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. 2018 Mar 5;5:47. doi: 10.3389/fmed.2018.00047

Table 1.

Correlation between all standardized metabolite datasets investigated in this study.

Data source Pairwise conditions Days R of standardized data
Glucose Lactate Glutamine Glutamate Ammonia
Off-line CuBiAn/LC-MS 1–9 0.968 0.979 0.944 0.777 N/A

Chemometrics Chemometrics/LC-MS 1–9 0.975 0.983 0.937 0.766 N/A
Chemometrics/CuBiAn 1–10 0.987 0.986 0.922 0.829 0.936

Raman univariate predictors Best positively correlated/LCMS 1–9 0.971 0.952 0.839 0.845 N/A
Best positively correlated/LCMS 2–9 0.970 0.944 0.926 0.835 N/A
Best positively correlated/CuBiAn 1–10 0.958 0.673 0.654 0.177 0.935
Best positively correlated/CuBiAn 2–10 0.956 0.701 0.899 0.173 0.931

Overall means 0.97 0.89 0.87 0.63 0.93

The datasets consisted of off-line CuBiAn bioanalyzer data for glucose, lactate, glutamine, glutamate, and ammonia collected daily over 10 days.

Bold numbers indicate the strongest correlation among all pairwise analyses for each analyte. The underlines numbers indicate the highest correlations obtained using the blind univariate approach.