Research Article
An ALBI- and Ascites-Based Model to Predict Survival for BCLC Stage B Hepatocellular Carcinoma
Table 3
The comparison of the ALBI-AS based model versus other models for BCLC stage B HCC patients.
| Model | 1-yr AUROC | 2-yr AUROC | 3-yr AUROC | C-index (95% CI) | AIC |
| Training group | The present model | 0.73 | 0.69 | 0.67 | 0.68 (0.66–0.70) | 6216.3 | Up-to-seven | 0.62 | 0.63 | 0.62 | 0.59 (0.57–0.61) | 6290.2 | Four-and-seven | 0.65 | 0.63 | 0.62 | 0.62 (0.60–0.64) | 6298.8 | Six-and-twelve | 0.66 | 0.64 | 0.62 | 0.63 (0.61–0.65) | 5449.1 | BCLC-B substaging system | 0.60 | 0.59 | 0.59 | 0.59 (0.57–0.61) | 6308.9 | New BCLC-B substaging system | 0.61 | 0.60 | 0.59 | 0.59 (0.57–0.62) | 6320.8 | HAP | 0.60 | 0.59 | 0.58 | 0.58 (0.56–0.61) | 6351.1 | mHAP II | 0.56 | 0.56 | 0.55 | 0.55 (0.53–0.57) | 6357.3 | ALBI-TAE model | 0.67 | 0.65 | 0.64 | 0.64 (0.62–0.67) | 6283.5 |
| Internal validation group | The present model | 0.72 | 0.71 | 0.69 | 0.70 (0.67–0.74) | 2306.2 | Up-to-seven | 0.62 | 0.61 | 0.60 | 0.61 (0.59–0.63) | 2335.4 | Four-and-seven | 0.65 | 0.63 | 0.61 | 0.63 (0.59–0.66) | 2356.8 | Six-and-twelve | 0.64 | 0.64 | 0.63 | 0.63 (0.60–0.66) | 2339.3 | BCLC-B substaging system | 0.64 | 0.63 | 0.62 | 0.63 (0.59–0.66) | 2336.1 | New BCLC-B substaging system | 0.65 | 0.63 | 0.62 | 0.64 (0.60–0.67) | 2346.5 | HAP | 0.61 | 0.61 | 0.59 | 0.60 (0.56–0.63) | 2376.8 | mHAP II | 0.57 | 0.58 | 0.56 | 0.57 (0.54–0.60) | 2381.4 | ALBI-TAE model | 0.69 | 0.67 | 0.65 | 0.67 (0.63–0.70) | 2334.7 |
| External validation group | The present model | 0.71 | 0.70 | 0.68 | 0.67 (0.64–0.71) | 2056.6 | Up-to-seven | 0.61 | 0.60 | 0.59 | 0.59 (0.56–0.61) | 2090.2 | Four-and-seven | 0.68 | 0.66 | 0.65 | 0.65 (0.62–0.68) | 2074.3 | Six-and-twelve | 0.67 | 0.65 | 0.63 | 0.63 (0.60–0.66) | 2082.8 | BCLC-B substaging system | 0.63 | 0.61 | 0.60 | 0.61 (0.57–0.63) | 2091.1 | New BCLC-B substaging system | 0.66 | 0.64 | 0.63 | 0.63 (0.59–0.66) | 2078.7 | HAP | 0.60 | 0.59 | 0.59 | 0.59 (0.54–0.62) | 2107.3 | mHAP II | 0.57 | 0.57 | 0.56 | 0.56 (0.23–0.59) | 2106.7 | ALBI-TAE model | 0.67 | 0.66 | 0.65 | 0.64 (0.60–0.68) | 2081.9 |
|
|
AUROC, area under the receiver operating characteristics curves; CI, confidence interval; AIC, akaike information criterion.
|