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. 2019 Jun 20;10:382. doi: 10.3389/fendo.2019.00382

Table 3.

Analysis of salivary metabolite associations with obesity (first visit) for p ≤ 0.01 in predicting obesity (Mann-Whitney U-test).

Biochemical Super_Pathway Sub_Pathway p AUC
INCREASE
Nicotinate ribonucleoside Cofactors and Vitamins Nicotinate and Nicotinamide Metabolism 0.00007 0.73
Xanthosine Nucleotide Purine Metabolism, (Hypo)Xanthine/Inosine containing 0.004 0.67
Phenol sulfate Amino Acid Phenylalanine and Tyrosine Metabolism 0.004 0.67
Phosphoenolpyruvate (PEP) Carbohydrate Glycolysis, Gluconeogenesis, and Pyruvate Metabolism 0.006 0.66
DECREASE
Sulfate Xenobiotics Chemical 0.001 0.70
Caffeine Xenobiotics Xanthine metabolism 0.005 0.55
Ribitol Carbohydrate Pentose metabolism 0.01 0.55
Phenylacetate Amino Acid Phenylalanine and tyrosine metabolism 0.01 0.65
4-hydroxyphenylacetate Amino Acid Phenylalanine and tyrosine metabolism 0.01 0.65

The top four biochemicals (upper panel) all increased in obese children. Five biochemicals that significantly decreased in the saliva of obese children are listed in the lower panel.