Table 3. Related metabolites and their metabolic pathway.
No. | Mass | RT | Column | Formula | Metabolite | Related pathway | S vs Ra |
S vs S+KCZb |
R vs R+KCZc |
S+KCZ vs R+KCZd |
||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
Trend | FC | Trend | FC | Trend | FC | Trend | FC | |||||||
intracellular | ||||||||||||||
1 | 155.0695 | 0.74 | LC | C6H9N3O2 | Histidinee | Amino acid metabolism | —— | ↓*** | 0.4 | ↓*** | 0.5 | —— | ||
2 | 117.0426 | 0.89 | LC | C4H7NO3 | L-Aspartate-4-semi aldehydefg | Amino acid metabolism | ↑*** | 2.0 | —— | —— | —— | |||
3 | 257.1028 | 0.96 | LC | C8H20NO6P | Glycerophosphocholineeg | Phospholipid metabolism | ↑** | 2.0 | ↑*** | 4.3 | ↑*** | 3.9 | ↑*** | 1.8 |
4 | 149.0510 | 1.24 | LC | C5H11NO2S | Methionineeg | Amino acid metabolism | —— | ↓*** | 0.4 | ↓*** | 0.2 | —— | ||
5 | 307.0838 | 1.24 | LC | C10H17N3O6S | Glutathioneeg | Glutathione metabolism | —— | —— | ↑*** | 2.8 | ↑*** | 2.2 | ||
6 | 136.0385 | 1.24 | LC | C5H4N4O | Hypoxanthineeg | Purine metabolism | —— | —— | —— | ↑*** | 2.4 | |||
7 | 192.0270 | 1.25 | LC | C6H8O7 | Citratee | Citrate cycle | —— | ↓*** | 0.1 | ↓*** | 0.2 | ↑*** | 2.7 | |
8 | 146.0215 | 1.25 | LC | C5H6O5 | 2-Oxoglutaratee | Citrate cycle | ↑** | 1.6 | ↑*** | 3.0 | ↑*** | 2.0 | —— | |
9 | 244.0695 | 1.25 | LC | C9H12N2O6 | Uridinee | Pyrimidine metabolism | —— | —— | ↓*** | 0.2 | —— | |||
10 | 137.0477 | 1.66 | LC | C7H7NO2 | N-Methyl nicotinatefg | Nicotinate metabolism | ↓*** | 0.2 | —— | —— | —— | |||
11 | 219.1107 | 3.01 | LC | C9H17NO5 | Pantothenic acideg | Vitamin metabolism | —— | ↑*** | 3.2 | ↑*** | 2.0 | —— | ||
12 | 177.0460 | 4.02 | LC | C6H11NO3S | N-Formylmethioninefg | Amino acid metabolism | —— | ↓*** | 0.2 | ↓*** | 0.2 | —— | ||
13 | 135.0545 | 4.19 | LC | C5H5N5 | Adeninee | Purine metabolism | ↑** | 1.7 | —— | —— | ↑** | 2.1 | ||
14 | 224.0797 | 4.61 | LC | C10H12N2O4 | 3-Hydroxy-kynu reninefg | Tryptophan metabolism | —— | —— | ↑*** | 5.5 | ↑*** | 3.7 | ||
15 | 180.0899 | 4.62 | LC | C9H12N2O2 | 5-Hydroxy-kynu renaminefg | Tryptophan metabolism | —— | —— | —— | ↑*** | 2.0 | |||
16 | 397.2593 | 9.85 | LC | C18H40NO6P | Phytosphingosine-1-Pe | Sphingolipid metabolism | ↑*** | 1.5 | —— | —— | ↑* | 1.5 | ||
17 | 493.3168 | 10.36 | LC | C24H48NO7P | LysoPC(16:1)e | Phospholipid metabolism | ↑** | 1.7 | ↑** | 2.6 | ↑*** | 2.1 | —— | |
18 | 477.2855 | 10.71 | LC | C23H44NO7P | LysoPE(18:2)f | Phospholipid metabolism | —— | ↑*** | 3.6 | ↑*** | 2.8 | —— | ||
19 | 519.3325 | 10.78 | LC | C26H50NO7P | LysoPC(18:2)f | Phospholipid metabolism | —— | ↑*** | 2.5 | ↑*** | 2.0 | —— | ||
20 | 495.3325 | 11.03 | LC | C24H50NO7P | LysoPC(16:0)eg | Phospholipid metabolism | —— | ↑*** | 7.8 | ↑*** | 4.5 | —— | ||
21 | 453.2855 | 11.20 | LC | C21H44NO7P | LysoPE(16:0)eg | Phospholipid metabolism | —— | ↑*** | 10.2 | ↑*** | 8.3 | —— | ||
