Table 1.
Metabolite | Ion mode | ID level | Calibration set | Validation set | Regulation | ||||||||
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
m/z | rt | CV(QC) | Fold | VIP | p | Fold | VIP | pc | |||||
α-Hydroxybutyrate | Neg | 1 | 103.0403 | 94 | 4 | 1.23 | 1.41 | 0.00001 | 1.35 | 2.67 | 0.00468 | ↑ | |
2-Hydroxy-3-methylbutyrate | Neg | 1 | 117.0557 | 206 | 3 | 1.10 | 0.82 | 0.03013 | 1.01 | 0.26 | 0.49282 | ↑ | |
Acylcarnitine | Pos | 3 | 356.2796 | 415 | 8 | 0.88 | n.a.b | 0.04638 | 0.95 | 0.51 | 0.31398 | ↓ | |
Adenosine | Pos | 1 | 268.1045 | 132 | 3 | 0.69 | 1.24 | 0.05063 | 0.83 | 1.76 | 0.01896 | ↓ | |
Adenosine | Neg | 1 | 266.0891 | 129 | 3 | 0.69 | 1.13 | 0.06785 | 0.82 | 2.16 | 0.02949 | ↓ | |
Decenoylcarnitine (C10:1)e | Pos | 2 | 314.2326 | 382 | 6 | 0.78 | 0.89 | 0.01355 | 0.75 | 2.12 | 0.02433 | ↓ | |
Decenoylcarnitine (C10:1)e | Pos | 2 | 314.2327 | 390 | 11 | 0.82 | 0.96 | 0.03235 | 0.78 | 2.21 | 0.01782 | ↓ | |
Dodecenoylcarnitine (C12:1) | Pos | 2 | 342.2640 | 408 | 20 | 0.80 | 1.01 | 0.02076 | 0.80 | 1.92 | 0.02481 | ↓ | |
Decanoylcarnitine (C10) | Pos | 1 | 316.2490 | 398 | 4 | 0.80 | 1.00 | 0.04788 | 0.80 | 1.78 | 0.03529 | ↓ | |
Dimethylnonanoylcarnitine (C11)d | Pos | 2 | 330.2640 | 404 | 12 | 0.80 | 0.96 | 0.02821 | 0.91 | 1.42 | 0.11149 | ↓ | |
Dodecanoylcarnitine (C12) | Pos | 1 | 344.2800 | 416 | 4 | 0.76 | 0.98 | 0.03012 | 0.83 | 1.46 | 0.04310 | ↓ | |
Hypoxanthine | Pos | 1 | 137.0458 | 48 | 4 | 0.80 | 1.01 | 0.10417 | 0.80 | 1.93 | 0.03704 | ↓ | |
Dipeptide (Leu/Ile)f | Pos | 2 | 245.1859 | 246 | 8 | 0.77 | 1.45 | 0.10772 | 0.92 | 0.93 | 0.26577 | ↓ | |
Pantothenate | Pos | 1 | 220.1177 | 201 | 7 | 1.09a | n.a.b | 0.02044 | 1.06 | 0.53 | 0.33357 | ↑ | |
Propionylcarnitine (C3) | Pos | 1 | 218.1387 | 121 | 4 | 0.93a | n.a.b | 0.04318 | 0.92 | 0.60 | 0.05926 | ↓ | |
Sphinganine 1-phosphate | Pos | 1 | 382.2721 | 450 | 4 | 0.80 | 1.10 | 0.22922 | 0.90 | 1.45 | 0.21910 | ↓ | |
Sphingosine 1-phosphate | Pos | 1 | 380.2567 | 442 | 2 | 0.87 | 1.06 | 0.28048 | 0.92 | 1.15 | 0.22508 | ↓ | |
Succinyladenosine | Neg | 1 | 382.0999 | 201 | 11 | 1.13 | n.a.b | 0.02228 | 1.03 | 0.24 | 0.66725 | ↑ | |
Tetradecadienoylcarnitine (C14:2)e | Pos | 2 | 368.2797 | 414 | 8 | 0.78 | 0.87 | 0.03150 | 0.75 | 1.85 | 0.01766 | ↓ | |
Tetradecenoylcarnitine (C14:1)e | Pos | 2 | 370.2957 | 424 | 4 | 0.80 | 1.02 | 0.03436 | 0.76 | 1.60 | 0.01148 | ↓ | |
UMP | Neg | 1 | 323.0282 | 32 | 8 | 0.77 | 1.08 | 0.19633 | 0.83 | 1.64 | 0.19899 | ↓ |
The ionization mode, level of identification (ID), mass to charge ratio (m/z), retention time (RT/s), coefficient of variation in quality control samples [CV(QC)], fold change, VIP score and p value for the two datasets are listed. Arrows indicate the direction of regulation when comparing plasma collected after the RIC intervention to plasma collected before
aPantothenate and propionylcarnitine have been included due to biochemical relevance even though they are slightly less regulated than the inclusion criteria
bThe corresponding feature was removed in the optimized OPLS-DA model due to a lack of importance
cStatistics in validation data based on single analysis of each sample
dAlternatively another less common C11 acylcarnitine isomer
ePositional isomer not known
fIsomer not known