Case Control Study
Copyright ©The Author(s) 2016.
World J Gastroenterol. Apr 28, 2016; 22(16): 4168-4182
Published online Apr 28, 2016. doi: 10.3748/wjg.v22.i16.4168
Table 7 Final reduced disease logistic predictive models based on binary classifier with the most significant markers (achieved regression P < 0.05)
Final reduced model (with relevant terms)Best threshold
Disease vs Control(-11 + 6.83 × Prot + 0.00129 × sTNF + 0.283 × AFP)0.764
HCC vs LC(-11.3 + 7.38 × Prot + 0.00108 × sICAM + 0.2574 ×β-catenin + 0.01597 × AFP)0.655
HCC vs HCV[-11.91 + 3.222 × Prot + 0.001518 × sICAM + (6.481 × 10-4) × sTNF + 0.291 ×β-catenin + 0.0193 × AFP]0.712
HCC vs Non-HCC[-12.27 + 3.299 × Prot + 0.001548 × sICAM + (6.803 × 10-4) × sTNF + 0.2936 ×β-catenin + 0.0198 × AFP]0.378
HCV vs Control(-10.84 + 6.803 × Prot + 0.00126 × sTNF + 0.2783 × AFP)0.764
LC vs CHC[-10.16 + (-4.487) × Prot + 0.002086 × sICAM + 0.001858 × sTNF + (-0.2984) ×β-catenin + 0.02169 × AFP]0.582
CHC vs Control(-9.353476 + 6.63414 × Prot + 0.001111 × sTNF + 0.24604 × AFP)0.341
HCC vs CHC[-10.40 + 1.416 × Prot + 0.002024 × IL-8 + 0.004096 × sICAM + (4.251 × 10-4) × sTNF + 0.2567 ×β-catenin + 0.02442 × AFP]0.745