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. 2017 Feb 28;16(4):1646–1658. doi: 10.1021/acs.jproteome.6b01003

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
a

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.