22 | 479.3012 | 11.43 | LC | C23H46NO7P | LysoPE(18:1)f | Phospholipid metabolism | —— | ↑*** | 3.5 | ↑*** | 3.4 | —— | ||
23 | 521.3481 | 11.49 | LC | C26H52NO7P | LysoPC(18:1)f | Phospholipid metabolism | —— | ↑*** | 2.6 | ↑*** | 1.9 | —— | ||
24 | 481.3168 | 12.42 | LC | C23H48NO7P | LysoPE(18:0)eg | Phospholipid metabolism | —— | ↑*** | 17.1 | —— | —— | |||
25 | 523.3638 | 12.48 | LC | C26H54NO7P | LysoPC(18:0)e | Phospholipid metabolism | —— | ↑*** | 4.3 | ↑*** | 4.1 | —— | ||
26 | 278.2246 | 13.28 | LC | C18H30O2 | γ-Linoleic acidfg | Fatty acid metabolism | —— | ↑*** | 9.6 | ↑*** | 6.2 | —— | ||
27 | 511.4964 | 13.50 | LC | C32H65NO3 | Cer(d18:0/14:0)f | Sphingolipid metabolism | ↑* | 1.9 | —— | —— | —— | |||
28 | 280.2402 | 13.88 | LC | C18H32O2 | Linoleic acideg | Fatty acid metabolism | —— | ↑*** | 4.0 | ↑*** | 3.5 | —— | ||
29 | 282.2559 | 14.58 | LC | C18H34O2 | Oleatee | Fatty acid metabolism | —— | ↑*** | 4.3 | ↑*** | 4.3 | —— | ||
30 | 103.0633 | 7.08 | GC | C4H9NO2 | N,N-Dimethyl glycine | Amino acid metabolism | ↓* | 0.7 | ↑*** | 4.4 | ↑** | 5.6 | —— | |
31 | 90.0317 | 9.23 | GC | C3H6O3 | Lactate | Citrate cycle | ↑* | 1.4 | —— | —— | ↓** | 0.6 | ||
32 | 90.0550 | 10.63 | GC | C3H7NO2 | Alanine | Amino acid metabolism | —— | ↑* | 2.4 | ↑*** | 3.3 | —— | ||
33 | 131.0946 | 12.43 | GC | C6H13NO2 | Leucine | Amino acid metabolism | —— | ↑*** | 13.2 | —— | —— | |||
34 | 117.0790 | 14.43 | GC | C5H11NO2 | Valine | Amino acid metabolism | —— | ↑*** | 6.9 | ↑*** | 7.2 | —— | ||
35 | 97.9769 | 16.50 | GC | H3PO4 | Phosphateg | Energy metabolism | —— | ↑** | 2.9 | —— | —— | |||
36 | 92.0473 | 16.57 | GC | C3H8O3 | Glycerolg | Stress response | ↓* | 0.7 | ↑*** | 3.2 | ↑*** | 4.7 | ↑* | 1.4 |
37 | 115.0633 | 17.20 | GC | C5H9NO2 | Proline | Amino acid metabolism | ↓* | 0.8 | ↑*** | 4.6 | ↑*** | 1.8 | —— | |
38 | 75.0320 | 17.51 | GC | C2H5NO2 | Glycine | Amino acid metabolism | —— | ↑** | 1.5 | ↑*** | 1.5 | —— | ||
39 | 90.0317 | 17.89 | GC | C3H6O3 | Succinateg | Citrate cycle | —— | ↑*** | 2.5 | ↑*** | 3.8 | —— | ||
40 | 105.0426 | 19.36 | GC | C3H7NO3 | Serine | Amino acid metabolism | ↑* | 1.4 | ↑** | 3.8 | —— | —— | ||
41 | 133.0375 | 24.43 | GC | C4H7NO4 | Aspartate | Amino acid metabolism | ↓** | 0.7 | ↑*** | 11.2 | ↑*** | 13.5 | —— | |
42 | 103.0633 | 24.64 | GC | C4H9NO2 | γ-Aminobutryic acidg | Citrate cycle | —— | ↑*** | 23.5 | ↑*** | 47.7 | ↑*** | 2.1 | |
43 | 146.0691 | 27.43 | GC | C5H10N2O3 | Glutamineg | Amino acid metabolism | ↓*** | 0.6 | ↑*** | 1.9 | ↑*** | 3.9 | ↑* | 1.3 |
44 | 152.0685 | 30.29 | GC | C5H12O5 | Arabitol | Stress response | —— | ↑*** | 3.5 | ↑*** | 5.5 | —— | ||
45 | 152.0685 | 30.29 | GC | C5H12O5 | Ribitolg | Pentose phosphate metabolism | ↓** | 0.6 | ↑*** | 3.2 | ↑*** | 5.5 | —— | |
46 | 172.0137 | 31.35 | GC | C3H9O6P | Glycerophosphate | Phospholipid metabolism | —— | ↑*** | 50.8 | ↑*** | 68.9 | —— | ||
