Table 5. Results of the ROC Curve Analysis to Evaluate the Added Values of CEST Indices with GMV for the Group Classifications.
ROI | AUC | P | Combined AUC | P |
---|---|---|---|---|
Amide | ||||
AC | 0.505 | 0.96 | 0.95 | < 0.001 |
Hippocampus | 0.526 | 0.788 | 0.964 | < 0.001 |
Parahippo | 0.514 | 0.882 | 0.959 | < 0.001 |
Pons | 0.577 | 0.405 | 0.770 | 0.006 |
Precuneus | 0.567 | 0.472 | 0.888 | < 0.001 |
Putamen | 0.522 | 0.821 | 0.778 | 0.002 |
Amine | ||||
AC | 0.707 | 0.018 | 0.940 | < 0.001 |
Hippocampus | 0.700 | 0.028 | 0.955 | < 0.001 |
Parahippo | 0.718 | 0.019 | 0.959 | < 0.001 |
Pons | 0.737 | 0.004 | 0.801 | 0.001 |
Precuneus | 0.544 | 0.636 | 0.888 | < 0.001 |
Putamen | 0.627 | 0.183 | 0.825 | < 0.001 |
OH | ||||
AC | 0.717 | 0.010 | 0.967 | < 0.001 |
Hippocampus | 0.679 | 0.049 | 0.955 | < 0.001 |
Parahippo | 0.648 | 0.121 | 0.959 | < 0.001 |
Pons | 0.541 | 0.668 | 0.744 | 0.003 |
Precuneus | 0.525 | 0.796 | 0.876 | < 0.001 |
Putamen | 0.586 | 0.368 | 0.811 | < 0.001 |
Water DWS | ||||
AC | 0.756 | < 0.001 | 0.976 | < 0.001 |
Hippocampus | 0.696 | 0.023 | 0.967 | < 0.001 |
Parahippo | 0.684 | 0.032 | 0.969 | < 0.001 |
Pons | 0.556 | 0.540 | 0.730 | 0.005 |
Precuneus | 0.533 | 0.717 | 0.885 | < 0.001 |
Putamen | 0.645 | 0.113 | 0.833 | < 0.001 |
MT | ||||
AC | 0.522 | 0.818 | 0.964 | < 0.001 |
Hippocampus | 0.678 | 0.036 | 0.959 | < 0.001 |
Parahippo | 0.678 | 0.035 | 0.962 | < 0.001 |
Pons | 0.525 | 0.787 | 0.737 | 0.003 |
Precuneus | 0.507 | 0.939 | 0.880 | < 0.001 |
0.638 | 0.122 | 0.842 | < 0.001 | |
NOE | ||||
AC | 0.575 | 0.409 | 0.945 | < 0.001 |
Hippocampus | 0.681 | 0.035 | 0.952 | < 0.001 |
Parahippo | 0.669 | 0.056 | 0.955 | < 0.001 |
Pons | 0.563 | 0.488 | 0.739 | 0.003 |
Precuneus | 0.537 | 0.692 | 0.892 | < 0.001 |
Putamen | 0.657 | 0.074 | 0.830 | < 0.001 |
Base | ||||
AC | 0.627 | 0.161 | 0.967 | < 0.001 |
Hippocampus | 0.697 | 0.018 | 0.957 | < 0.001 |
Parahippo | 0.695 | 0.019 | 0.976 | < 0.001 |
Pons | 0.547 | 0.614 | 0.737 | 0.003 |
Precuneus | 0.554 | 0.561 | 0.892 | < 0.001 |
Putamen | 0.689 | 0.026 | 0.837 | < 0.001 |
MTRasym 1 ppm | ||||
AC | 0.632 | 0.142 | 0.967 | < 0.001 |
Hippocampus | 0.617 | 0.2037 | 0.959 | < 0.001 |
Parahippo | 0.629 | 0.154 | 0.959 | < 0.001 |
Pons | 0.644 | 0.1142 | 0.794 | < 0.001 |
Precuneus | 0.536 | 0.699 | 0.876 | < 0.001 |
Putamen | 0.524 | 0.8052 | 0.799 | < 0.001 |
MTRasym 2 ppm | ||||
AC | 0.682 | 0.034 | 0.981 | < 0.001 |
Hippocampus | 0.656 | 0.096 | 0.955 | < 0.001 |
Parahippo | 0.612 | 0.22 | 0.962 | < 0.001 |
Pons | 0.642 | 0.106 | 0.780 | < 0.001 |
Precuneus | 0.62 | 0.194 | 0.88 | < 0.001 |
Putamen | 0.683 | 0.045 | 0.852 | < 0.001 |
MTRasym 3 ppm | ||||
AC | 0.667 | 0.055 | 0.957 | < 0.001 |
Hippocampus | 0.708 | 0.015 | 0.957 | < 0.001 |
Parahippo | 0.658 | 0.073 | 0.969 | < 0.001 |
Pons | 0.593 | 0.327 | 0.792 | 0.001 |
Precuneus | 0.586 | 0.355 | 0.880 | < 0.001 |
Putamen | 0.677 | 0.04 | 0.821 | < 0.001 |
MTRasym 3.5 ppm | ||||
AC | 0.76 | < 0.001 | 0.962 | < 0.001 |
Hippocampus | 0.672 | 0.059 | 0.959 | < 0.001 |
Parahippo | 0.586 | 0.372 | 0.964 | < 0.001 |
Pons | 0.557 | 0.547 | 0.734 | 0.004 |
Precuneus | 0.605 | 0.25 | 0.888 | < 0.001 |
Putamen | 0.703 | 0.014 | 0.825 | < 0.001 |
Combined AUC, AUC value by both CEST index and GMV. AC = anterior cingulate, AUC = area under the ROC curve, CEST = chemical exchange saturation transfer, DWS = direct water saturation, GMV = gray matter volume, MT = magnetization transfer, MTRasym = magnetization transfer ratio asymmetry, NOE = nuclear overhauser effect, OH = hydroxyl, Parahippo = parahippocampal gyrus, ROC = receiver operating characteristic, ROI = region-of-interest