Table 2.
No. | Identified potential biomarker | Related metabolism | Concentration | Fc | Sig.c | p valued | |||
---|---|---|---|---|---|---|---|---|---|
Control | Disease modelb | DS modelb | Con. VS DM | Con. VS DSM | |||||
1 | Leukotriene E3 | Arachidonic acid metabolism | 34.54 ± 5.67 | 14.81 ± 6.44↓ | 7.94 ± 2.27↓ | 81.62 | 1.23 × 10−12 | 2.52 × 10−8 | 2.33 × 10−8 |
2 | 15(S)-Hydroxyeicosatrienoic acid | γ-Linolenic acid metabolism | 124.22 ± 14.73 | 101.64 ± 29.31↓ | 44.29 ± 7.87↓ | 53.00 | 2.07 × 10−10 | 2.27 × 10−2 | 2.37 × 10−8 |
3 | LysoPE (20:1) | Glycerophospholipid metabolism | 14.93 ± 4.49 | 1.78 ± 0.82↓ | 5.80 ± 1.40↓ | 63.35 | 2.61 × 10−11 | 2.33 × 10−8 | 4.16 × 10−8 |
4 | Tyrosyl-histidine | Tyrosine metabolism | 16.88 ± 1.46 | 21.01 ± 2.26↑ | 29.40 ± 3.92↑ | 56.02 | 1.10 × 10−10 | 5.56 × 10−3 | 2.34 × 10−8 |
5 | Glutaminyl-glutamate | Glutamate metabolism | 17.29 ± 1.19 | 21.12 ± 3.58↑ | 27.65 ± 3.60↑ | 32.61 | 3.79 × 10−8 | 1.67 × 10−2 | 4.25 × 10−8 |
6 | Sphingosine 1-phosphate | Sphingolipid metabolism | 34.68 ± 6.52 | 43.28 ± 5.38↑ | 52.80 ± 12.55↑ | 11.01 | 2.78 × 10−4 | 1.45 × 10−2 | 1.22 × 10−4 |
7 | Docosahexaenoic acid | α-Linolenic acid metabolism | 215.29 ± 21.48 | 288.42 ± 37.48↑ | 283.26 ± 32.33↑ | 17.50 | 1.04 × 10−5 | 2.59 × 10−5 | 3.96 × 10−5 |
8 | 8,11,14-eicosatrienoyl ethanolamide | α-Linolenic acid metabolism | 26.96 ± 6.69 | 41.47 ± 9.72↑ | 46.69 ± 9.00↑ | 15.01 | 3.35 × 10−5 | 1.42 × 10−3 | 1.84 × 10−5 |
9 | 11b-PGF2α | Arachidonic acid metabolism | 26.17 ± 7.08 | 43.35 ± 11.74↑ | 41.89 ± 8.64↑ | 10.71 | 3.29 × 10−4 | 5.52 × 10−4 | 9.03 × 10−4 |
10 | Palmitoleic acid | Fatty Acid Biosynthesis | 57.01 ± 11.35 | 94.07 ± 18.91↑ | 85.33 ± 23.24↑ | 10.66 | 3.38 × 10−4 | 2.65 × 10−4 | 2.87 × 10−3 |
11 | Cholic acid | Bile Acid Biosynthesis | 39.07 ± 12.93 | 144.96 ± 31.70↑ | 166.96 ± 26.46↑ | 78.00 | 2.14 × 10−12 | 2.38 × 10−8 | 2.33 × 10−8 |
12 | Arachidonic acid | Arachidonic acid metabolism | 35.62 ± 3.81 | 30.06 ± 8.90↓ | 16.72 ± 5.57↓ | 25.73 | 3.74 × 10−7 | 1.09 × 10−1 | 2.96 × 10−7 |
13 | Eicosapentaenoic acid | Α-Linolenic acid metabolism | 245.94 ± 56.43 | 153.10 ± 39.18↓ | 122.45 ± 39.35↓ | 21.35 | 1.99 × 10−6 | 1.58 × 10−4 | 1.18 × 10−6 |
14 | 9-HODE | Linoleic acid metabolism | 35.18 ± 1.40 | 35.76 ± 7.15 | 21.41 ± 4.15↓ | 32.27 | 4.22 × 10−8 | 9.47 × 10−1 | 4.88 × 10−7 |
15 | Phytosphingosine | Sphingolipid metabolism | 461.18 ± 55.03 | 403.14 ± 35.19↓ | 180.93 ± 66.80↓ | 81.25 | 1.30 × 10−12 | 4.57 × 10−1 | 2.33 × 10−8 |
16 | LysoPC (16:0) | Glycerophospholipid metabolism | 13.97 ± 5.31 | 16.45 ± 2.99↑ | 22.59 ± 9.59↑ | 4.73 | 1.67 × 10−2 | 6.29 × 10−1 | 1.16 × 10−2 |
17 | LysoPE (18:1) | Glycerophospholipid metabolism | 10.57 ± 1.24 | 4.47 ± 1.97↓ | 4.01 ± 1.27↓ | 60.62 | 4.38 × 10−11 | 2.47 × 10−8 | 2.34 × 10−8 |
18 | LysoPC (15:0) | Glycerophospholipid metabolism | 42.71 ± 5.02 | 29.30 ± 8.41↓ | 17.36 ± 10.69↓ | 23.96 | 7.20 × 10−7 | 2.88 × 10−3 | 2.84 × 10−7 |
19 | Tri-N-acetyl chitotriose | Amino sugar metabolism | 52.54 ± 10.38 | 38.94 ± 7.02↓ | 23.61 ± 4.99↓ | 39.54 | 5.20 × 10−9 | 7.98 × 10−4 | 2.52 × 10−8 |
20 | 17β-Estradiol glucuronide | Steroid hormone biosynthesis | 41.38 ± 11.24 | 30.78 ± 6.30↓ | 17.92 ± 3.17↓ | 27.42 | 2.06 × 10−7 | 6.56 × 10−3 | 1.04 × 10−7 |
aMetabolites were confirmed by t R and m/z with authentic chemicals. bCompared with control group. “↑” indicates a higher level of metabolites, whereas “↓” represents a lower level of metabolites. All data are represented the intensity values of metabolites. cThe value of F and Sig. was obtained from a one-way ANOVA. The F value is the ratio of the variance between the groups and the variance in the group. F value greater than 1 and Sig. less than 0.05 means the differences between groups were statistically significant. d p values were calculated from the Dunnett test in multivariate statistical analysis.