Table 2. Plasma Differential Metabolites in PC Patients Compared to Controls in the CT and SH Groups.
CT set |
SH set |
||||||||
---|---|---|---|---|---|---|---|---|---|
compound | class | VIPa | FCb | pc | adjusted pd | VIPa | FCb | pc | adjusted pd |
urea | aliphatic acyclic compounds | 1.8 | 0.73 | 6.31 × 10–8 | 6.68 × 10–7 | 2.03 | 0.75 | 4.51 × 10–9 | 5.96 × 10–8 |
choline | aliphatic acyclic compounds | 1.5 | 0.87 | 1.20 × 10–5 | 5.88 × 10–5 | 1.79 | 0.82 | 5.41 × 10–8 | 5.11 × 10–7 |
methylguanidine | aliphatic acyclic compounds | 1.66 | 1.35 | 1.67 × 10–5 | 6.91 × 10–5 | 1.35 | 1.36 | 1.08 × 10–4 | 3.97 × 10–4 |
creatinine | aliphatic heteromonocyclic compounds | 2.07 | 0.73 | 5.36 × 10–9 | 1.36 × 10–7 | 1.37 | 0.8 | 1.23 × 10–4 | 4.31 × 10–4 |
3-amino-2-piperidone | aliphatic heteromonocyclic compounds | 1.9 | 0.77 | 1.35 × 10–7 | 1.14 × 10–6 | 1.49 | 0.75 | 1.19 × 10–5 | 6.05 × 10–5 |
2-aminobutyric acid | amino acids | 2.13 | 0.72 | 7.98 × 10–9 | 1.69 × 10–7 | 1.04 | 1.21 | 6.52 × 10–3 | 1.35 × 10–2 |
betaine | amino acids | 2.36 | 0.79 | 6.90 × 10–13 | 2.19 × 10–11 | 1.54 | 0.88 | 5.66 × 10–6 | 3.25 × 10–5 |
valine | amino acids | 2 | 0.79 | 2.02 × 10–8 | 3.67 × 10–7 | 1.08 | 0.86 | 1.07 × 10–3 | 2.73 × 10–3 |
2,4-diaminobutyric acid | amino acids | 2.42 | 0.8 | 1.28 × 10–13 | 5.42 × 10–12 | 1.74 | 0.87 | 3.09 × 10–7 | 2.27 × 10–6 |
glutamine | amino acids | 1.31 | 0.84 | 3.21 × 10–3 | 6.79 × 10–3 | 1.57 | 0.73 | 1.16 × 10–5 | 6.05 × 10–5 |
tryptophan | amino acids | 1.62 | 0.85 | 1.67 × 10–5 | 6.91 × 10–5 | 1.61 | 0.85 | 5.24 × 10–6 | 3.15 × 10–5 |
proline | amino acids | 1 | 0.87 | 2.13 × 10–2 | 3.26 × 10–2 | 1.94 | 0.72 | 5.31 × 10–9 | 6.39 × 10–8 |
glutamate | amino acids | 1.52 | 1.66 | 4.91 × 10–6 | 2.81 × 10–5 | 1.9 | 1.63 | 1.65 × 10–7 | 1.46 × 10–6 |
N-acetylglutamine | amino acids | 1.84 | 2.33 | 7.16 × 10–7 | 5.35 × 10–6 | 1.23 | 1.29 | 9.23 × 10–4 | 2.40 × 10–3 |
indoleacetic acid | aromatic heteropolycyclic compounds | 1.71 | 0.76 | 1.16 × 10–6 | 7.39 × 10–6 | 1.42 | 0.8 | 1.41 × 10–4 | 4.55 × 10–4 |
1,3,7-trimethyluric acid | aromatic heteropolycyclic compounds | 1.5 | 0.79 | 2.94 × 10–5 | 1.13 × 10–4 | 1.59 | 0.55 | 7.70 × 10–6 | 4.25 × 10–5 |
uric acid | aromatic heteropolycyclic compounds | 1.34 | 0.81 | 2.03 × 10–5 | 8.07 × 10–5 | 2.21 | 0.73 | 3.57 × 10–10 | 6.75 × 10–9 |
