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. 2019 Sep 19;10:2159. doi: 10.3389/fmicb.2019.02159

TABLE 6.

Chemical taxonomy of metabolites most strongly influencing discrimination by the partial least squares discriminate analysis (PLS-DA) that were upregulated and downregulated in feces at birth in heifer calves born to cows offered a control diet (CON, n = 13) supplemented with ethyl-cellulose rumen-protected methionine (MET, n = 13; Mepron® at 0.09% of diet DM; Evonik Nutrition & Care GmbH, Germany) compared with heifer calves born to cows offered a control diet (CON, n = 13) during the last 28 days of pregnancy, following the conditions of VIP > 1.0 and |p-(corr)| ≥ 0.5.

Name Chemical taxonomy
Super class Sub class
Increased in MET 3,4-Dihydroxyphenylglycol Benzenoids Benzenediols
2,5-Dichlorophenol Benzenoids Halobenzenes
Phosphatidylcholine Lipids and lipid-like molecules Glycerophosphocholines
Glycerol 3-phosphate Lipids and lipid-like molecules Glycerophosphates
Prostaglandin E2 Lipids and lipid-like molecules Eicosanoids
Epiandrosterone Lipids and lipid-like molecules Androstane steroids
Sphinganine 1-phosphate Lipids and lipid-like molecules Phosphosphingolipids
Flavin mononucleotide Nucleosides, nucleotides, and analogues Flavin nucleotides
Cytidylic acid Nucleosides, nucleotides, and analogues Pyrimidine ribonucleotides
Sphingoid Organic nitrogen compounds Amines
Glucuronide Organic oxygen compounds Carbohydrates and carbohydrate conjugates
D-Erythrose 4-phosphate Organic oxygen compounds Carbohydrates and carbohydrate conjugates
Epimelibiose Organic oxygen compounds Carbohydrates and carbohydrate conjugates
Riboflavin Organoheterocyclic compounds Alloxazines and isoalloxazines
Ascorbic acid Organoheterocyclic compounds Furanones
Decreased in MET Pyrogallic acid Benzenoids Phenols and derivatives
Phenylglyoxylic acid Benzenoids Benzoyl derivatives
Squalene Lipids and lipid-like molecules Triterpenoids
Linoleic acid Lipids and lipid-like molecules Lineolic acids and derivatives
Desoxycortone Lipids and lipid-like molecules Hydroxysteroids
9,10-DHOME Lipids and lipid-like molecules Fatty acids and conjugates
Ceramide Lipids and lipid-like molecules Ceramides
Estradiol-17beta 3-glucuronide Lipids and lipid-like molecules Steroidal glycosides
Gamolenic acid Lipids and lipid-like molecules Lineolic acids and derivatives
13-OxoODE Lipids and lipid-like molecules Lineolic acids and derivatives
Uridine Nucleosides, nucleotides, and analogues Pyrimidine nucleosides
Guanosine triphosphate Nucleosides, nucleotides, and analogs Purine ribonucleotides
Cyclic AMP Nucleosides, nucleotides, and analogues Cyclic purine nucleotides
Cysteinylglycine Organic acids and derivatives Amino acids, peptides, and analogues
Naringenin Phenylpropanoids and polyketides Flavans