Table 2.
Performance of selected metabolites among HC, CC and RC groups
| HC versus CC | HC versus RC | CC versus RC | |||||||
|---|---|---|---|---|---|---|---|---|---|
| Training set | Ten-fold cross validation | Test set | Training set | Ten-fold cross validation | Test set | Training set | Ten-fold cross validation | Test set | |
| AUC (95%CI) | 0.9543(0.9274–0.9813) | 0.9373(0.8988–0.9759) | 0.9173(0.8274–1.0000) | 0.9168(0.8800–0.9536) | 0.9027(0.8567–0.9487) | 0.8566(0.7447–0.9685) | 0.8221(0.7590–0.8852) | 0.8005(0.7342–0.8668) | 0.8182(0.6894–0.9470) |
| Sensitivity | 0.8642 | 0.8395 | 0.9000 | 0.7614 | 0.8068 | 0.8182 | 0.7159 | 0.7273 | 0.8636 |
| Specificity | 0.9340 | 0.9057 | 0.8462 | 0.9151 | 0.8491 | 0.8077 | 0.8272 | 0.8025 | 0.8000 |
| Accuracy | 0.9037 | 0.8717 | 0.8478 | 0.8402 | 0.8247 | 0.8125 | 0.7633 | 0.7574 | 0.8095 |
| Kappa statistic | 0.8028 | 0.7371 | 0.6922 | 0.6735 | 0.6458 | 0.6237 | 0.5286 | 0.5161 | 0.6182 |
| P-value for kappa statistic | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 | < 0.0001 |
HC, healthy control; CC, colon cancer; RC, rectal cancer; AUC, area under receiver-operating characteristic curve; CI, confidence interval.