Table 2.
Validation of predictive models using internal and external (GSE6791) testing datasets
| Area Under the Curve
|
|||
|---|---|---|---|
| Model with Gene Name & Affymetrix Probe Set ID | Model from Logistic Regression | Own Testing | GSE6791 Testing |
| Model 1 | |||
| LAMC2, 207517_at | |||
| COL4A1, 211980_at | 7.8739*LAMC2+7.6269*COL4A1 | 0.99792 | 0.97619 |
| Model 2 | |||
| COL1A1, 202310_s_at | |||
| PADI1, 220962_s_at | 2.4377*COL1A1-2.8841*PADI1 | 0.99167 | 0.97789 |
| Model 3 | |||
| C21orf81, 241233_x_ | -2.1042* C21orf81 | 0.98540 | 0.97450 |
| Model 4 | |||
| KRT17, 205157_s_at | |||
| PRSS3, 213421_x_at | 2.5638* KRT17-2.4506* PRSS3 | 0.97710 | 0.97450 |
| Model 5 | |||
| COL1A2, 202404 | |||
| EST, 230740_at | 1.9345* COL1A2-1.5931*230740_at | 0.98960 | 0.95920 |
| Model 6 | |||
| COL1A1, 202311_s_at | |||
| XLKD1, 220037_s_at | 2.2372*COL1A1-1.3377* XLKD1 | 0.99170 | 0.95070 |
| Model 7 | |||
| THY1, 208851_s_at | |||
| FLJ522671, 220149_at | |||
| HAS3, 223541_at | 2.4643* THY1-1.6340* FLJ522671 +1.5310* HAS3 | 0.99790 | 0.96260 |
| Model 8 | |||
| POSTN, 1555778_a_at | |||
| TIA2, 221898_at | 1.4909* POSTN+1.8340* TIA2 | 0.98960 | 0.90820 |
| Model 9 | |||
| MGC40368, 1553861_at | |||
| GIP3, 204415_at | |||
| COL27A1, 225288_at | -2.2659* MGC40368+1.0718* GIP3+1.7854* COL27A1 | 0.97290 | 0.95410 |
| Model 10 | |||
| CDH3, 203256_at | |||
| ELOVL6, 210868_s_at | 1.9861*CDH3-2.1743*ELOVL6 | 0.99380 | 0.89800 |