Table 2. Metabolites Quantified by DI–nESI–MS Differing in USA (positive correlation) and Japanese (negative correlation) Populations and Their Association with Covariates Gender, Age, and BMIa.
country |
gender |
BMI |
age |
|||||
---|---|---|---|---|---|---|---|---|
metabolite | β | p value | β | p value | β | p value | β | p value |
hydroxycinnamic acid (isomers) | 0.004 | 5.05 × 10–1 | 0.048 | 1.22 × 10–18 | –0.002 | 6.64 × 10–5 | 0.005 | 4.42 × 10–19 |
ascorbic acid | 0.564 | 4.85 × 10–94 | 0.337 | 2.78 × 10–49 | –0.007 | 1.17 × 10–3 | 0.013 | 1.05 × 10–9 |
benzoic acid | 0.062 | 2.48 × 10–2 | 0.228 | 2.40 × 10–22 | –0.020 | 2.94 × 10–17 | 0.014 | 4.73 × 10–11 |
caffeic acid | 0.019 | 1.26 × 10–20 | 0.024 | 8.69 × 10–43 | –0.002 | 9.36 × 10–25. | 0.001 | 2.22 × 10–8 |
cholic acid | –0.026 | 2.91 × 10–11 | 0.010 | 2.97 × 10–3 | 0.0004 | 2.22 × 10–1 | 0.001 | 1.16 × 10–4 |
citric acid | 0.246 | 4.91 × 10–29 | 0.521 | 1.17 × 10–156 | –0.009 | 2.70 × 10–7 | 0.006 | 1.35 × 10–3 |
daidzein | –0.014 | 5.24 × 10–34 | 0.007 | 5.03 × 10–14 | –0.0003 | 3.42 × 10–3 | 0.000 | 1.22 × 10–3 |
deoxycholic acid | 0.007 | 2.97 × 10–12 | 0.009 | 6.98 × 10–30 | –0.0004 | 4.91 × 10–6 | 0.000 | 3.51 × 10–8 |
fumaric acid | 0.115 | 7.69 × 10–26 | 0.071 | 1.82 × 10–14 | –0.001 | 5.41 × 10–1 | 0.004 | 8.98 × 10–6 |
genistein | –0.008 | 3.89 × 10–20 | 0.003 | 7.02 × 10–4 | –0.0001 | 1.34 × 10–1 | 0.000 | 1.15 × 10–1 |
glutamic acid | 0.014 | 2.36 × 10–1 | 0.210 | 5.27 × 10–95 | –0.003 | 7.35 × 10–4 | 0.008 | 2.05 × 10–19 |
glycocholic acid | –0.007 | 8.38 × 10–12 | 0.010 | 2.88 × 10–28 | –0.0003 | 4.41 × 10–4 | 0.000 | 4.29 × 10–1 |
glycodeoxycholic acid | –0.004 | 1.18 × 10–5 | 0.007 | 6.71 × 10–25 | –0.0001 | 6.79 × 10–2 | 0.000 | 1.56 × 10–2 |
hippuric acid | 0.643 | 1.48 × 10–84 | 0.306 | 6.08 × 10–29 | –0.020 | 2.25 × 10–13 | 0.013 | 5.79 × 10–7 |
homovanillic acid | 0.013 | 4.17 × 10–1 | 0.235 | 9.74 × 10–65 | –0.014 | 1.54 × 10–25 | 0.011 | 2.75 × 10–17 |
indoxyl sulfate | 0.056 | 8.83 × 10–5 | 0.173 | 1.26 × 10–44 | –0.003 | 4.65 × 10–3 | 0.004 | 9.62 × 10–4 |
isovalerylglycine | –0.084 | 4.39 × 10–47 | 0.093 | 1.19 × 10–78 | –0.004 | 8.28 × 10–14 | 0.002 | 3.10 × 10–5 |
2-oxoglutaric acid | –0.206 | 1.70 × 10–33 | 0.342 | 4.97 × 10–116 | 0.002 | 2.31 × 10–1 | 0.005 | 1.69 × 10–4 |
ketoleucine | 0.107 | 1.64 × 10–15 | 0.122 | 2.20 × 10–26 | –0.005 | 1.08 × 10–5 | 0.007 | 4.21 × 10–10 |
