0.03 | 0.11 ± 0.01 | 2.49 | 1.63** | −0.79 | |
Fatty acids | Arachidic acid | 0.06 ± 0.01 | 0.10 ± 0.01 | 0.05 ± 0.00 | 0.07 ± 0.01 | 0.04 ± 0.00 | 0.04 ± 0.01 | 0.66* | 0.38 | −0.03 |
Lignoceric acid | 0.03 ± 0.00 | 0.04 ± 0.01 | 0.02 ± 0.00 | 0.03 ± 0.00 | 0.02 ± 0.00 | 0.02 ± 0.00 | 0.56 | 0.74** | −0.26 | |
Behenic acid | 0.03 ± 0.00 | 0.06 ± 0.00 | 0.03 ± 0.00 | 0.04 ± 0.00 | 0.03 ± 0.00 | 0.02 ± 0.00 | 0.88 | 0.48** | −0.62* | |
Arachidonic acid | 0.09 ± 0.01 | 0.10 ± 0.01 | 0.03 ± 0.00 | 0.06 ± 0.01 | 0.05 ± 0.00 | 0.04 ± 0.01 | 0.06 | 1.22** | −0.26 | |
Oleic acid | 0.00 ± 0.00 | 0.03 ± 0.00 | 0.01 ± 0.00 | 0.04 ± 0.00 | 0.01 ± 0.00 | 0.03 ± 0.00 | 3.17** | 1.90** | 1.15** | |
Elaidic acid | 0.09 ± 0.01 | 0.13 ± 0.04 | 0.05 ± 0.00 | 0.07 ± 0.01 | 0.06 ± 0.01 | 0.07 ± 0.01 | 0.46 | 0.69* | 0.39 | |
Cis-gondoic acid | 0.00 ± 0.00 | 0.03 ± 0.00 | 0.01 ± 0.00 | 0.03 ± 0.00 | 0.01 ± 0.00 | 0.03 ± 0.00 | 3.24** | 2.40** | 2.00** | |
D-glyceric acid | 0.36 ± 0.02 | 0.41 ± 0.03 | 0.20 ± 0.01 | 0.09 ± 0.01 | 0.20 ± 0.02 | 0.09 ± 0.03 | 0.19 | −1.20* | −1.23** | |
TCA | Succinic acid | 0.19 ± 0.02 | 0.10 ± 0.01 | 0.09 ± 0.00 | 0.04 ± 0.01 | 0.10 ± 0.01 | 0.03 ± 0.00 | −0.94** | −1.06** | −1.74** |
Citramalic acid | 0.05 ± 0.00 | 0.03 ± 0.00 | 0.02 ± 0.00 | 0.01 ± 0.00 | 0.04 ± 0.01 | 0.01 ± 0.00 | −0.52* | −0.90** | −2.43** | |
Glucose-1-phosphate | 0.20 ± 0.02 | 0.10 ± 0.02 | 0.19 ± 0.00 | 0.07 ± 0.01 | 0.17 ± 0.00 | 0.07 ± 0.01 | −1.09* | −1.42** | −1.29** | |
Fumaric acid | 2.10 ± 0.21 | 7.74 ± 0.93 | 0.71 ± 0.10 | 0.57 ± 0.35 | 0.95 ± 0.08 | 0.62 ± 0.18 | 1.88** | −0.32 | −0.61 | |
L-malic acid | 26.68 ± 1.30 | 63.42 ± 6.58 | 11.16 ± 1.27 | 2.49 ± 0.52 | 13.45 ± 1.34 | 5.95 ± 1.85 | 1.25* | −2.16** | −1.18* | |
Citric acid | 7.58 ± 1.00 | 29.38 ± 3.09 | 5.37 ± 1.19 | 7.40 ± 3.245 | 2.86 ± 0.41 | 3.85 ± 0.88 | 1.96** | 0.46 | 0.43 | |
Malonic acid | 1.25 ± 0.18 | 3.93 ± 1.07 | 1.26 ± 0.22 | 1.11 ± 0.42 | 1.86 ± 0.22 | 0.49 ± 0.05 | 1.65* | −0.18 | −1.93* | |
Maleic acid | 0.02 ± 0.01 | 0.04 ± 0.01 | 0.02 ± 0.00 | 0.01 ± 0.00 | 0.02 ± 0.00 | 0.01 ± 0.00 | 1.18 | −0.63 | −1.51** | |
Carbohydrates and polyols | Mannitol | 0.11 ± 0.02 | 0.03 ± 0.00 | 0.07 ± 0.01 | 0.02 ± 0.00 | 0.03 ± 0.00 | 0.01 ± 0.00 | −1.83* | −2.27** | −1.80* |
D-Arabitol | 0.06 ± 0.00 | 0.04 ± 0.00 | 0.05 ± 0.00 | 0.03 ± 0.00 | 0.06 ± 0.01 | 0.02 ± 0.00 | −0.54** | −0.79** | −1.79** | |
