Table 1 Baseline characteristics of the model development and test sets.
Clinical characteristics | Model development set | Test set | |||||
---|---|---|---|---|---|---|---|
HCC (n = 471) | Healthy controls (n = 397) | P | HCC (n = 164) | At-risk group (n = 28) | Healthy controls (n = 164) | P | |
Age (years) | 62 (19–88) | 62 (33–85) | 0.94 | 61 (35–86) | 58 (53–69) | 60 (53–79) | 0.37 |
Male, No. (%) | 365 (77.5) | 304 (76.6) | 0.75 | 123 (75.0) | 24 (85.71) | 123 (75.0) | 0.49 |
Etiology, No. (%) | |||||||
  HBV | 356 (75.58) |  |  | 88 (53.66) |  |  |  |
  HCV | 30 (6.37) |  |  | 9 (5.49) |  |  |  |
  HBV and HCV coinfection | 6 (1.27) |  |  | 3 (1.83) |  |  |  |
  Alcohol | 36 (7.64) |  |  | 16 (9.76) |  |  |  |
  NASH | 13 (2.76) |  |  | 1 (0.61) |  |  |  |
  Others | 30 (6.37) |  |  | 47 (28.66) |  |  |  |
Child‒Pugh class, No. (%) | |||||||
  A/B/C | 445 (94.68)/25 (5.32)/0 (0) |  |  | 68 (73.91)/21 (22.83)/3 (3.26) |  |  |  |
Creatinine (mg/dL) | 0.86 (0.42–5.11) |  |  | 0.84 (0.30–6.89) | 1.04 (0.63–1.62) | 1.00 (0.64–2.33) | 4.07 × 10–8 |
MDRD GFR | 87.83 (11.21–186.97) |  |  | 92.78 (7.85–218.68) | 72.42 (42.46–126.27) | 72.29 (29.23–96.34) | 1.94 × 10–10 |
BCLC stage, No. (%) | |||||||
  0-A/B/C/D | 94 (19.96)/247 (52.44)/57 (12.10)/73 (15.50) |  |  | 85 (71.43)/5 (4.20)/29 (24.37)/0 |  |  |  |
  Not available | - |  |  | 45 |  |  |  |
AFP (ng/mL) | 11 (1–261,635) |  |  | 6.94 (1.07–200,000) |  |  |  |
PIVKA-II (mAU/mL) | 52 (1.01–75,000) |  |  | 27 (11–12,758) |  |  |  |
Treatment, No. (%) | |||||||
  Resection | 282 (59.87) |  |  | 136 (82.92) |  |  |  |
  Liver transplantation | 3 (0.63) |  |  | 0 |  |  |  |
  RFA | 27 (5.73) |  |  | 2 (1.21) |  |  |  |
  TACE | 143 (30.36) |  |  | 18 (10.97) |  |  |  |
  Systemic chemotherapy | 16 (3.39) |  |  | 1 (0.60) |  |  |  |
  Supportive care | 0 |  |  | 7 (4.26) |  |  |  |