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. Author manuscript; available in PMC: 2017 Apr 1.
Published in final edited form as: J Proteome Res. 2016 Mar 16;15(4):1333–1341. doi: 10.1021/acs.jproteome.6b00076

Table 3.

Summary of Metabolomics Analysis

Canonical Pathways p-value Overlap

tRNA Charging 5.20 × 10−7 20.9 % (9/43)
Alanine Degradation III 6.23 × 10−5 75.0 % (3/4)
Alanine Biosynthesis II 6.23 × 10−5 75.0 % (3/4)
Glutamate Degradation II 3.01 × 10−4 50.0 % (3/6)
Renal Cell Carcinoma Signaling 6.50 × 10−4 100.0 % (2/2)
Diseases and Bio Functions p-value Metabolites

Cancer 4.81 × 10−2 - 1.09 × 10−7 13
Gastrointestinal Disease 4.81 × 10−2 - 1.09 × 10−7 14
Hepatic System Disease 4.81 × 10−2 - 1.09 × 10−7 9
Organismal Injury and Abnormalities 4.95 × 10−2 - 1.09 × 10−7 18
Metabolic Disease 4.81 × 10−2 - 2.33 × 10−4 11
Molecular and Cellular Functions p-value Metabolites

Cellular Growth and Proliferation 4.81 × 10−2 - 7.00 × 10−6 10
Small Molecule Biochemistry 4.95 × 10−2 - 3.91 × 10−6 21
Cellular Function and Maintenance 4.95 × 10−2 - 2.71 × 10−6 16
Amino Acid Metabolism 4.81 × 10−2 - 3.91 × 10−6 12
Carbohydrate Metabolism 4.81 × 10−2 - 2.71 × 10−5 11
Toxicology Functions
Clinical Chemistry and Hematology p-value Metabolites

Increased Levels of Albumin 4.36 × 10−6 - 4.36 × 10−6 5
Increased Levels of LDH 4.21 × 10−1 - 9.40 × 10−2 3
Increased Levels of Alkaline Phosphatase 4.81 × 10−2 - 4.81 × 10−2 1
Increased Levels of Blood Urea Nitrogen 9.40 × 10−2 - 9.40 × 10−2 1
Increased Levels of ALT 1.16 × 10−1 - 1.16 × 10−1 1
Nephrotoxicity p-value Metabolites

Renal Damage 4.81 × 10−2 - 2.56 × 10−3 4
Kidney Failure 4.36 × 10−1 - 4.95 × 10−2 3
Renal Degeneration 2.44 × 10−2 - 2.44 × 10−2 1
Renal Tubule Injury 4.81 × 10−2 - 4.81 × 10−2 1
Nephrosis 9.40 × 10−2 - 9.40 × 10−2 1
Top molecules Fold change

D-mannose ⇑ 3.205
acetyl-L-carnitine ⇑ 2.524
D-pantothenic acid ⇑ 1.913
fumaric acid ⇑ 1.883
malic acid ⇑ 1.881
pyruvic acid ⇑ 1.717
L-aspartic acid ⇑ 1.559
glycerol ⇑ 1.485
L-tryptophan ⇑ 1.445
L-methionine ⇑ 1.404