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. 2020 Feb 10;11(9):2540–2551. doi: 10.7150/jca.37604

Table 1.

High frequency clinical metabolic biomarkers related to BC diagnosis

No. Metabolites Hits Changing Direction in BC
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1 Tyrosine 12 6 serum15, 27, plasma17, tissue18, saliva42, urine46 6 plasma9, 34, 41, serum14, 18, 23
2 Alanine 11 6 saliva11, 42, serum15, plasma21, 41, urine43 5 plasma9, 34, serum14, urine22, serum&plasma30
3 Glutamic acid 10 6 serum15, tissue16,18, plasma21, saliva17,42 4 plasma9, serum14, urine22, serum&plasma32
4 Valine 10 4 saliva11, 42, serum15, plasma21 6 plasma9, 17, 24, 34, serum14, urine22
5 Phenylalanine 9 5 serum15, tissue18, saliva26, 42, urine46 4 plasma9, 34, 41, serum18
6 Glutamine 9 4 saliva11, serum15,tissue18, serum&plasma32 5 plasma12, 17, 24, 41 serum14
7 Lysine 9 3 plasma17, 41, saliva42 6 plasma9, 12, 24, serum14, 23, 27
8 Isoleucine 8 4 saliva11, serum15, plasma21, urine43 4 serum14, plasma17, 34, serum&plasma32
9 Histidine 7 3 serum15, tissue18, saliva26 4 serum14, 23, 27, plasma41
10 Choline 7 3 saliva11, plasma12, tissue36 4 serum23, serum&plasma30, 32, plasma34
11 Glycine 6 4 serum15, tissue37, plasma41 , saliva42 2 urine22, serum&plasma30
12 Arginine 6 3 serum10, saliva11, plasma17 3 serum14, 15, plasma24
13 Asparagine 6 4 plasma13, serum15, serum&plasma32, urine43 2 plasma9, serum27
14 Proline 6 3 serum15, plasma41, saliva42 3 plasma13, serum14, 27
15 Serine 6 5 saliva11, 42, serum15, plasma21, 41 1 serum&plasma30
16 Creatine 6 3 tissue18, 37, urine43 3 serum18, plasma24, 34
17 Leucine 6 2 saliva11, urine43 4 plasma9, 34, serum14, urine22
18 Tryptophan 6 1 serum33 5 serum14, 18, 27, urine22, plasma41
19 Lactate 6 4 saliva11, plasma17, 21, tissue37 2 serum&plasma32, plasma34
20 Threonine 5 2 plasma41, saliva42 3 plasma9, serum14, urine22
21 Taurine 5 4 plasma13, 24, serum15, tissue37 1 saliva42
22 Glucose 5 2 plasma17, urine43 3 serum23, plasma34, tissue37
23 Aspartic acid 4 3 serum10, tissue16, saliva42 1 serum&plasma32
24 Stearic acid 4 4 plasma13, 21, 24, serum38
25 Ornithine 4 2 plasma41, saliva42 2 plasma9, serum14
26 Cysteine 4 2 serum15, serum&plasma32 2 urine22, serum27
27 Glycerophosphocholine 4 2 plasma12, tissue36 2 serum&plasma32, saliva42
28 Pyruvate 3 2 serum&plasma30, plasma34 1 serum18
29 Linoleic acid 3 3 plasma21, 24, serum38
30 Palmitic acid 3 3 plasma13, 21, serum38
31 Uracil 3 2 serum&plamsa32, urine43 1 urine22
32 Urea 3 2 urine43, 45 1 plasma8
33 Formate 3 1 urine43 2 serum10, plasma17