leucine | 0.011 | 5.58 × 10–1 | 0.256 | 4.11 × 10–56 | –0.007 | 3.45 × 10–5 | 0.012 | 6.48 × 10–17 |
N-acetylneuraminic acid | 0.058 | 6.00 × 10–11 | 0.157 | 1.29 × 10–92 | 0.001 | 1.79 × 10–1 | 0.006 | 2.97 × 10–17 |
phenylacetylglutamine | 0.186 | 2.82 × 10–15 | 0.287 | 9.39 × 10–46 | –0.007 | 3.81 × 10–4 | 0.012 | 6.03 × 10–10 |
saccharin | 0.084 | 6.52 × 10–4 | 0.086 | 3.37 × 10–5 | 0.006 | 3.47 × 10–3 | 0.001 | 6.55 × 10–1 |
succinic acid | 0.155 | 7.44 × 10–28 | 0.235 | 2.85 × 10–82 | 0.001 | 4.09 × 10–1 | 0.007 | 2.81 × 10–10 |
vanillylmandelic acid | 0.180 | 2.83 × 10–57 | 0.175 | 7.92 × 10–74 | –0.008 | 1.53 × 10–15 | 0.008 | 3.86 × 10–20 |
p-cresol sulfate | 0.737 | 6.48 × 10–55 | 0.560 | 7.73 × 10–45 | –0.020 | 3.18 × 10–7 | 0.015 | 3.07 × 10–5 |
phenylalanine | 0.011 | 1.48 × 10–4 | 0.033 | 1.04 × 10–41 | –0.001 | 4.15 × 10–3 | 0.001 | 2.96 × 10–7 |
acetylcarnitine | 0.004 | 6.89 × 10–1 | 0.003 | 7.02 × 10–1 | 0.001 | 4.93 × 10–1 | –0.001 | 1.47 × 10–1 |
carnitine | –0.008 | 6.01 × 10–1 | 0.019 | 1.55 × 10–1 | 0.002 | 9.40 × 10–2 | 0.001 | 6.00 × 10–1 |
cotinine | –0.016 | 6.94 × 10–7 | –0.017 | 8.52 × 10–10 | –0.001 | 1.57 × 10–7 | 0.000 | 7.08 × 10–1 |
creatine | –0.126 | 7.74 × 10–9 | 0.498 | 1.36 × 10–145 | –0.006 | 6.33 × 10–4 | 0.012 | 1.77 × 10–12 |
creatinine | –0.142 | 2.15 × 10–40 | –0.156 | 2.63 × 10–65 | 0.008 | 6.29 × 10–19 | –0.008 | 5.47 × 10–24 |
kynurenine | 0.073 | 7.82 × 10–7 | 0.122 | 7.58 × 10–22 | –0.003 | 6.69 × 10–3 | 0.007 | 2.19 × 10–10 |
nicotine | 0.021 | 2.31 × 10–3 | –0.008 | 1.89 × 10–1 | –0.001 | 2.15 × 10–1 | 0.001 | 3.92 × 10–2 |
nicotinic acid | –0.239 | 3.79 × 10–47 | 0.092 | 4.08 × 10–11 | –0.003 | 4.97 × 10–2 | 0.000 | 7.96 × 10–1 |
phenylacetic acid | –0.002 | 3.03 × 10–1 | 0.006 | 3.52 × 10–6 | 0.000 | 4.00 × 10–2 | 0.000 | 8.74 × 10–2 |
phenylethylamine | 0.125 | 8.68 × 10–9 | 0.110 | 2.31 × 10–9 | –0.008 | 4.85 × 10–6 | 0.009 | 4.87 × 10–7 |
proline betaine | 0.201 | 7.99 × 10–9 | 0.148 | 5.12 × 10–7 | –0.014 | 1.95 × 10–6 | 0.015 | 1.16 × 10–7 |
tyramine | –0.035 | 1.22 × 10–1 | 0.129 | 1.15 × 10–11 | –0.008 | 4.41 × 10–5 | 0.007 | 1.06 × 10–4 |
Correlation coefficients (β) and p values are listed for all metabolites. The correlation of metabolites with each variable is calculated by linear regression with other variables fixed.