Table 1. Explorative LC–MS Metabolomic Analysis of 48 h Urine Collected from Mice Fed HF Casein, HF Whey, or LF Reference Dietsa.
ion count |
|||||||
---|---|---|---|---|---|---|---|
metabolite | m/z | RT | HF casein | HF whey | LF reference | change (%)b | pathwayc |
pyruvic acid | 87.007 | 3.5 | 62 ± 32B | 304 ± 29A | 141 ± 16B | 385 | 1–8, 10, 11, 15–24 |
citric acid | 191.020 | 3.6 | 9069 ± 3531B | 37231 ± 3936A | 17000 ± 815B | 311 | 1, 2 |
cis-aconitic acidd | 173.009 | 5.9 | 2077 ± 293B | 7625 ± 1525A | 4893 ± 409A | 267 | 1, 2 |
isocitric acide | 191.020 | 2.8 | 2480 ± 373B | 4085 ± 364A | 3139 ± 61AB | 65 | 1, 2 |
succinic acidd | 117.019 | 4.1 | 58 ± 13B | 921 ± 182A | 123 ± 11B | 1488 | 1, 2, 9, 11, 15, 16 |
citramalic acide | 147.030 | 3.2 | 209 ± 23B | 1323 ± 309A | 339 ± 34B | 533 | |
N-acetylglutamined | 187.071 | 3.1 | 468 ± 32B | 1052 ± 113A | 967 ± 49A | 124 | 26 |
N-acetyl-l-glutamic acid | 188.057 | 3.8 | 387 ± 59B | 740 ± 94A | 549 ± 26AB | 91 | 26, 27 |
hippuric acid | 178.051 | 10.8 | 3806 ± 218B | 2130 ± 128C | 7055 ± 201A | –44 | 10 |
4-OH-benzoic acid | 137.025 | 10.4 | 317 ± 20A | 232 ± 12B | 316 ± 8A | –27 | 10 |
p-OH-phenylacetic acid | 151.039 | 11.9 | 612 ± 35B | 439 ± 28C | 819 ± 27A | –28 | 10, 11 |
4-OH-phenyllactic acid | 181.051 | 9.4 | 10001 ± 918A | 5663 ± 947B | 7901 ± 429AB | –43 | 11 |
kynurenic acid | 188.036 | 11.0 | 900 ± 36C | 1475 ± 77A | 1216 ± 36B | 64 | 13 |
xanthurenic acid | 204.030 | 10.3 | 6685 ± 434B | 12368 ± 1520A | 6719 ± 212B | 85 | 13 |
glutaconic acid | 129.018 | 6.4 | 1452 ± 157C | 5101 ± 183A | 2858 ± 378B | 251 | 13, 25 |
orotic acidd | 155.008 | 3.5 | 163 ± 14C | 522 ± 68A | 293 ± 18B | 220 | 12 |
ureidopropionic acid | 131.045 | 3.0 | 176 ± 23B | 359 ± 61A | 311 ± 22AB | 103 | 5, 12, 13 |
3-furoic acid | 111.009 | 6.7 | 296 ± 46B | 1053 ± 157A | 689 ± 48A | 256 | |
4-sulfobenzyl alcohol | 187.007 | 20.6 | 94596 ± 7417A | 50780 ± 7844B | 76237 ± 1683A | –46 | |
p-cresol glucuronide | 283.083 | 12.2 | 14458 ± 1154A | 8382 ± 1686B | 15082 ± 491A | –42 | |
trans-aconitic acid | 173.009 | 5.1 | 212 ± 44B | 504 ± 50A | 479 ± 26A | 137 |
LC–MS data were obtained in negative mode, and mass to charge ratio (m/z) and retention times (RT) for the given metabolites are given. Ion counts are reported as mean ± SEM (n = 6–8, except for glutaconic acid, n = 3–7). Numbers with different capital letters across columns are significantly different, p < 0.05.
The change represents percent change in the HF Whey group relative to the HF casein group, with negative values for decrease and positive values for increase.
Numbers refer to metabolic pathways that the metabolites participate in 1, TCA cycle; 2, glyoxylate and dicarboxylate; 3, pyruvate; 4, glycolysis and gluconeogenesis; 5, pantothenate and CoA biosynthesis; 6, Val, Leu, Ile; 7, Cys, Met; 8, Gly, Ser, Thr; 9, propanoate; 10, Phe; 11, Tyr; 12, pyrimidines; 13, Trp; 14, purines; 15, butanoate; 16, Ala, Asp, and Glu; 17, taurine and hypotaurine; 18, vitamin B6; 19, ascorbate and aldarate; 20, pentose phosphate pathway; 21, pentose and glucuronate interconversions; 22, nicotinate and nicotinamide; 23, terpenoid backbone biosynthesis; 24, β-Ala; 25, Lys, OH-Lys; 26, Gln and Glu; 27, urea cycle; 28, Acyl-CoA and Gly. (−) Metabolites without known pathway annotation.
Fisher LSD test performed on log-transformed data.
Statistics by Kruskal–Wallis test.
Numbers with different capital letters (A-C) across columns are significantly different, P < 0.05.