indoleacrylic acid | aromatic heteropolycyclic compounds | 1.48 | 0.85 | 4.65 × 10–5 | 1.60 × 10–4 | 1.47 | 0.86 | 3.87 × 10–5 | 1.65 × 10–4 |
adenine | aromatic heteropolycyclic compounds | 1.18 | 0.85 | 1.30 × 10–4 | 3.74 × 10–4 | 1.15 | 0.85 | 5.27 × 10–4 | 1.42 × 10–3 |
monoisobutyl phthalic acid | aromatic homomonocyclic compounds | 1.62 | 0.39 | 5.08 × 10–6 | 2.81 × 10–5 | 1.49 | 0.64 | 4.08 × 10–5 | 1.69 × 10–4 |
2,5-dihydroxybenzoic acid | aromatic homomonocyclic compounds | 1.49 | 0.61 | 1.43 × 10–4 | 3.94 × 10–4 | 2.41 | 0.38 | 5.70 × 10–12 | 1.89 × 10–10 |
2-hydroxycinnamic acid | aromatic homomonocyclic compounds | 1.23 | 0.85 | 4.92 × 10–5 | 1.64 × 10–4 | 1.17 | 0.88 | 4.42 × 10–4 | 1.24 × 10–3 |
1,5-anhydro-d-glucitol | carbohydrates | 2.74 | 0.5 | 1.75 × 10–16 | 2.22 × 10–14 | 1.69 | 0.64 | 1.97 × 10–6 | 1.30 × 10–5 |
talopyranose | carbohydrates | 1.21 | 1.57 | 1.71 × 10–3 | 4.10 × 10–3 | 2.21 | 1.89 | 1.12 × 10–10 | 2.46 × 10–9 |
propionylcarnitine | lipids | 2.56 | 0.64 | 6.56 × 10–14 | 4.17 × 10–12 | 2.42 | 0.68 | 4.96 × 10–13 | 2.19 × 10–11 |
LysoPC(14:0) | lipids | 1.58 | 0.74 | 7.19 × 10–6 | 3.81 × 10–5 | 2.3 | 0.57 | 2.00 × 10–11 | 5.30 × 10–10 |
galactitol | lipids | 1.26 | 0.85 | 4.26 × 10–5 | 1.56 × 10–4 | 1.19 | 0.86 | 2.21 × 10–4 | 6.64 × 10–4 |
glycocholic acid | lipids | 1.16 | 3.65 | 2.14 × 10–3 | 4.87 × 10–3 | 1.12 | 7.35 | 1.70 × 10–3 | 4.09 × 10–3 |
nicotinic acid mononucleotide | nucleosides | 1.85 | 0.76 | 4.35 × 10–8 | 5.52 × 10–7 | 1.88 | 0.62 | 2.11 × 10–7 | 1.64 × 10–6 |
2-oxoglutaric acid | organic acids | 1.58 | 1.89 | 1.57 × 10–5 | 6.91 × 10–5 | 1.42 | 2.05 | 8.94 × 10–5 | 3.38 × 10–4 |
2-methyl-3-oxopropanoic acid | organic acids | 1.85 | 1.84 | 1.35 × 10–7 | 1.14 × 10–6 | 1.59 | 1.77 | 1.44 × 10–5 | 6.81 × 10–5 |
Variable importance in the projection (VIP) was obtained from OPLS-DA with a threshold of 1.0.
Fold change (FC) was obtained by comparing those metabolites in the PC group to the control group; FC with a value >1 indicates a relatively higher concentration present in the PC group, whereas a value <1 indicates a relatively lower concentration compared to the control group.
p values from Student’s t-test.
Adjusted for multiple comparison based on FDR.34