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. 2022 Mar 31;12:5441. doi: 10.1038/s41598-022-09108-w

Table 3.

Partial least squares discriminant analysis (PLS-DA) variable importance of projection (VIP) values showing which of the 42 metabolites were more important for the distinction between animals fed RC and GS.

Metabolites VIP
2-Hydroxyvalerate 1.77
Propionate 1.59
Valerate 1.56
Butyrate 1.46
Acetate 1.46
Benzoate 1.32
3-Phenylpropionate 1.30
Isoleucine 1.28
Dimethylamine 1.15
Aspartate 1.15
3-Hydroxyphenylacetate 1.09
Isovalerate 1.09
Isobutyrate 1.09
Phenylacetate 1.02
Valine 1.02
Glutamate 1.01
Acetamide 0.97
Leucine 0.96
Xanthine 0.95
Succinate 0.93
Malonate 0.91
Trimethylamine 0.91
Glucose 0.89
Acetoacetate 0.88
1,3-Dihydroxyacetone 0.88
Formate 0.86
Ethanol 0.86
Fructose 0.82
Alanine 0.78
Alloisoleucine 0.77
Fumarate 0.75
Maltose 0.73
Creatine 0.72
Uracil 0.72
Choline 0.68
Methanol 0.67
Lactate 0.60
Caffeine 0.48
Glycine 0.46
Methylamine 0.40
Betaine 0.31
Creatinine 0.16