47 | 188.1161 | 33.56 | GC | C8H16N2O3 | N-Acetyl-L-lysineg | Amino acid metabolism | —— | ↑*** | 8.2 | ↑*** | 18.1 | ↑* | 1.5 | |
48 | 180.0634 | 39.33 | GC | C6H12O6 | Inositolg | Inositol phosphate metabolism | —— | —— | —— | ↓* | 0.7 | |||
extracellular | ||||||||||||||
49 | 202.2157 | 0.59 | LC | C10H26N4 | Sperminee | Spermine metabolism | ↑** | 1.4 | ↓*** | 0.8 | —— | ↓* | 0.7 | |
50 | 152.0685 | 0.78 | LC | C5H12O5 | Ribitole | Pentose phosphate metabolism | ↓** | 0.8 | —— | —— | ↓* | 0.8 | ||
51 | 180.0634 | 0.78 | LC | C6H12O6 | Glucosee | Energy metabolism | —— | ↑** | 1.1 | —— | —— | |||
52 | 120.0436 | 0.79 | LC | C5H4N4 | Purinee | Purine metabolism | —— | ↓** | 1.3 | —— | —— | |||
53 | 268.0808 | 0.85 | LC | C10H12N4O5 | Inosinee | Purine metabolism | ↑* | 1.2 | ↑** | 1.2 | ↑*** | 1.1 | —— | |
54 | 117.0790 | 0.86 | LC | C5H11NO2 | Valineeg | Amino acid metabolism | ↓*** | 0.6 | —— | —— | ↓*** | 0.6 | ||
55 | 175.0481 | 0.95 | LC | C6H9NO5 | N-Acetyl-aspartic acidf | Amino acid metabolism | ↓* | 0.8 | —— | —— | —— | |||
56 | 192.0270 | 1.10 | LC | C6H8O7 | Citratee | Citrate cycle | ↑** | 1.6 | ↓** | 0.6 | ↓*** | 0.5 | —— | |
57 | 134.0579 | 1.15 | LC | C5H10O4 | 2-Deoxy-Ribosef | Pentose phosphate metabolism | ↑** | 1.3 | —— | —— | ↑* | 1.8 | ||
58 | 181.0739 | 1.27 | LC | C9H11NO3 | Tyrosinee | Amino acid metabolism | —— | ↑** | 1.2 | ↑*** | 1.1 | —— | ||
59 | 152.0797 | 1.34 | LC | C4H12N2O4 | succinatee | Citrate cycle | ↑*** | 1.3 | —— | —— | ↑*** | 1.2 | ||
60 | 131.0946 | 1.40 | LC | C6H13NO2 | Leucineeg | Amino acid metabolism | —— | —— | ↓*** | 0.9 | ↓* | 0.8 | ||
61 | 165.0790 | 2.44 | LC | C9H11NO2 | Phenylalaninee | Amino acid metabolism | —— | —— | ↑* | 1.2 | —— | |||
62 | 204.0899 | 4.29 | LC | C11H12N2O2 | Tryptophane | Tryptophan metabolism | —— | —— | ↑** | 1.2 | —— | |||
63 | 317.2930 | 8.69 | LC | C18H39NO3 | Phytosphingosinee | Sphingolipid metabolism | —— | ↑* | 1.9 | —— | —— | |||
64 | 271.2511 | 8.91 | LC | C16H33NO2 | Sphingosinef | Sphingolipid metabolism | ↑* | 1.6 | ↑* | 2.5 | —— | —— | ||
65 | 301.2981 | 9.66 | LC | C18H39NO2 | Sphinganinee | Sphingolipid metabolism | —— | ↑** | 2.7 | —— | —— |
Abbreviations: RT, retention time; LysoPC, lysophosphatidylcholine; LysoPE, lysophosphatidylethanolamine; Cer, ceramide
a The trend and fold change (FC) of relative amounts of the R group compared to the S group;(↑): up-regulated. (↓): down-regulated. (* p<0.05; ** p <0.01; ***p< 0.001).
b The trend and fold change of relative amounts of the S+KCZ group compared to the S group
c The trend and fold change of relative amounts of the R+KCZ group compared to the R group
d The trend and fold change of relative amounts of the R+KCZ group compared to the S+KCZ group.
e Metabolites validated with standard sample
f Metabolites putatively annotated by library searching
g Metabolites of the interaction.