Table 1. Distribution of markers in serum of Lung Cancer patients and Controls, and efficacy in classifying Lung Cancer.
Marker | Control/Case | Median | Range | p a | AUC (95% CI) b | |
---|---|---|---|---|---|---|
HB-EGF (pg/mL) | Control | 196.50 | 32.00–4661.00 | 0.154 | 0.585 (0.435–0.755) | |
Healthy | 174.50 | 65.00–1627.00 | ||||
Benign | 218.50 | 32.00–4661.00 | ||||
LC | 182.50 | 24.00–1823.00 | ||||
EGF (pg/mL) | Control | 340.82 | 98.01–1160.42 | <0.001 | 0.701 (0.525–0.853) | |
Healthy | 247.61 | 98.01–659.01 | ||||
Benign | 404.76 | 102.04–1160.42 | ||||
LC | 577.18 | 55.97–1176.89 | ||||
sEGFR (ng/mL) | Control | 34.13 | 20.82–49.57 | 0.037 | 0.619 (0.471–0.786) | |
Healthy | 30.42 | 20.82–47.70 | ||||
Benign | 37.82 | 25.13–49.57 | ||||
LC | 37.54 | 21.90–97.40 | ||||
sCD26 (ng/mL) | Control | 473.00 | 122.00–998.00 | <0.001 | 0.711 (0.453–0.865) | |
Healthy | 504.50 | 331.00–816.00 | ||||
Benign | 405.50 | 122.00–998.00 | ||||
LC | 358.50 | 136.00–1192.00 | ||||
VEGF (pg/mL) | Control | 542.70 | 39.73–2631.56 | 0.055 | 0.600 (0.449–0.769) | |
Healthy | 542.70 | 39.73–1178.40 | ||||
Benign | 541.29 | 124.94–2631.56 | ||||
LC | 619.99 | 81.54–1856.40 | ||||
CAL (ng/mL) | Control | 129.44 | 33.13–421.23 | <0.001 | 0.781 (0.627–0.916) | |
Healthy | 116.55 | 39.16–274.70 | ||||
Benign | 141.93 | 33.13–421.23 | ||||
LC | 221.21 | 48.33–482.89 |
a Mann-Whitney U (two-sided test).
b AUC based on out-of-bag predictions (models are fitted in the training sets with the 75% of the cases and are subsequently used for predicting the group membership of the 25% test cases). Average values and percentile 95% CI over 1000 repetitions are provided.