Dihydroxyacetone | 0.05 ± 0.01 | 0.04 ± 0.01 | 0.03 ± 0.00 | 0.01 ± 0.00 | 0.05 ± 0.00 | 0.02 ± 0.00 | −0.33 | −1.27** | −1.48** | |
Xylitol | 2.27 ± 0.33 | 1.04 ± 0.09 | 0.94 ± 0.02 | 0.23 ± 0.05 | 1.05 ± 0.13 | 0.23 ± 0.05 | −1.12* | −2.02** | −2.21** | |
Phytosphingosine | 0.06 ± 0.00 | 0.03 ± 0.00 | 0.02 ± 0.00 | 0.01 ± 0.00 | 0.01 ± 0.00 | 0.01 ± 0.00 | −0.85* | −1.32** | −0.04 | |
Maltotriose | 0.05 ± 0.00 | 0.05 ± 0.00 | 0.04 ± 0.00 | 0.01 ± 0.00 | 0.03 ± 0.01 | 0.01 ± 0.00 | −0.16 | −1.67** | −1.56** | |
Tagatose | 18.06 ± 0.69 | 3.83 ± 0.53 | 8.76 ± 0.19 | 2.31 ± 0.63 | 10.10 ± 1.40 | 0.61 ± 0.34 | −2.24** | −1.92** | −4.04** | |
Galactose | 0.20 ± 0.01 | 0.18 ± 0.01 | 0.20 ± 0.01 | 0.09 ± 0.03 | 0.39 ± 0.02 | 0.09 ± 0.01 | −0.18 | −1.10** | −1.95** | |
Glucose | 0.07 ± 0.01 | 0.02 ± 0.00 | 0.03 ± 0.00 | 0.01 ± 0.00 | 0.03 ± 0.00 | 0.01 ± 0.00 | −1.79** | −1.35** | −1.81** | |
Fucose | 0.24 ± 0.03 | 0.10 ± 0.02 | 0.10 ± 0.01 | 0.03 ± 0.00 | 0.13 ± 0.02 | 0.02 ± 0.00 | −1.27** | −1.67** | −2.68** | |
Ribose | 7.28 ± 0.69 | 3.07 ± 0.49 | 2.75 ± 0.09 | 1.60 ± 0.30 | 4.36 ± 0.45 | 0.90 ± 0.19 | −1.04** | −0.78** | −2.28** | |
Mannose | 19.20 ± 0.63 | 0.34 ± 0.11 | 9.35 ± 0.27 | 1.13 ± 0.44 | 8.40 ± 0.71 | 0.32 ± 0.20 | −5.82** | −3.04** | −4.73** | |
Fructose | 23.60 ± 0.45 | 5.14 ± 0.37 | 11.56 ± 0.46 | 2.90 ± 1.47 | 14.25 ± 1.87 | 0.86 ± 0.47 | −2.20** | −2.00** | −4.05** | |
Sucrose | 0.28 ± 0.09 | 0.33 ± 0.11 | 0.42 ± 0.32 | 0.20 ± 0.19 | 7.21 ± 0.57 | 0.05 ± 0.03 | 0.23 | −1.03 | −7.25** | |
Carboxylic acid | 4-Aminobutyric acid | 11.82 ± 0.96 | 3.47 ± 0.49 | 6.77 ± 0.49 | 2.00 ± 1.02 | 4.53 ± 0.22 | 1.21 ± 0.34 | −1.77** | −1.76** | −1.90** |
5-Aminovaleric acid | 0.50 ± 0.07 | 0.34 ± 0.15 | 0.52 ± 0.07 | 0.08 ± 0.04 | 0.39 ± 0.12 | 0.06 ± 0.03 | −0.55 | −2.66** | −2.72* | |
Galactonic acid | 1.99 ± 0.53 | 1.43 ± 0.26 | 1.40 ± 0.21 | 0.56 ± 0.35 | 3.50 ± 0.37 | 0.32 ± 0.17 | −0.48 | −1.34 | −3.47** | |
Saccharic acid | 0.21 ± 0.02 | 0.16 ± 0.02 | 0.16 ± 0.00 | 0.06 ± 0.01 | 0.20 ± 0.02 | 0.05 ± 0.01 | −0.44 | −1.44** | −1.94** | |
Threonic acid | 12.03 ± 0.57 | 7.04 ± 0.31 | 4.75 ± 0.51 | 1.26 ± 0.13 | 5.80 ± 0.69 | 0.79 ± 0.13 | −0.77* | −1.91* | −2.88** | |
4-Hydroxy-3-methoxybenzoic acid | 0.03 ± 0.00 | 0.01 ± 0.00 | 0.05 ± 0.01 | 0.02 ± 0.00 | 0.06 ± 0.01 | 0.01 ± 0.00 | −0.99** | −1.50* | −1.90** | |
