TABLE 2.
Putative identification of serum metabolites according to onset of liver cirrhosis (LC) in the subjects with normal liver function.
m/z [M+H]† [M−H]‡ | Molecular formula | Putatively identified metabolites | VIP | t-test | Cohen’s d | Change trend | |
P | q | ||||||
75.009 | C2H4O3 | Glycolic acid‡ | 7.885 | 3.109E-13 | 1.112E-11 | –0.821 | ↓ |
132.101 | C6H13NO2 | L-Leucine† | 3.513 | 0.876 | 0.267 | 0.018 | ↑ |
159.065 | C7H10O4 | Succinylacetone† | 2.072 | 1.352E-11 | 3.242E-10 | 2.097 | ↑ |
166.086 | C9H11NO2 | L-Phenylalanine† | 3.803 | 0.033 | 0.023 | 0.257 | ↑ |
182.081 | C9H11NO3 | L-Tyrosine† | 2.486 | 0.004 | 0.004 | 0.340 | ↑ |
188.070 | C11H9NO2 | Indoleacrylic acid† | 1.861 | 6.461E-07 | 2.931E-06 | 0.601 | ↑ |
205.096 | C11H12N2O2 | L-Tryptophan† | 4.394 | 1.210E-06 | 5.017E-06 | 0.615 | ↑ |
227.202 | C14H28O2 | Myristic acid‡ | 2.385 | 0.026 | 0.019 | –0.259 | ↓ |
247.153 | C12H22O5 | 3-Hydroxydodecanedioic acid† | 1.961 | 0.123 | 0.067 | –0.172 | ↓ |
253.216 | C16H30O2 | Palmitoleic acid‡ | 2.869 | 0.096 | 0.056 | –0.202 | ↓ |
255.233 | C16H32O2 | Palmitic acid‡ | 9.512 | 0.070 | 0.043 | 0.236 | ↑ |
275.185 | C14H26O5 | 3-Hydroxytetradecanedioic acid† | 2.186 | 0.037 | 0.025 | –0.222 | ↓ |
279.231 | C18H30O2 | α-Linolenic acid† | 3.423 | 5.897E-06 | 1.877E-05 | –0.493 | ↓ |
279.233 | C18H32O2 | Linoleic acid‡ | 8.057 | 1.383E-05 | 3.805E-05 | –0.511 | ↓ |
281.249 | C18H34O2 | Oleic acid‡ | 7.365 | 0.037 | 0.025 | –0.240 | ↓ |
283.264 | C18H36O2 | Stearic acid‡ | 3.644 | 0.803 | 0.250 | 0.030 | ↑ |
295.226 | C18H30O3 | 9-HOTE† | 2.010 | 0.001 | 0.001 | –0.355 | ↓ |
295.227 | C18H32O3 | 13S-Hydroxyoctadecadienoic acid‡ | 2.400 | 1.167E-05 | 3.326E-05 | –0.477 | ↓ |
301.215 | C20H28O2 | 9-cis-Retinoic acid† | 3.109 | 1.842E-06 | 7.158E-06 | –0.521 | ↓ |
303.231 | C20H30O2 | Eicosapentaenoic acid† | 3.694 | 2.079E-05 | 5.311E-05 | –0.466 | ↓ |
303.232 | C20H32O2 | Arachidonic acid‡ | 4.486 | 0.497 | 0.172 | –0.078 | ↓ |
305.247 | C20H34O2 | 11,14,17-Eicosatrienoic acid‡ | 1.945 | 0.980 | 0.290 | 0.003 | ↑ |
317.211 | C20H30O3 | 5-HEPE‡ | 1.809 | 6.711E-07 | 3.021E-06 | –0.542 | ↓ |
319.227 | C20H32O3 | 5-HETE‡ | 3.039 | 7.857E-08 | 4.986E-07 | –0.589 | ↓ |
327.232 | C22H32O2 | Docosahexaenoic acid‡ | 4.894 | 0.143 | 0.075 | –0.173 | ↓ |
329.248 | C22H34O2 | Docosapentaenoic acid‡ | 1.906 | 0.186 | 0.090 | –0.158 | ↓ |
335.222 | C20H32O4 | Leukotriene B4‡ | 1.745 | 1.943E-04 | 3.412E-04 | –0.404 | ↓ |
343.227 | C22H32O3 | 17-HdoHE‡ | 3.320 | 7.074E-08 | 4.587E-07 | –0.594 | ↓ |
367.157 | C19H28O5S | Dehydroepiandrosterone sulfate‡ | 1.847 | 6.909E-04 | 9.100E-04 | –0.394 | ↓ |
400.341 | C23H45NO4 | L-Palmitoylcarnitine† | 1.618 | 6.438E-04 | 8.624E-04 | 0.518 | ↑ |
409.236 | C19H39O7P | LPA (16:0)‡ | 6.033 | 0.006 | 0.005 | –0.325 | ↓ |
426.356 | C25H47NO4 | Oleoylcarnitine† | 2.161 | 4.898E-04 | 7.053E-04 | 0.498 | ↑ |
433.236 | C21H39O7P | LPA (18:2)‡ | 2.276 | 0.997 | 0.293 | −4.360E-4 | ↓ |
435.251 | C21H41O7P | LPA (18:1)‡ | 3.459 | 6.726E-06 | 2.097E-05 | –0.550 | ↓ |
436.283 | C21H44NO6P | PE (P-16:0e)‡ | 1.814 | 1.873E-05 | 4.878E-05 | –0.467 | ↓ |
468.307 | C22H46NO7P | LysoPC (14:0)† | 1.765 | 0.127 | 0.069 | 0.195 | ↑ |
480.343 | C24H50NO6P | LysoPC (P-16:0)† | 2.471 | 0.404 | 0.146 | 0.116 | ↑ |
494.322 | C24H48NO7P | LysoPC (16:1)† | 2.040 | 0.760 | 0.240 | 0.037 | ↑ |
496.338 | C24H50NO7P | LysoPC (16:0)† | 6.143 | 0.007 | 0.006 | 0.351 | ↑ |
510.353 | C25H52NO7P | LysoPC (17:0)† | 1.781 | 0.429 | 0.153 | 0.106 | ↑ |
518.322 | C26H48NO7P | LysoPC (18:3)† | 1.620 | 0.361 | 0.134 | –0.102 | ↓ |
520.338 | C26H50NO7P | LysoPC (18:2)† | 3.481 | 0.023 | 0.017 | 0.298 | ↑ |
522.353 | C26H52NO7P | LysoPC (18:1)† | 2.949 | 0.281 | 0.116 | 0.137 | ↑ |
524.369 | C26H54NO7P | LysoPC (18:0)† | 3.716 | 0.838 | 0.259 | 0.027 | ↑ |
544.338 | C28H50NO7P | LysoPC (20:4)† | 1.512 | 0.170 | 0.085 | 0.175 | ↑ |
568.337 | C30H50NO7P | LysoPC (22:6)† | 1.831 | 0.039 | 0.026 | 0.303 | ↑ |
†Metabolites obtained by ESI-positive ion mode (M/Z [M+H]). †Metabolites obtained by ESI-negative ion mode (M/Z [M-H]). VIP is variable important in the projection. P-values derived from an independent t-test between groups; control group (n = 180) and LC group (n = 94). q-Value is adjusted p-value that controls the false discovery rate (FDR). Cohen’s d is an effect size for the comparison between two means; difference between two means divided by a pooled standard deviation; it is defined as “small, d = 0.20,” “medium, d = 0.50,” and “large, d = 0.80,” Change trend is determined by a comparison of the metabolites’ peak intensities in the LC group with those in the control group.