Digalacturonic acid | 0.03 ± 0.00 | 0.03 ± 0.00 | 0.02 ± 0.00 | 0.01 ± 0.00 | 0.01 ± 0.00 | 0.01 ± 0.00 | 0.05 | −0.68* | −0.01 | |
Glycolic acid | 0.16 ± 0.03 | 0.25 ± 0.07 | 0.06 ± 0.01 | 0.04 ± 0.00 | 0.06 ± 0.01 | 0.04 ± 0.00 | 0.64 | −0.80** | −0.54* | |
Gluconic acid | 10.20 ± 1.17 | 36.88 ± 0.80 | 7.27 ± 0.72 | 12.53 ± 1.94 | 20.29 ± 1.05 | 6.10 ± 1.24 | 1.85** | 0.78 | −1.73** | |
Myristic Acid | 0.05 ± 0.00 | 0.06 ± 0.01 | 0.04 ± 0.00 | 0.05 ± 0.01 | 0.03 ± 0.00 | 0.05 ± 0.00 | 0.38 | 0.58 | 0.55* | |
Nucleic acid | Thymidine | 0.01 ± 0.00 | 0.01 ± 0.00 | 0.01 ± 0.00 | 0.02 ± 0.00 | 0.00 ± 0.00 | 0.01 ± 0.00 | 0.23 | 1.49** | 1.66** |
Thymine | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.03 ± 0.00 | 0.01 ± 0.00 | 0.02 ± 0.00 | −0.47 | 4.28** | 1.15** | |
Uracil | 0.52 ± 0.04 | 0.73 ± 0.06 | 0.48 ± 0.02 | 0.75 ± 0.03 | 0.51 ± 0.02 | 0.59 ± 0.04 | 0.48 | 0.66** | 0.20 | |
ROC | Tricetin | 0.02 ± 0.00 | 0.02 ± 0.00 | 0.01 ± 0.00 | 0.01 ± 0.00 | 0.01 ± 0.00 | 0.01 ± 0.00 | 0.11 | 0.00 | −0.96** |
5-Methoxytryptamine | 0.00 ± 0.00 | 0.18 ± 0.10 | 0.06 ± 0.00 | 0.01 ± 0.00 | 0.10 ± 0.00 | 0.03 ± 0.00 | 5.92** | −2.13** | −1.54** | |
Sitosterol | 0.02 ± 0.00 | 0.02 ± 0.00 | 0.01 ± 0.00 | 0.01 ± 0.00 | 0.02 ± 0.00 | 0.01 ± 0.00 | −0.05 | 0.92** | −0.67 | |
Salicylic acid | 0.02 ± 0.00 | 0.02 ± 0.00 | 0.01 ± 0.00 | 0.01 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.42* | −0.63* | −2.09** | |
Naringin | 0.02 ± 0.00 | 0.02 ± 0.00 | 0.00 ± 0.00 | 0.02 ± 0.00 | 0.01 ± 0.00 | 0.00 ± 0.00 | −0.07 | 3.93** | −0.64** | |
Hydroxylamine | 0.08 ± 0.00 | 0.05 ± 0.00 | 0.02 ± 0.00 | 0.02 ± 0.01 | 0.02 ± 0.01 | 0.01 ± 0.00 | −0.80** | 0.13 | −0.71 | |
Gallic acid | 0.49 ± 0.05 | 0.58 ± 0.06 | 0.44 ± 0.02 | 0.38 ± 0.04 | 0.14 ± 0.01 | 0.33 ± 0.02 | 0.24 | −0.21 | 1.19** | |
Fluorene | 0.00 ± 0.00 | 0.06 ± 0.00 | 0.00 ± 0.00 | 0.00 ± 0.00 | 0.02 ± 0.00 | 0.01 ± 0.01 | 4.29** | 1.58* | −1.15 |
The relative contents of metabolites are the means of data from four biological replicates using GC–MS. The fold changes was calculated using the formula . Values were presented as the mean ± standard deviation of four biological replicates. CK, control treatment; NS, neutral salt stress; AS, alkaline salt stress. W, wild soybean; S, semi-wild soybean; M, cultivated soybean.
Significant difference at p < 0.05.
Significant difference at p < 0.01.